<?xml version="1.0" encoding="UTF-8" ?><rss xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:media="http://search.yahoo.com/mrss/" xmlns:sy="http://purl.org/rss/1.0/modules/syndication/" version="2.0"> <channel> <title><![CDATA[MC Project]]></title> <description><![CDATA[Global digital products and freelance services. Focuses on development, production and distribution of programming scripts, application source code, plugins, themes and templates.]]></description> <image> <title><![CDATA[MC Project]]></title> <url>https://en.mycoding.id/favicon.ico</url> <link>https://en.mycoding.id/</link> </image> <category><![CDATA[Software Engineering, Website Development, Mobile Android App, Application Source Code, Programming Scripts]]></category> <link>https://en.mycoding.id/</link> <atom:link href="https://en.mycoding.id/rss.xml" rel="self" type="application/rss+xml"/> <atom:link href="https://en.mycoding.id/rss-videos.xml" rel="alternate" type="application/rss+xml"/> <atom:link href="https://en.mycoding.id/" rel="alternate" type="text/html"/> <pubDate>Thu, 29 Oct 2026 08:59:13 +0700</pubDate> <lastBuildDate>Thu, 29 Oct 2026 08:59:13 +0700</lastBuildDate> <sy:updatePeriod>hourly</sy:updatePeriod> <sy:updateFrequency>1</sy:updateFrequency> <managingEditor>support@mycoding.id (Adi Gunawan)</managingEditor> <webMaster>support@mycoding.id (Adi Gunawan)</webMaster> <language>en_US</language> <copyright>MC Project</copyright> <generator>MC Project</generator> <item> <title><![CDATA[Sagility: Management Trainee Finance & Commercials Interview Guide]]></title> <description><![CDATA[Sagility: Management Trainee Finance & Commercials Interview Guide. Sagility processes claims for US health insurers and handles calls for its clients, and all of those transactions has a disbursal and a price. The Management T...]]></description> <media:thumbnail url="https://www.boardinfinity.com/blog/content/images/2026/10/feat-1793260557086-88184.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/sagility-management-trainee-finance-commercials-interview-guide-74669</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>Sagility processes claims for US health insurers and handles calls for its clients, and all of those transactions has a disbursal and a price. The Management Trainee in the Finance and Commercials track keeps those two numbers honest. You track document gain and defeat (P&amp;L), activity out how clients pay, and build the endeavor cases that decide which automation and synthetic intellect (AI) projects get funded.</p><p>This guide is for Master of Business Administration (MBA) and Post Graduate Diploma in Management (PGDM) backing students preparing for Sagility's evidence process. It covers what the function involves all week, the skills and qualifications that matter and how choice normally runs. It additionally includes 30 role-specific discussion questions alongside example answers and a four-week preparedness scheme you can commencement today.</p><h2 id="1-about-the-management-trainee-finance-commercials-role"><strong>1. About the Management Trainee (Finance &amp; Commercials) Role</strong></h2><p>This function sits anywhere Sagility's operations encounter its financial results. You activity out whether all client document and row of endeavor makes money, why margins move from duration to month, and whether a projected automation or procedure alter is value funding. Your inspection feeds immediately into pricing, staffing and funding decisions.</p><p>You sit inside the Operations function. Day to day, you activity alongside the Operations leaders who run shipment for US healthcare clients, the Finance team, and the Solutioning squad that shapes deals. During budgeting and forecasting you additionally activity alongside preparedness and workforce teams. Healthcare visibility helps, but the center necessity is comfort alongside numbers and the confidence to explain them to elder people.</p> <hr><h2 id="2-required-skills-and-qualifications"><strong>2. Required Skills and Qualifications</strong></h2><h3 id="educational-qualifications">Educational Qualifications</h3> <h3 id="skills-overview">Skills Overview</h3><p>The array below covers all accomplishment Sagility lists for this track and what it looks akin whenever you are really doing the job.</p> <hr><h2 id="3-preferred-qualifications"><strong>3. Preferred Qualifications</strong></h2><p>These are advantages, not eligibility filters. Missing one volition not regulation you out. Each one you do have gives interviewers item tangible to probe, so prepared a keen example for all item you can claim.</p> <hr><h2 id="4-day-to-day-responsibilities"><strong>4. Day-to-Day Responsibilities</strong></h2><p>A representative week mixes a fixed monthly beat alongside project work. Month-end brings P&amp;L reviews and variance commentary. Mid-month is for SLA tracking and business requests, and the remainder of the period goes into models, dashboards and endeavor cases for transformation projects.</p> <div> <div> <div> <span>1</span> </div> <div> <h4>Monthly P&amp;L Reviews</h4> <p>At all month-end, you drag revenue, cost-to-serve and income border for your accounts and lines of business, afterward difference them alongside prosperity and the latest forecast. The genuine activity is the commentary. For example, you power explain that border slipped since a claims backlog forced overtime, or that income attack scheme since the client sent higher volumes. Operations leaders obtain your numbers and your clarification into the review.</p> </div> </div> <div> <div> <span>2</span> </div> <div> <h4>Unit-Economics Models</h4> <p>You build and update the models that display what one component of activity really costs. These shield disbursal per Full-Time Equivalent (FTE), disbursal per assertion or call, utilisation, and the divided between billable and non-billable effort. When a squad has additional group on payroll than the client pays for, your example shows how trainers, norm reviewers and place personnel lift the true disbursal of all billed seat.</p> </div> </div> <div> <div> <span>3</span> </div> <div> <h4>Spotting Revenue Leakage</h4> <p>You appearance for prosperity the endeavor earned but never collected, or had to provision back. The customary causes are attempt delivered but never invoiced, SLA penalties, assistance credits issued to the client, and range creep, anywhere the squad quietly absorbs additional work. Finding a squad that routinely does rework exterior the contract, and putting a dollar value on it, is the benevolent of understanding this function exists to produce.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>Analysing Pricing Models</h4> <p>Clients pay in distinct ways. Some pay per FTE, several per transaction, specified as per assertion processed, and several per outcome achieved. You analyze how all example affects border and who carries the risk. Under FTE pricing, Sagility is protected whenever volumes swing. Under transaction pricing, a efficiency acquire lifts margin, but a autumn in quantity hurts it.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Commercial Inputs for Deals</h4> <p>When a client renews, changes range or asks for new work, you prepared the numbers Finance and Solutioning use to cost it. These contain baseline volumes, staffing, the disbursal build-up, mark border and the consequence of any discount requested. A representative petition is estimating the staffing and cost for extending a associate services squad to shield weekends.</p> </div> </div> <div> <div> <span>6</span> </div> <div> <h4>Tracking SLA-Linked Obligations</h4> <p>Contracts frequently nexus fee to targets specified as turnaround time, accuracy or how quickly calls are answered. You track these Key Performance Indicator (KPI) commitments against genuine results, alongside alongside penalties due and earn-backs accessible whenever achievement recovers. The accomplishment is spotting visibility early. If accuracy is trending below mark mid-month, you emblem the apt penalty to Operations during there is motionless period to fix it.</p> </div> </div> <div> <div> <span>7</span> </div> <div> <h4>Building Transformation Business Cases</h4> <p>When Operations wants to deploy automation, an AI tool or a redesigned process, you build the financial case using Return on Investment (ROI), Net Present Value (NPV) and payback period. You evaluation the hours saved and change them into capability released in FTEs. You additionally disbursal the tool and its implementation, and display guidance whenever the funding pays for itself.</p> </div> </div> <div> <div> <span>8</span> </div> <div> <h4>Tracking Benefit Realisation</h4> <p>After a project goes live, you inspect whether the promised funds really appear. Each month, you difference the capability released and disbursal reduced alongside the first endeavor case, and you study the gap. If a bot was meant to liberated a dozen FTEs but freed far small since exceptions were higher than assumed, your study explains why and what would near the gap.</p> </div> </div> <div> <div> <span>9</span> </div> <div> <h4>Leadership Dashboards</h4> <p>You scheme dashboards that location financial and operational numbers flank by side, for example border next to utilisation, SLA achievement and attrition. This lets leaders see logic and consequence on one screen. Excel is the base, and Power BI or Tableau adds polish. Every dashboard ends alongside a abbreviated written takeaway covering what changed, why it changed and what you recommend.</p> </div> </div> <div> <div> <span>10</span> </div> <div> <h4>Budgeting and Capacity Planning</h4> <p>During the annual prosperity and all rolling forecast, you activity alongside FP&amp;A and Workforce Management (WFM). WFM converts expected volumes into headcount needs, and you change that headcount into disbursal and margin. If a client forecasts a seasonal spike, you display what hiring first would do to the disbursal row compared alongside paying overtime.</p> </div> </div> </div> <hr><h2 id="5-key-competencies-for-success"><strong>5. Key Competencies for Success</strong></h2><p>Most shortlisted candidates can compute border and build a pivot table. The trainees who get pulled into high-visibility activity remain out in how they grip the numbers. They inquiry processes, chase activity to closure and clasp their dirt alongside elder leaders. The array maps all trait to item you can display in the discussion room.</p> <hr><h2 id="6-interview-process-at-sagility"><strong>6. Interview Process at Sagility</strong></h2><p>Sagility assesses evidence candidates for this track on four things. The archetypal is financial reasoning through a P&amp;L case. The second is modelling accomplishment through a uncomplicated endeavor case or unit-economics exercise. The third is a transformation lens that links an operational alter to disbursal and capacity, and the fourth is administrator communication under challenge.</p><p>The figure and command of rounds can differ from evidence to campus, and the case and modelling stages are sometimes combined. Use the sequence below as the representative shape.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Company Presentation and CV Shortlist</h4> <p>Campus processes for this track normally open alongside a business presentation, followed by a CV shortlist run by the evidence hiring team. Recruiters display for the Finance major, a accordant scholarly record, quantitative power and applicable internships. Make certain your CV states at smallest one internship outcome in numbers.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Aptitude or Written Screening</h4> <p>Where a written phase is used, anticipate a timed test of quantitative aptitude, data explanation and logical reasoning, sometimes alongside essential accounting. It filters for speed and accuracy alongside numbers. Practise percentage, proportion and table-reading problems under period pressure.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Financial Reasoning Case</h4> <p>An interviewer from Finance or Operations shares a simplified document P&amp;L. You are asked to acknowledge what is driving border and what you would do concerning it. Read the trends, distinct quantity effects from charge effects, and complete alongside two or three tangible actions.</p> </div> </div> <div> <div> <span>4</span> <span></span> </div> <div> <h4>Modelling and Transformation Exercise</h4> <p>You build a small endeavor case or unit-economics model, in Excel or on paper, using your own assumptions. A average immediate asks you to nexus a alter specified as automation to cost, capability and value. Evaluators inspect whether your assumptions are sensible and plainly stated, not whether your answer matches theirs.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Leadership Panel and HR Discussion</h4> <p>Senior Operations and Finance leaders test how briefly you explain your findings and how fine you clasp your stance under challenge. The HR conversation covers your motivation, occupation goals, elasticity on location and fit alongside the Management Trainee programme.</p> </div> </div> </div> Many candidates treat the P&amp;L case as an accounting exercise. They compute border correctly but cannot say which operational event caused the alter or what Operations should do next. Sagility explicitly tests whether you can nexus an operational change, specified as automation, to cost, capability and value. Every figure you province needs a logic and a advice attached to it. <hr><h2 id="7-interview-questions"><strong>7. Interview Questions</strong></h2><p>Use STAR (Situation, Task, Action, Result) for behavioural questions and a MECE (mutually exclusive, collectively exhaustive) matter tree for cases. For specialized questions, say all calculation stage out loud.</p><p>Panels for this track attention small concerning a ideal final figure than concerning three things: plainly stated assumptions, a logic rearward all fig and a advice at the end.</p> <div id="iq-q1-wrap"> <h3>Behavioral &amp; Company-Fit Questions</h3> <div id="iq-q1-filters"></div> <div id="iq-q1-list"></div> </div> <div id="iq-q2-wrap"> <h3>Technical &amp; Financial Questions</h3> <div id="iq-q2-filters"></div> <div id="iq-q2-list"></div> </div> <div id="iq-q3-wrap"> <h3>Case-Based &amp; Analytical Questions</h3> <div id="iq-q3-filters"></div> <div id="iq-q3-list"></div> </div> <hr><h2 id="8-topics-and-areas-of-focus"><strong>8. Topics and Areas of Focus</strong></h2><p>These are the areas that map immediately to how Sagility selects for this track. Master the archetypal six thoroughly, since they appear in the case and modelling rounds. The final three provision you an border in the panel discussion.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/sagility-management-trainee-finance-commercials-interview-guide-74669</guid> <pubDate>Thu, 29 Oct 2026 08:59:13 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[Sagility: Management Trainee PMO Interview Guide]]></title> <description><![CDATA[Sagility: Management Trainee PMO Interview Guide. Prepare for the Sagility Management Trainee PMO discussion alongside function duties, skills, discussion rounds, 28 example questions and a 4-week prep scheme for MBA grads.]]></description> <media:thumbnail url="https://www.boardinfinity.com/blog/content/images/2026/10/feat-1793260520321-52025.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/sagility-management-trainee-pmo-interview-guide-74670</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>Every new US healthcare client or automation program at Sagility depends on many teams finishing on time: hiring, training, IT setup, scheme admission and compliance. The Management Trainee in the Program Management Office (PMO) tracks all of these pieces and keeps them on schedule. If one dependency is missed, the go-live date slips, and the business loses the two income and client trust.</p><p>This guide is for Master of Business Administration (MBA) and Post Graduate Diploma in Management (PGDM) students preparing for Sagility's evidence procedure for the PMO track. It covers the regular work, the skills assessed, the apt discussion rounds, 28 custom questions alongside example answer approaches, and a four-week preparedness plan.</p><h2 id="1-about-the-management-trainee-pmo-role"><strong>1. About the Management Trainee (PMO) Role</strong></h2><p>A PMO trainee does not run a claims flat or oversee agents. You own the routines that keep programs honest: the plan, the hazard log, the weekly assessment and the dashboard that leaders peruse before they decide anything. Your chief calls are what to flag, whenever to escalate and which open item to chase first.</p><p>You sit between Operations leaders and the US healthcare clients they serve. You additionally activity closely alongside Workforce Management (WFM), Training, Quality, Technology, HR and Finance. Before lunch on a representative day, you power verify hiring numbers alongside HR, inspect laptop and login preparedness alongside IT, and dispatch a client a go-live update.</p> <hr><h2 id="2-required-skills-and-qualifications"><strong>2. Required Skills and Qualifications</strong></h2><h3 id="educational-qualifications">Educational Qualifications</h3> <h3 id="skills-overview">Skills Overview</h3> <hr><h2 id="3-preferred-qualifications"><strong>3. Preferred Qualifications</strong></h2><p>These items are preferred, not required, so missing them does not regulation you out. They inform the panel you volition need small ramp-up period on governance methods or the healthcare shipment context. CAPM and PMP are credentials from the Project Management Institute (PMI).</p> <hr><h2 id="4-day-to-day-responsibilities"><strong>4. Day-to-Day Responsibilities</strong></h2><p>A representative week moves between fixed governance meetings and changeless follow-up alongside group throughout functions. Most days affect updating trackers, chasing owners, penning abbreviated updates for leaders and spotting problems before they attain a client.</p> <div> <div> <div> <span>1</span> </div> <div> <h4>Set Up Program Structure</h4> <p>When you are stated a program, you build its construction first. This includes a one-page charter naming the goal and sponsor, and a range note stating what is in and out. You afterward divided the activity into streams specified as hiring, training and IT, set a timeline alongside milestones, and open a RAID log. Everyone plant from these documents, so they must be apparent from week one.</p> </div> </div> <div> <div> <span>2</span> </div> <div> <h4>Run the Review Rhythm</h4> <p>You own the calendar of governance meetings. Each week, you collect updates from workstream owners and run a position assessment that ends in decisions, not fair discussion. Before a steering committee, you prepared the group elder leaders use to endorse changes. For monthly and quarterly endeavor reviews, you provision the program data and milestone former that Operations leaders current to clients.</p> </div> </div> <div> <div> <span>3</span> </div> <div> <h4>Keep Dashboards Honest</h4> <p>You keep a health dashboard that gives all workstream a RAG status. It additionally lists the decisions leaders must obtain and who handles an escalation if item stalls. Honesty is the entire point. A dashboard that stays green until the week before go-live is worse than having none. Every position is backed by evidence, specified as hiring counts or closed admission tickets.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>Prepare Transitions for Go-Live</h4> <p>When Sagility wins new work, a procedure moves into a Sagility centre, or an existing procedure ramps up. You run preparedness checklists covering hiring, training, IT setup, scheme admission and compliance, and track all item until the squad goes live. After go-live, you keep observing through stabilisation, until volumes, norm and turnaround resolve at accepted levels.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Track the Transformation Portfolio</h4> <p>Operations additionally runs betterment initiatives specified as automation, analytics and Generative AI (Gen AI) pilots. For all one, you track milestones and requirements on Technology or client approvals. You additionally inspect the benefits it promised and whether teams really use it. If a bot was meant to preserve attempt on eligibility checks, you measure genuine use and savings, not fair the initiate date.</p> </div> </div> <div> <div> <span>6</span> </div> <div> <h4>Drive Actions to Closure</h4> <p>Every gathering creates actions, and you own the log. You document all act alongside a named owner and due date, and you prompt owners before the deadline, not following it. You near items lone whenever there is proof. If the Quality squad promised an audit scheme by Thursday, you inspect in on Wednesday and document the outcome on Friday.</p> </div> </div> <div> <div> <span>7</span> </div> <div> <h4>Write for Leadership</h4> <p>You outline the position notes, decision memos and decks that elder leaders depend on. A fine position note fits on one screen: general status, what changed, top risks and the decision needed. A decision memo sets out options, expenses and a recommendation. Expect dense edits on first drafts. The genuine accomplishment is learning what a occupied chief needs to see first.</p> </div> </div> <div> <div> <span>8</span> </div> <div> <h4>Handle Escalations Diplomatically</h4> <p>You volition frequently need a elder director in another function to act, equal although you have no authority complete them. You do this by framing requests about their priorities, bringing data alternatively of complaints, and escalating through accepted paths whenever an item is stuck. Managing expectations additionally runs upward. Tell a client or chief first whenever a date is at risk, and nexus a improvement plan.</p> </div> </div> <div> <div> <span>9</span> </div> <div> <h4>Map Processes and Requirements</h4> <p>Before item changes, you document how activity happens today and how it should activity tomorrow. This method interviewing procedure experts, example current-state and future-state flows, and penning requirements in plain language. You afterward assistance position projected initiatives by effect and effort. That way, leaders prosperity quick wins and big bets on purpose, fairly than assistance whoever pushes hardest.</p> </div> </div> <div> <div> <span>10</span> </div> <div> <h4>Support Change Adoption</h4> <p>A new procedure plant lone if group use it. You assistance build communication plans that inform all squad what is changing and when. You additionally coordinate sessions alongside the Training squad and track acceptance through use data or audit results. When a squad lags, you discover out why: a missing login, an unclear education or a genuine flaw in the design.</p> </div> </div> </div> <hr><h2 id="5-key-competencies-for-success"><strong>5. Key Competencies for Success</strong></h2><p>Most candidates can define a RAID log. The ones who remain out display the judgement and habits that create leaders rely them alongside a live client program. In US healthcare operations, that additionally method treating compliance and client confidence as earnestly as deadlines.</p> <hr><h2 id="6-interview-process-at-sagility"><strong>6. Interview Process at Sagility</strong></h2><p>Sagility assesses PMO trainees on four areas: degree of project administration experience, organized thinking, stakeholder judgement and communication. The exact rounds change by campus.</p><p>The sequence below shows how these areas normally map onto a placement day at healthcare and BPM firms. Some campuses merge the center rounds into one or two panels.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Pre-Placement Talk and Shortlisting</h4> <p>Sagility presents the program, and the evidence recruitment squad shortlists CVs. Projects, internships and guidance roles alongside measurable outcomes transport the most weight, so quantify all projectile on your CV.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Written or Presentation Exercise</h4> <p>You may be stated a abbreviated circumstance and asked to compose or current a concise position update alongside apparent asks and decisions. This tests communication: whether you guide alongside the base row and keep it short.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Project Deep-Dive</h4> <p>An Operations or PMO director asks you to stroll through a genuine project you led: the plan, the risks, the trade-offs and the results. Expect follow-up questions on all figure you citation and all decision you claim.</p> </div> </div> <div> <div> <span>4</span> <span></span> </div> <div> <h4>Case and Role-Play Round</h4> <p>Senior Operations leaders provision you a messy circumstance alongside many stakeholders and ask you to rotate it into a scheme alongside owners and milestones. Role-plays or situational questions afterward test how you grip escalation, battle and influencing without authority.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>HR and Final Discussion</h4> <p>HR, sometimes joined by a elder leader, checks your motivation, elasticity on location and fit alongside a fast-paced shipment business. This circular additionally covers the recommendation and onboarding process.</p> </div> </div> </div> Many candidates depict their finest project as a catalog of tasks they completed. Sagility's panel wants to comprehend governance: how you planned, which risks you saw coming, what you traded off and what outcome you delivered. If your narrative has no hazard and no trade-off, it appears akin coordination, not program management. <hr><h2 id="7-interview-questions"><strong>7. Interview Questions</strong></h2><p>Answer behavioral questions alongside the Situation, Task, Action, Result (STAR) method, and provision the most period to Action. For governance and backing questions, define the concept, use it to a transition, afterward name the trap to avoid. For case questions, construction the issue before you resolve it.</p><p>Across all three blocks, Sagility interviewers reward specifics: numbers, named owners, dates and decisions.</p> <div id="iq-q1-wrap"> <h3>Behavioral and Company-Fit Questions</h3> <div id="iq-q1-filters"></div> <div id="iq-q1-list"></div> </div> <div id="iq-q2-wrap"> <h3>PMO Governance and Financial Fundamentals</h3> <div id="iq-q2-filters"></div> <div id="iq-q2-list"></div> </div> <div id="iq-q3-wrap"> <h3>Case-Based and Analytical Questions</h3> <div id="iq-q3-filters"></div> <div id="iq-q3-list"></div> </div> <hr><h2 id="8-topics-and-areas-of-focus"><strong>8. Topics and Areas of Focus</strong></h2><p>Sagility tests PMO trainees small on theory and additional on whether they can use governance, endeavor maths and healthcare environment to a live program. Each area below maps to a circular or inquiry category you are apt to face.</p><p>Two liberated references are value bookmarking. The authoritative <a href="https://en.mycoding.id/category/technology" target="_blank">Scrum Guide</a> covers agile roles and events. The US Department of Health and Human Services (HHS) HIPAA pages explain the Health Insurance Portability and Accountability Act (HIPAA) privacy rules that form scheme admission in US healthcare work.</p> <hr><h2 id="9-preparation-plan"><strong>9. Preparation Plan</strong></h2> Freshers should concentration on conceptual degree and organized answer frameworks specified as STAR and mutually exclusive, collectively exhaustive (MECE) breakdowns. Candidates alongside previous activity cognition should prepared 3-5 particular effect stories from former roles. Sagility interviewers investigation for measurable outcomes and ownership, not fair a catalog of responsibilities. <div> <div> <span>Week 1</span> <h4>Know Sagility</h4> <p>The company, its healthcare concentration and the PMO role.</p> </div> <div> <span>Week 2</span> <h4>Build the Toolkit</h4> <p>Governance documents, endeavor maths and healthcare basics.</p> </div> <div> <span>Week 3</span> <h4>Craft Your Stories</h4> <p>STAR stories and timed inquiry practice.</p> </div> <div> <span>Week 4</span> <h4>Mock and Polish</h4> <p>Full imitate panels alongside case and role-play rehearsal.</p> </div> </div> <h3 id="pre-interview-checklist">Pre-Interview Checklist</h3> <hr><h2 id="10-career-growth-next-roles"><strong>10. Career Growth &amp; Next Roles</strong></h2><p>Job titles differ between firms, but PMO careers in healthcare BPM normally prosecute the ladder below. Promotion depends on shipment document additional than tenure: transitions that went live on time, risks caught first and leaders who rely your numbers.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Management Trainee (PMO), Year 1</h4> <p>Sagility defines first-year achievement clearly. You run governance for your assigned programs end to end, alongside milestones met on period and no unflagged risks. You additionally assistance at smallest one passage or important undertaking through go-live and stabilisation. To move up, rotate into the individual all function treats as the sole origin of fact on program status. Mentorship and visibility to elder Operations leaders assistance you get there.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>PMO Lead or Assistant Manager, Around 2-3 Years</h4> <p>At this stage, you own a complete program or multiple smaller ones alongside small supervision. You guide preparedness reviews yourself and guide newer trainees on governance basics. To move up, display that you can run a passage from agreement signature to stable operations, and that your interventions measurably protected income or reduced cost.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Program or Transition Manager, Around 4-6 Years</h4> <p>You oversee a portfolio of programs, current at steering committees, and visage clients immediately on governance and escalations. Effort budgets and cross-site requirements rotate into your responsibility. To move up, build trusted client relationships, display business ownership of outcomes, and create a squad of PMO analysts who can run programs without you.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>The Fork, Beyond 7 Years</h4> <p>From here, the way splits two ways. The people-management path leads toward Operations leadership, specified as heading a client document or a shipment component alongside its own gain and loss. The expert path leads toward transformation or portfolio leadership, anywhere you form which automation, analytics and procedure programs the endeavor finances and how their benefits are proven.</p> </div> </div> </div> <hr><h2 id="11-conclusion"><strong>11. Conclusion</strong></h2><p>The sole biggest aspect in this discussion is one project narrative told akin a program manager. It needs a apparent goal, a scheme alongside owners, risks you named early, a trade-off you made and a measurable result. Sagility probes this narrative in depth, so rehearse until you can defend all figure in it.</p><p>Next, practise turning a messy passage circumstance into workstreams, owners and dates inside five minutes. Also rehearse a one-minute position update that ends alongside a apparent ask. Back the two alongside adequate US healthcare vocabulary to audio dependable whenever the conversation turns to claims or client service.</p> Today, choice your strongest project and compose it on one page: the goal, the plan, the top three risks, one trade-off and the outcome in numbers. Then rotate that leaf into a RAID log and a RAG position view. This sole leaf volition assistance your answers in nearly all circular of the Sagility process. <h3 id="top-tips-for-interview-success">Top Tips for Interview Success</h3> <h3 id="more-on-sagility">More on Sagility</h3><p>For business backdrop and preparedness tips throughout another Sagility roles, see the <a href="https://en.mycoding.id/category/technology" target="_blank">Sagility discussion preparedness guide</a>.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/sagility-management-trainee-pmo-interview-guide-74670</guid> <pubDate>Thu, 29 Oct 2026 08:59:11 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[Technical SEO Audit For AI Search: Watch Us Do It Live [Webinar]]]></title> <description><![CDATA[Technical SEO Audit For AI Search: Watch Us Do It Live [Webinar]. Watch our squad audit a genuine website live alongside Loren Baker and Vahan Petrosyan, and study which specialized SEO &amp; AI-readiness checks your audit needs. The pos...]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/technical-seo-audit-for-ai-search-watch-us-do-it-live-webinar-74668</link> <content:encoded><![CDATA[<div class="sej-article-content gototop-pos "> <div id="narrow-cont"><p>Wondering what have to be included in a contemporary SEO audit?</p> <p>Are there distinct areas of your location that have to be audited for AI Search?</p> <p>Wish person would <a href="https://en.mycoding.id/category/business" target="_blank">look at your website and inform you what to fix</a>?</p> <p>On Wednesday, November 4, 2026, Loren Baker &amp; Vahan Petrosyan volition choose 1 attendee’s website to audit live in our next webinar, “”</p> <div class="text-center"> <a href="https://en.mycoding.id/category/business" target="_blank" class="btn-learn-more button-green medium-size">submit your site</a> </div> <h2>See What A Modern SEO Audit Should Cover For AI Search</h2> <p>A contemporary specialized SEO audit checks crawlability, rendered content, server responses, and robots.txt rules that could obstacle Googlebot or AI crawlers.</p> <p>Each finding should acknowledge the issue, explain its effect on hunt visibility, and propose a fix.</p> <p>In our upcoming webinar, we exactly stroll through all step, showing <a href="https://en.mycoding.id/category/business" target="_blank">SEO audit finest practices for Q4 2026</a> on a real, live website.</p> <p><strong>You’ll see how we:</strong></p> <ul> <li>Check what visitors, Google and AI crawlers receive, including server settings and outdated rules that could obstacle access.</li> <li>Separate issues affecting rankings, traffic or leads from warnings that lone appearance bad in an audit tool.</li> <li>Prioritize <a href="https://en.mycoding.id/category/business" target="_blank">technical SEO and AI-readiness fixes</a> by endeavor effect and accessible developer time.</li> </ul> <p>Whether or not your location is selected, you’ll see what an audit should disclose concerning a site’s visibility and which recommendations deserve your team’s attention.</p> <h2>Join Our Live Website Audit On November 4</h2> <p>Join Loren and Vahan for <strong>Live Website Audit: SEO Fixes for AI Search Visibility in 2027</strong>.</p> <p>The 90-minute webinar takes location on <strong>Wednesday, November 4, 2026, from 12:00–1:30 pm ET</strong>.</p> <div class="text-center"> <a href="https://en.mycoding.id/category/business" target="_blank" class="btn-learn-more button-green medium-size">Save Your Spot</a> </div> </div> <div id="bcats" class="bottom-cat narrow-cont"> <span class="sej-category boxed cat-label">Category</span> <a href="https://en.mycoding.id/category/business" target="_blank">Webinar</a> <a href="https://en.mycoding.id/category/business" target="_blank">AI Search</a> <a href="https://en.mycoding.id/category/business" target="_blank">SEO Strategy</a> <a href="https://en.mycoding.id/category/business" target="_blank">Technical SEO</a> </div> <div class="sej-above-author-widget"> <div class="sej-widget clearfix"> <div class="sej-badge-box"> <a href="https://en.mycoding.id/category/business" target="_blank" data-placement="Under Article" aria-label="Add Search Engine Journal as a preferred origin on Google"> <svg class="sej-gps-g" viewbox="0 0 48 48" aria-hidden="true" focusable="false"> <path fill="#EA4335" d="M24 9.5c3.54 0 6.71 1.22 9.21 3.6l6.85-6.85C35.9 2.38 30.47 0 24 0 14.62 0 6.51 5.38 2.56 13.22l7.98 6.19C12.43 13.72 17.74 9.5 24 9.5z"></path> <path fill="#4285F4" d="M46.98 24.55c0-1.57-.15-3.09-.38-4.55H24v9.02h12.94c-.58 2.96-2.26 5.48-4.78 7.18l7.73 6c4.51-4.18 7.09-10.36 7.09-17.65z"></path> <path fill="#FBBC05" d="M10.53 28.59c-.48-1.45-.76-2.99-.76-4.59s.27-3.14.76-4.59l-7.98-6.19C.92 16.46 0 20.12 0 24c0 3.88.92 7.54 2.56 10.78l7.97-6.19z"></path> <path fill="#34A853" d="M24 48c6.48 0 11.93-2.13 15.89-5.81l-7.73-6c-2.15 1.45-4.92 2.3-8.16 2.3-6.26 0-11.57-4.22-13.47-9.91l-7.98 6.19C6.51 42.62 14.62 48 24 48z"></path> </svg> <span class="sej-gps-text">Add <b>SEJ</b> as a preferred origin on Google</span> </a> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/technical-seo-audit-for-ai-search-watch-us-do-it-live-webinar-74668</guid> <pubDate>Thu, 29 Oct 2026 08:45:03 +0700</pubDate> <author><![CDATA[support@mycoding.id (Heather Campbell)]]></author> </item> <item> <title><![CDATA[Scott Bessent says neocloud debt isn't problematic at all]]></title> <description><![CDATA[Scott Bessent says neocloud debt isn't problematic at all. Treasury Secretary Scott Bessent stated AI-related debt was contained to a small part of the AI ecosystem, and he wasn't concerned..]]></description> <media:thumbnail url="https://i.insider.com/6ae2b4ebe793e12971426878?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/scott-bessent-says-neocloud-debt-isn-t-problematic-at-all-74667</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ae2b4bee793e12971426877?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ae2b4bee793e12971426877?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ae2b4bee793e12971426877?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ae2b4bee793e12971426877?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ae2b4bee793e12971426877?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ae2b4bee793e12971426877?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ae2b4bee793e12971426877?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Treasury Secretary Scott Bessent looks on during an event in the Oval Office of the White House on October 07, 2026 in Washington, DC." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Scott Bessent isn't losing sleep complete neocloud debt.</span> <span> <span e-name="image-source" itemprop="creditText">Anna Moneymaker/Getty Images</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>Treasury Secretary Scott Bessent weighed in on the neocloud debt conversation that lately rattled the AI trade, and he doesn't appear too concerned.</p><p>In a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;outbound_click&quot;}' rel=" nofollow">CNBC interview</a> Wednesday, Bessent was asked concerning yields on several AI-related debt climbing into the twice digits. The administrator replied, "We detect all of this."</p><p>"I don't think it's problematic at all, since we're seeing that that's <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">the neoclouds</a> are a small component of the general ecosystem," Bessent added.</p><p>He stated financing was motionless getting done, as were deals, and pointed to companies akin Meta choosing to backing alongside equity.</p><p>The neocloud industry, which includes players specified as CoreWeave and Nebius, provides&nbsp;cloud computing services to AI customers. It's been among the most talked-about topics in AI complete the former week.</p><p>The companies have signed multibillion-dollar deals alongside hyperscalers. Nebius, for example, signed a agreement value complete $17 milliard alongside Microsoft final September. In March, it announced a five-year agreement alongside Meta that could be appreciated at up to $27 billion.</p><p>But the industry has arrive under force complete the former few weeks, as investors fret concerning mounting debt levels, rising borrowing costs, and whether AI spending volition create adequate returns. CoreWeave shares cut by nearly 40% in October, but have restored slightly from its October 23 low. The Roundhill Neocloud ETF, which invests in important neocloud players specified as CoreWeave, Nebius, and IREN, has fallen 24% complete the former month.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Elon Musk </a>added to those concerns in an X article on Sunday. He wrote that many neoclouds volition visage "guppy-level death and consolidation," and that debt markets are hesitating to prosperity companies that depend nearly entirely on AI data centers for revenue. He added that SpaceX would not be acquiring any neocloud companies.</p><p>But Nvidia CEO <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Jensen Huang</a>, whose business has backed multiple important neocloud providers, offered a additional optimistic appraisal final week. Earlier this month, he told CNBC that petition for them is "off the charts" and that they have "extraordinary" capabilities.</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Aditi is a news newsman at Business Insider&rsquo;s Singapore bureau. She covers hustle civilization and the forthcoming of work, focusing on how AI and innovation are reshaping jobs, careers, and workplaces.</span><span>She earlier worked for The Straits Times, anywhere she wrote breaking news stories for the Singapore desk.&nbsp;She studied communications and endeavor at Nanyang Technological University.&nbsp;</span><span></span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/scott-bessent-says-neocloud-debt-isn-t-problematic-at-all-74667</guid> <pubDate>Thu, 29 Oct 2026 08:03:44 +0700</pubDate> <author><![CDATA[support@mycoding.id (Aditi Bharade)]]></author> </item> <item> <title><![CDATA[The AI Dataset Portfolio Project That Survives Tough Interviews]]></title> <description><![CDATA[The AI Dataset Portfolio Project That Survives Tough Interviews. Build an AI dataset portfolio project that showcases data quality, documentation, and applicable skills to remain out in specialized interviews.]]></description> <media:thumbnail url="https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-1845f989-cf3c-42aa-bdd7-7b47df86f1d8.jpeg"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/the-ai-dataset-portfolio-project-that-survives-tough-interviews-74657</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>Skip the director data. A small, invented workflow can demonstrate you comprehend provenance, splits and evaluation improved than a flashy dashboard.</p><p>You are ten minutes into an interview. The hiring director has your portfolio open and skips former the accuracy diagram entirely.</p><p>"Where did this data arrive from? How did you decide what the correct answer was? Could the example have seen the answer during training?"</p><p>If your project runs on a few dozen tickets exported from a former employer's assistance tool, that conversation gets uncomfortable fast. If it runs on a small, carefully invented workflow you can explain end to end, you have a defensible answer that goes beyond the accuracy chart.</p><p><strong>THE SHORT VERSION</strong></p><ul><li>Use completely invented or correctly licensed data. Never director or client records you happened to have admission to.</li><li>Pick a project alongside a checkable correct answer, and choose a divided that keeps connected cases together and matches the assertion you desire to test.</li><li>Document provenance plainly and guide alongside error analysis. That is what reviewers trust.</li></ul><h2 id="why-not-just-use-real-work-data"><strong>Why not fair use genuine activity data?</strong></h2><p>Because being capable to open a scheme at activity does not provision you the correct to copy its contents into a community GitHub repo. A reviewer who notices volition recall it, and not kindly.</p><p>The fine news: you don't need genuine records to display genuine skill. A completely invented workflow can display schema design, provenance, divided logic and evaluation, which are the abilities a data squad is hiring for.</p><h2 id="choose-a-task-with-a-provable-answer"><strong>Choose a project alongside a provable answer</strong></h2><p>Pick item small adequate to logic about. An explanatory example: routing incoming requests under a short, fictional refund policy.</p><p>Write the guideline in one paragraph. Then compose cases that have to be <strong>completed</strong>, cases that have to be <strong>escalated</strong> and cases that have to be <strong>returned for missing information</strong>.</p><p>Decide the accurate outcome for all case before you test any model. Make your assumptions visible. If you can't explain why a decision is accurate under your own rules, an interviewer won't be capable to either.</p><p>You are not claiming these cases portray any genuine company. You are demonstrating evaluation discipline, and that is a stronger signal.</p><figure class="kg-card kg-image-card"><img src="https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-969af575-42b8-4253-aa38-c484fcb7a53d.jpeg" class="kg-image" alt=" Error inspection complete a sole score." loading="lazy" title="02_task_map" width="1600" height="900" srcset="https://www.boardinfinity.com/blog/content/images/size/w600/2026/10/data-src-image-969af575-42b8-4253-aa38-c484fcb7a53d.jpeg 600w, https://www.boardinfinity.com/blog/content/images/size/w1000/2026/10/data-src-image-969af575-42b8-4253-aa38-c484fcb7a53d.jpeg 1000w, https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-969af575-42b8-4253-aa38-c484fcb7a53d.jpeg 1600w" sizes=" 720px) 720px"></figure><p><em>From toy project to dependable proof: Invent the task, Split by case, Show the misses. Concept illustration, not measured achievement or a completed transaction.</em></p><h2 id="keep-each-case-in-one-piece"><strong>Keep all case in one piece</strong></h2><p>Give all invented case a stable ID that links the request, the data accessible at the time, the permitted act and the expected result. Keep afterward resolution notes out of the environment the example sees, or a feeble example volition appearance brilliant.</p><p>Then prepared for a inquiry that reveals how carefully the evaluation was designed: "How did you divided it?" If you can say "by case, so no part of a test case appeared in training, and current is how the mark changed whenever I fixed a random row split," you have fair shown additional judgement than an accuracy diagram always could.</p><p>Case grouping is a starting point, not a worldwide boundary. If your assertion concerns unseen customers or a afterward period, clasp out those customers or that duration too. Fit preprocessing on the training subset so data from the test set cannot leak through scaling, imputation or characteristic selection.</p><h2 id="write-a-data-card-a-stranger-can-check"><strong>Write a data cardstock a alien can check</strong></h2><p>Data Cards, a dataset records example projected by Google researchers, is a helpful example for describing a collection's origins, construction and intended uses. Borrow the idea at portfolio scale.</p><p>Your cardstock should say, plainly:</p><ul><li>The cases are invented, and how you created them.</li><li>Which assumptions and rules they follow.</li><li>What they cannot inform anyone concerning real-world performance.</li><li>Whether a example helped create examples, and how you reviewed its labels.</li></ul><p>Don't connote your project contains authentic operational former or investigation findings it didn't produce. Candor says as competence.</p><h2 id="show-the-mistakes-not-just-the-score"><strong>Show the mistakes, not fair the score</strong></h2><p>A sole accuracy figure hides the engaging part. Did the example act without required evidence? Escalate a regular request? Give a ideal clarification and afterward choice the incorrect action?</p><p>Describe how your evaluation surfaced all of those patterns. Record the model, configuration and test type so anyone can reproduce your result. A small project alongside inspectable decisions gives a reviewer item an accuracy diagram solitary cannot: a way to inspect your work.</p><figure class="kg-card kg-image-card"><img src="https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-76678792-9ef2-45fc-b7c6-5b2b697837db.jpeg" class="kg-image" alt=" sourcex.si)." loading="lazy" title="03_review_checklist" width="1600" height="900" srcset="https://www.boardinfinity.com/blog/content/images/size/w600/2026/10/data-src-image-76678792-9ef2-45fc-b7c6-5b2b697837db.jpeg 600w, https://www.boardinfinity.com/blog/content/images/size/w1000/2026/10/data-src-image-76678792-9ef2-45fc-b7c6-5b2b697837db.jpeg 1000w, https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-76678792-9ef2-45fc-b7c6-5b2b697837db.jpeg 1600w" sizes=" 720px) 720px"></figure><p><em>What reviewers appearance for. Four takeaways from the article; the content supplies the complete environment and conditions.</em></p><h2 id="how-real-business-data-gets-licensed"><strong>How genuine endeavor data gets licensed</strong></h2><p>It helps to cognize how the expert type works, since it explains why your learning data must remain distinct from business data.</p><p>Companies can licence approved endeavor records for AI training and evaluation through programs akin SourceX, which deals alongside companies, not individuals. The business signs alongside SourceX, which manages the agreement, preparedness and payout under signed terms. Nothing moves without an authorized business decision, a entitlements assessment and a defined scope, and preparedness and onward shipment prosecute the handling path in the signed agreement. The program is built for established organizations, typically alongside 50 or additional full-time personnel at highest and multiple years of functioning history.</p><p>SourceX's provider conditions additionally necessitate confirmation that the data was not created or altered alongside AI for the sale. In another words, SourceX draws a difficult row between authentic records and generated material. Your portfolio should diagram the identical line, plainly labeling invented data as invented and never presenting a learning exercise as a business archive.</p><figure class="kg-card kg-image-card"><img src="https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-1845f989-cf3c-42aa-bdd7-7b47df86f1d8.jpeg" class="kg-image" alt=" two to complete, two to escalate, one missing information. Fix all answer before testing." loading="lazy" title="04_next_step" width="1600" height="900" srcset="https://www.boardinfinity.com/blog/content/images/size/w600/2026/10/data-src-image-1845f989-cf3c-42aa-bdd7-7b47df86f1d8.jpeg 600w, https://www.boardinfinity.com/blog/content/images/size/w1000/2026/10/data-src-image-1845f989-cf3c-42aa-bdd7-7b47df86f1d8.jpeg 1000w, https://www.boardinfinity.com/blog/content/images/2026/10/data-src-image-1845f989-cf3c-42aa-bdd7-7b47df86f1d8.jpeg 1600w" sizes=" 720px) 720px"></figure><p><em>Write five cases tonight. Draft a one-paragraph fictional guideline and five invented cases: two to complete, two to escalate, one missing information. Fix all answer before testing.</em></p><h2 id="what-should-your-project-prove"><strong>What should your project prove?</strong></h2><p>That you can define a task, maintain meaningful relationships in data, document anywhere everything came from and construe a outcome inside its limits. Real endeavor data comes alongside responsibilities. Showing you comprehend them is the skill.</p><p>Start tonight. Write a one-paragraph fictional guideline and five cases: two to complete, two to escalate and one that's missing information. Decide all correct answer before any example touches them.</p><p>Then image that interviewer again, leaning in to ask anywhere your data came from. This time, you get to smile.</p><p>To comprehend the business route, assessment how <a href="https://en.mycoding.id/category/technology" target="_blank">SourceX</a> assesses established companies. Your portfolio remains a learning exercise, alongside its invented cases plainly labelled.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-ai-dataset-portfolio-project-that-survives-tough-interviews-74657</guid> <pubDate>Thu, 29 Oct 2026 07:49:52 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[NATO's drone-predicting AI gives Ukrainian commanders a glimpse into Russia's next moves on the front line]]></title> <description><![CDATA[NATO's drone-predicting AI gives Ukrainian commanders a glimpse into Russia's next moves on the front line. Dubbed Initiative 13 or Model 13, it covers areas up to 31 miles rearward the row of communication and shows anywhere and how Russia volition apt attack next.]]></description> <media:thumbnail url="https://i.insider.com/6ae2d95f3ae265b597b0344f?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/nato-s-drone-predicting-ai-gives-ukrainian-commanders-a-glimpse-into-russia-s-next-moves-on-the-front-line-74655</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ae2d7593ae265b597b03448?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ae2d7593ae265b597b03448?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ae2d7593ae265b597b03448?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ae2d7593ae265b597b03448?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ae2d7593ae265b597b03448?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ae2d7593ae265b597b03448?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ae2d7593ae265b597b03448?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Ukrainian serviceman looks at a tablet in a shelter." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Ukrainian troops use computers, phones, and tablets to see Delta's battlefield administration system.</span> <span> <span e-name="image-source" itemprop="creditText">Diego Herrera Carcedo/Anadolu via Getty Images</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>A new NATO synthetic intellect example gives Ukraine's forces a frontline map of anywhere <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Russian drone activity</a><strong> </strong>is expected the next day, per the alliance's innovation center.</p><p>The system, called Initiative 13 or Model 13, "turns an gathering of disparate data into a apparent map of expected activity" for commanders to scheme their next day of operations, a spokesman for NATO's Joint Analysis, Training, and Education Center, or JATEC, told Business Insider.</p><p>Business Insider reported on <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Ukraine's announcement</a> of the program before this month, but JATEC is now providing new particulars on how it works.</p><p>Initiative 13 covers areas 5 to 50 km, or approximately 3 to 31 miles, of Ukrainian district rearward the row of contact, and divides that area into geographical cells, per JATEC.</p><p>"For all cell, the scheme determines the expected power of attack and reconnaissance action of UAVs, the flat of threat, the trend of its change, and the range of imaginable values," its spokesman said.</p><p>The map shows a forecast for the next day, assisting commanders to emphasize hazard areas so they can improved deploy their forces and equipment, they said.</p><p>They added that the AI example is trained on battlefield data and considers former Russian drone activity, what types of drones were used, whenever and how they were deployed, <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">weather conditions</a>, terrain, and extend to the row of contact.</p><p>"Initiative 13 does not substitute data from the current circumstance and commander's decisions," the JATEC spokesman added. JATEC is NATO's shared institution alongside Ukraine, based in Poland, that aims to glean lessons and innovations from the war.</p><p>Ukraine's defence ministry stated in mid-October that Initiative 13, which it called Model 13, was "ready for integration into the Armed Forces of Ukraine's situational awareness systems."</p> <p>The AI model, it said, could foretell Russia's drone strikes alongside "high probability."</p><p>Kyiv's forces use a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">battlespace administration system</a> called Delta, which feeds data from the forefront lines onto an interactive map that commanders can admission via laptop, phone, or tablet.</p><p>The drone-predicting AI was developed by Ukraine's forces and NATO's Allied Command Transformation, alongside assistance from JATEC.</p><p>Ukraine's defence ministry stated in its first notice that another AI model, dubbed No. 32, for preparedness ordnance deployments was additionally in the plant but is motionless in prototype stages.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Artificial intelligence</a> has increasingly been making its way into Ukraine's war, from assisting mid-range assault drones acknowledge and attack targets to sending uncrewed dirt vehicles to <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">autonomously complete provision runs</a>.</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Matthew is a elder newsman at Business Insider's Singapore bureau. He covers the defence industry, armed forces technology, and evolving strategies in Ukraine, the US, and the Asia-Pacific region.He joined the squad in June 2021, earlier focusing on net infringement and labor, examining how these issues effect contemporary community in Asia, alongside a particular accent on China.</span><span>Matthew's former activity has been featured in the South China Morning Post, as fine as Singaporean news companies TODAY and The Business Times.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/nato-s-drone-predicting-ai-gives-ukrainian-commanders-a-glimpse-into-russia-s-next-moves-on-the-front-line-74655</guid> <pubDate>Thu, 29 Oct 2026 07:46:12 +0700</pubDate> <author><![CDATA[support@mycoding.id (Matthew Loh)]]></author> </item> <item> <title><![CDATA[How Digital Literacy Helps People Make Better Online Decisions]]></title> <description><![CDATA[How Digital Literacy Helps People Make Better Online Decisions. Learn how digital literacy helps group measure online information, place scams, defend privacy, and create informed digital decisions.]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/how-digital-literacy-helps-people-make-better-online-decisions-74658</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>The net has made information, education, entertainment, and mundane services additional accessible than ever. People can study new skills, difference products, investigation occupation opportunities, prosecute sporting events, and admission services without leaving their homes. However, having admission to data does not automatically average knowing how to use it effectively. With so much satisfied accessible online, group need the capability to differentiate dependable data from misleading claims and create decisions according to evidence fairly than assumptions.</p><p>This is anywhere digital literacy becomes essential. Digital literacy involves understanding how online platforms work, evaluating digital information, protecting individual data, and using innovation responsibly. It is not constricted to knowing how to run a smartphone or browse a website. Instead, it includes the crucial thinking skills required to create informed choices in an increasingly connected world.</p><p>For students, professionals, and mundane net users, evolving digital literacy can enhance decision-making throughout education, careers, shopping, entertainment, and individual finance.</p><h2 id="what-is-digital-literacy"><strong>What Is Digital Literacy?</strong></h2><p>Digital literacy is the capability to find, understand, evaluate, create, and communicate data using digital technologies. It combines applicable innovation skills alongside crucial thinking, online safety awareness, and liable digital behaviour.</p><p>For example, a digitally educated individual does not automatically rely all outcome displayed by a hunt engine. They regard who published the information, whether the claims are supported by evidence, whenever the satisfied was published, and whether another dependable sources verify the identical details.</p><p>Digital literacy additionally involves understanding how websites collect information, how online promotion influences person choices, and how social media platforms may form the satisfied users see.</p><p>These skills are increasingly precious since online decisions frequently have real-world consequences. Choosing a course, submitting a job application, making a purchase, or sharing individual data can power someone's finances, occupation prospects, and privacy.</p><h2 id="evaluating-online-information-more-effectively"><strong>Evaluating Online Information More Effectively:</strong></h2><p>One of the most crucial benefits of digital literacy is the capability to measure data before accepting it as accurate.</p><p>Online platforms merge a blend of verified facts, individual opinions, promotional content, outdated information, and deliberately misleading claims. A website may appear expert without providing dependable evidence for its statements. Similarly, a social media article can diagram thousands of reactions without being factually correct.</p><p>Digital literacy encourages group to appearance beyond appearances and analyze the norm of the data itself.</p><p>Before relying on an online claim, users should regard multiple questions:</p><ul><li><strong>Who created the content?</strong> Check the author's backdrop and the institution liable for publishing it.</li><li><strong>What evidence supports the claim?</strong> Look for research, authoritative records, dependable reporting, or plainly explained data.</li><li><strong>When was it published?</strong> Information concerning technology, education, employment, and current events may rotate into outdated.</li><li><strong>Can another sources verify it?</strong> Compare the assertion alongside autonomous and trustworthy sources.</li><li><strong>Is the satisfied trying to market something?</strong> Recognise whenever promotional tongue may power the data presented.</li></ul><p>These checks are particularly helpful whenever researching unfamiliar subjects. For example, person exploring a expert certification should difference way details, curriculum, eligibility requirements, costs, and occupation outcomes alternatively of relying on a sole advertisement.</p><p>The identical method applies to online amusement and sports information. Readers following competitions specified as the<a href="https://en.mycoding.id/category/technology" target="_blank"> Nepal Premier League</a> can advantage from checking fixtures, squad details, results, and tournament updates against applicable published data fairly than relying entirely on unverified social media posts.</p><p>The goal is not to inquiry everything unnecessarily. It is to create a accordant habit of checking crucial claims before acting on them.</p><h2 id="recognising-bias-advertising-and-misleading-content"><strong>Recognising Bias, Advertising, and Misleading Content:</strong></h2><p>Digital platforms vie for attention. Websites, social networks, advertisers, and satisfied creators use distinct techniques to advance users to click, watch, subscribe, or create purchases.</p><p>Some of these techniques provision helpful recommendations, during others may prioritise involvement or revenue complete accuracy. Headlines designed to create urgency, exaggerated promises, manipulated images, and incomplete comparisons can power decisions before users have evaluated the underlying information.</p><p>Digital literacy helps group recognise these tactics.</p><p>Consider a website promoting a way that promises exceptional occupation results inside a few weeks. Rather than accepting the commitment immediately, a careful audience would analyze the way syllabus, instructor qualifications, applicable learning opportunities, autonomous reviews, and any accessible evidence supporting the advertised outcomes.</p><p>The identical regulation applies to online reviews. A gathering of affirmative ratings may appearance convincing, but users should additionally regard the figure of reviews, the item provided, repeated wording, and whether negative feedback raises lawful concerns.</p><p>It is likewise crucial to comprehend the difference between integrated hunt results, sponsored advertisements, influencer promotions, and autonomous recommendations. Each may assist a distinct purpose, and users should cognize whenever business interests could power the data being presented.</p><p>By recognising these distinctions, group can create choices according to their genuine needs fairly than promotion pressure.</p><h2 id="making-better-education-and-career-decisions"><strong>Making Better Education and Career Decisions:</strong></h2><p>Digital literacy has rotate into particularly precious for students and professionals navigating learning and occupation development.</p><p>Online learning platforms recommendation admission to courses, expert certifications, tutorials, webinars, and learning communities. This creates opportunities for group to create new skills, but it additionally makes choosing the correct learning way additional complicated.</p><p>A way that receives important notice online may not necessarily lawsuit all learner. Its value depends on factors specified as the learner's current abilities, occupation objectives, accessible time, budget, and the applicable skills it teaches.</p><p>Digitally educated learners method these decisions systematically. They difference way content, acknowledge the skills required for their intended roles, assessment prerequisites, and examine whether the learning outcomes align alongside their goals.</p><p>For example, a alumnus curious in data analytics power difference programmes covering spreadsheets, SQL, statistics, data visualisation, and applicable projects. They can afterward decide which choice finest addresses their existing accomplishment gaps alternatively of choosing solely since a program is popular.</p><p>Digital literacy additionally supports additional productive job searches. Candidates can verify director websites, measure job descriptions, acknowledge doubtful recruitment messages, and evade opportunities that petition inappropriate payments or unnecessary individual information.</p><p>Career betterment increasingly involves uninterrupted learning. Understanding how to measure digital resources allows professionals to obtain greater duty for their advancement and create better-informed decisions concerning anywhere to allocate their period and effort.</p><h2 id="protecting-personal-information-and-digital-privacy"><strong>Protecting Personal Information and Digital Privacy:</strong></h2><p>Everyday online activities can affect sharing individual information, including communication details, location data, fee information, and expert records. Without suitable awareness, users may disclose themselves to scams, character theft, or unwanted data collection.</p><p>Digital literacy helps group comprehend the importance of privacy and recognise situations in which data should not be shared.</p><p>A essential method to online safety includes using strong, distinctive passwords, enabling multifactor authentication anywhere available, keeping devices and applications updated, and reviewing the permissions granted to websites and mobile applications.</p><p>Users should additionally study to recognise doubtful links, unexpected attachments, impersonation attempts, and messages that create force to act immediately.</p><p>For instance, a communication claiming that an document volition be suspended unless the recipient confirms their password through an unfamiliar nexus have to be treated cautiously. Rather than following the link, the person can independently sojourn the organisation's authoritative website or communication its verified assistance channel.</p><p>Privacy awareness extends beyond passwords. People should regard whether an use genuinely needs admission to their contacts, microphone, camera, or location. They should additionally comprehend that data shared publically may be copied, stored, or redistributed equal following the first article is deleted.</p><p>These habits are helpful for everyone, from students managing online learning accounts to professionals handling work-related documents and communication.</p><h2 id="comparing-products-and-online-services-before-making-a-choice"><strong>Comparing Products and Online Services Before Making a Choice:</strong></h2><p>Digital literacy additionally improves person decision-making. Online marketplaces and assistance websites create it uncomplicated to difference options, but the amount of data accessible can sometimes create the procedure confusing.</p><p>Prices, promotional offers, client testimonials, subscription conditions, and assistance descriptions may differ considerably between providers. Some websites additionally use unclear cancellation policies or current optional charges in ways that are uncomplicated to overlook.</p><p>A additional informed method starts by identifying the genuine requirement. Users should afterward difference applicable features, total costs, assistance limitations, client assistance options, privacy policies, and cancellation terms.</p><p>For example, person choosing a digital learning phase may need to regard way access, instructor support, project availability, certification requirements, and whether the subscription automatically renews. A low first cost may not portray the finest value if crucial features necessitate additional payments.</p><p>The identical method applies whenever researching appointment-based services. Before submitting a booking petition through a phase specified as Laser247 online, users should verify the assistance being offered, assessment the accessible booking information, comprehend any stated terms, and verify the provider's communication particulars through suitable channels.</p><p>They should additionally evade sharing fee particulars or delicate individual data until they are assured that the website and transaction procedure are legitimate.</p><p>Importantly, digital literacy does not average assuming that all online assistance is unreliable. It method understanding what to inspect so that a decision is according to applicable data fairly than convenience or persuasive promotion alone.</p><h2 id="understanding-how-algorithms-influence-online-experiences"><strong>Understanding How Algorithms Influence Online Experiences:</strong></h2><p>Search engines, social media platforms, buying websites, and streaming services frequently use algorithms to decide which satisfied or recommendations to display.</p><p>These systems can create digital experiences additional convenient by assisting users detect data connected to their interests. However, personalised recommendations can additionally narrow the range of data group encounter.</p><p>For example, person who frequently watches videos supporting a particular viewpoint may obtain additional satisfied expressing akin opinions. Over time, this can create the belief that most group portion the identical perspective, equal whenever the broader actuality is additional varied.</p><p>Digital literacy helps users recognise that their online cognition is shaped partially by automated systems, individual activity, and phase design.</p><p>To create additional stable decisions, users can deliberately consult a assortment of dependable sources, examine distinct perspectives, and differentiate recommendations from independently verified information. They can additionally assessment privacy and personalisation settings anywhere available.</p><p>Understanding algorithms is particularly crucial whenever researching important issues, comparing occupation opportunities, or evaluating community claims. A personalised advice may be helpful as a starting point, but it should not substitute autonomous research.</p><h2 id="using-critical-thinking-to-avoid-online-scams"><strong>Using Critical Thinking to Avoid Online Scams:</strong></h2><p>Online scams frequently depend on acquainted individual responses, including excitement, fear, urgency, and the desire for financial gain. Fraudulent messages may commitment rewards, advertise unrealistic returns, imitate trusted organisations, or assertion that contiguous act is required to forestall a loss.</p><p>Digital literacy encourages users to intermission and measure these messages alternatively of responding emotionally.</p><p>Common alert signs contain guaranteed financial returns, requests for confidential authentication codes, force to create contiguous payments, unexpected prizes, doubtful web addresses, and offers that appear considerably improved than comparable alternatives.</p><p>However, not all doubtful communication contains apparent orthography errors or mediocre design. Fraudulent websites and messages can appearance professional, which makes autonomous verification essential.</p><p>When evaluating an unfamiliar offer, users should hunt for the institution through trusted channels, analyze the conditions carefully, and evade relying solely on testimonials or promotional claims published by the provider.</p><p>They should never portion passwords, one-time verification codes, or banking credentials alongside person who contacts them unexpectedly. If an recommendation involves a significant financial commitment, taking period to examine it can be additional precious than acting quickly.</p><p>Developing these habits helps group acknowledge possible risks before they outcome in financial or individual harm.</p><h2 id="improving-communication-and-responsible-digital-behaviour"><strong>Improving Communication and Responsible Digital Behaviour:</strong></h2><p>Digital literacy is not constricted to evaluating data or protecting accounts. It additionally involves communicating appropriately and understanding the responsibilities that arrive alongside participating in online communities.</p><p>Emails, expert networking platforms, conversation forums, messaging applications, and virtual meetings all necessitate users to communicate plainly and considerately.</p><p>For students and professionals, this may affect penning concise messages, sharing applicable documents securely, participating respectfully in discussions, and understanding the difference between community and personal communication.</p><p>Responsible digital behavior additionally method checking data before forwarding it. Sharing an unverified assertion can dispersed misinformation equal whenever the individual sharing it has no aim of causing harm.</p><p>Users should additionally regard copyright, credit first creators whenever appropriate, evade posting another people's personal data without permission, and comprehend that online interactions can have enduring consequences.</p><p>These behaviours contribute to a additional trustworthy digital environment. They can additionally fortify expert relationships, assistance collaboration, and assistance group current themselves additional efficiently in online settings.</p><h2 id="developing-digital-literacy-as-a-continuous-skill"><strong>Developing Digital Literacy as a Continuous Skill:</strong></h2><p>Digital technologies develop constantly. New applications, synthetic intellect tools, online services, and communication methods current opportunities as fine as new challenges.</p><p>For this reason, digital literacy have to be treated as an ongoing learning procedure fairly than a accomplishment that can be mastered once.</p><p>People can fortify their abilities through regular practice. They can difference data throughout reputable sources, study concerning average online threats, assessment privacy settings, and examine how digital tools activity before relying on them for crucial decisions.</p><p>Artificial intellect makes this procedure equal additional relevant. AI tools can assistance users summarise information, create ideas, and organise research, but their outputs may merge errors, outdated details, or unsupported statements.</p><p>Users should hence verify crucial AI-generated claims against dependable sources, particularly whenever making decisions involving education, employment, health, or money. They should additionally evade entering confidential data into tools without understanding the applicable privacy arrangements.</p><p>A helpful starting item is to clasp a uncomplicated regular whenever an online decision matters:</p><ol><li><strong>Define the decision:</strong> Identify the inquiry you need to answer and the data required.</li><li><strong>Research the options:</strong> Consult applicable websites and dependable sources.</li><li><strong>Check the evidence:</strong> Look for supporting particulars and autonomous confirmation.</li><li><strong>Compare alternatives:</strong> Consider costs, benefits, limitations, and possible risks.</li><li><strong>Protect your information:</strong> Share lone what is necessary through suitable channels.</li><li><strong>Review the decision:</strong> Check whether the data remains current before taking action.</li></ol><p>Following this procedure consistently can assistance rotate digital literacy into a applicable mundane habit.</p><h2 id="conclusion"><strong>Conclusion:</strong></h2><p>Digital literacy helps group create improved online decisions by combining specialized knowledge, crucial thinking, data evaluation, privacy awareness, and liable communication. These abilities create it easier to acknowledge trustworthy information, difference instructional and business opportunities, recognise possible scams, and comprehend how digital platforms power behaviour.</p><p>As additional aspects of mundane existence move online, the capability to measure digital data becomes increasingly important. Students can use these skills to choose suitable learning opportunities, professionals can use them to occupation development, and consumers can create additional informed choices concerning products and services.</p><p>Ultimately, being digitally educated is not merely concerning knowing how to use technology. It is concerning understanding whenever to rely information, whenever to inquiry it, and how to act responsibly. By evolving these habits, group can navigate the digital earth alongside greater confidence, defend their interests, and create decisions that improved indicate their goals and needs.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/how-digital-literacy-helps-people-make-better-online-decisions-74658</guid> <pubDate>Thu, 29 Oct 2026 07:32:57 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[Top PMP Training Institutes in Pune]]></title> <description><![CDATA[Top PMP Training Institutes in Pune. Explore top PMP training institutes in Pune to difference certification courses, training options, and project administration learning opportunities.]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/top-pmp-training-institutes-in-pune-74659</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>As the job market becomes additional challenging, professionals need to keep updating themselves. PMP certification is one of those top “upgradation” certifications. This certification gives you a awesome advantage in your expert career.</p><p>​If you are researching or exploring PMP certification training in Pune, it's critical to cognize the top PMP training providers in Pune.</p><p>In this article, I've listed the finest PMP training institutes in Pune you should cognize about.</p> <table><tbody><tr><td><p dir="ltr"><span>PMP Training Institutes in Pune</span></p></td><td><p dir="ltr"><span>Rank</span></p></td></tr><tr><td><p dir="ltr"><span>ProThoughts Solutions</span></p></td><td><p dir="ltr"><span>1</span></p></td></tr><tr><td><p dir="ltr"><span>Knowledgehut (UpGrad)</span></p></td><td><p dir="ltr"><span>2</span></p></td></tr><tr><td><p dir="ltr"><span>ExcelR</span></p></td><td><p dir="ltr"><span>3</span></p></td></tr><tr><td><p dir="ltr"><span>Izenbridge</span></p></td><td><p dir="ltr"><span>4</span></p></td></tr><tr><td><p dir="ltr"><span>Vinsys</span></p></td><td><p dir="ltr"><span>5</span></p></td></tr></tbody></table> <h2 id="1-prothoughts-solutions"><strong>1. ProThoughts Solutions</strong></h2><p><a href="https://en.mycoding.id/category/technology" target="_blank">ProThoughts</a> ranks at the top for PMP certification training in Pune. They are known for high-quality classroom training, particularly in Pune. Shashikant Nikam is a well-known PMP trainer in Pune. There is a broad range of things ProThoughts offers, which justifies their premium pricing. </p> <table><tbody><tr><td><p dir="ltr"><span>Category</span></p></td><td><p dir="ltr"><span>Details</span></p></td></tr><tr><td><p dir="ltr"><span>Top Courses</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Certification</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PgMP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-ACP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Disciplined Agile (DAF, DAL)</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>CPMAI Certification </span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>AI for project managers</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Provided</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Instructor-led training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Online &amp; Classroom training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mentorship</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Corporate training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Post-training support</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Course Professional betterment units (PDUs)</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Ranking</span></p></td><td><p dir="ltr"><span>9.9/10</span></p></td></tr><tr><td><p dir="ltr"><span>Google Rating</span></p></td><td><p dir="ltr"><span>4.9/5</span></p></td></tr><tr><td><p dir="ltr"><span>Materials</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-authorized content</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Cheat sheets</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Flashcards</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock tests</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>eMindmaps</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Case studies</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Recorded sessions</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Study notes</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Course completion certification</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP handbook</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Presence</span></p></td><td><p dir="ltr"><span>Global</span></p></td></tr><tr><td><p dir="ltr"><span>Head Office</span></p></td><td><p dir="ltr"><span>Mumbai, India</span></p></td></tr></tbody></table> <h2 id="2-knowledgehut-upgrad"><strong>2. Knowledgehut (UpGrad)</strong></h2><p>​Knowledgehut, however, doesn’t provision classroom training in Pune. But they do provision online instructor-led PMP training, which is accessible for Punekars as well. They provision multiple another certification training distinct from PMP certification. </p> <table><tbody><tr><td><p dir="ltr"><span>Category</span></p></td><td><p dir="ltr"><span>Details</span></p></td></tr><tr><td><p dir="ltr"><span>Top Courses</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Certification</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PRINCE2</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Agile (CSM, CSPO, SAFe, and Agile Master's programs)</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Business Intelligence</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Leading SAFe</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-ACP</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Provided</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Online &amp; trainer led courses</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mentorship</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Corporate training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Placement assistance</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Service Ranking</span></p></td><td><p dir="ltr"><span>9.0/10</span></p></td></tr><tr><td><p dir="ltr"><span>Google Rating</span></p></td><td><p dir="ltr"><span>4.8/5</span></p></td></tr><tr><td><p dir="ltr"><span>Materials</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Exam Prep Coursebook</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Study Guide</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock Exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Downloadable PPT pdfs</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Presence</span></p></td><td><p dir="ltr"><span>Global</span></p></td></tr><tr><td><p dir="ltr"><span>Head Office</span></p></td><td><p dir="ltr"><span>Bangaluru, India</span></p></td></tr></tbody></table> <h2 id="3-excelr"><strong>3. ExcelR</strong></h2><p>ExcelR has a classroom training center in Pune. They recommendation the two classroom and online training. I propose checking alongside the counsellor concerning the exam form and updates.</p><p>Based on my research, they mentioned the 2021 exam pattern. And PMI has introduced new changes in July 2026. Which is a important exam update and dictates your PMP exam scores. </p> <table><tbody><tr><td><p dir="ltr"><span>Category</span></p></td><td><p dir="ltr"><span>Details</span></p></td></tr><tr><td><p dir="ltr"><span>Top Courses</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Certification</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PgMP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-RMP (Risk Management)</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-ACP</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Provided</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Trainer led &amp; online classroom training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Practical projects</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Corporate training</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Service Ranking</span></p></td><td><p dir="ltr"><span>8.5/10</span></p></td></tr><tr><td><p dir="ltr"><span>Google Rating</span></p></td><td><p dir="ltr"><span>4.4/5</span></p></td></tr><tr><td><p dir="ltr"><span>Materials</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Practice questions</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock tests</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Video content</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Trainer led resources</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Presence</span></p></td><td><p dir="ltr"><span>Global</span></p></td></tr><tr><td><p dir="ltr"><span>Head Offices</span></p></td><td><ol><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Houston, USA</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Bangluru, India</span></p></li></ol></td></tr></tbody></table> <h2 id="4-izenbridge"><strong>4. Izenbridge</strong></h2><p>Izenbridge is a lawful PMP training institute. But they don't recommendation classroom training in Pune for PMP certification. But overall, their position is beautiful decent. Do your own investigation on the money-back assertion they have made on the website.</p> <table><tbody><tr><td><p dir="ltr"><span>Category</span></p></td><td><p dir="ltr"><span>Details</span></p></td></tr><tr><td><p dir="ltr"><span>Top Courses</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Certification,</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PgMP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-ACP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>SAFe Agilist</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PfMP</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Provided</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Trainer led &amp; online classroom training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mentorship &amp; doubt-clearing sessions</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Corporate training</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Service Ranking</span></p></td><td><p dir="ltr"><span>8/10</span></p></td></tr><tr><td><p dir="ltr"><span>Google Rating</span></p></td><td><p dir="ltr"><span>4.7/5</span></p></td></tr><tr><td><p dir="ltr"><span>Materials</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Exam Prep Guide</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Video content</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP Practice Questions</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock Exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Study Plan</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Presence</span></p></td><td><p dir="ltr"><span>Global</span></p></td></tr><tr><td><p dir="ltr"><span>Head Offices</span></p></td><td><p dir="ltr"><span>Gurgaon, India</span></p></td></tr></tbody></table> <h2 id="5-vinsys"><strong>5. Vinsys</strong></h2><p>Vinsys offers the two classroom and online PMP training in Pune. But I have mentioned it at the base since the ratings are fairly old and haven’t been updated. This makes it difficult to fairness how fine this institute really is. Nevertheless, I mentioned Vinsys since it provides the two classroom and online training in Pune.</p> <table><tbody><tr><td><p dir="ltr"><span>Category</span></p></td><td><p dir="ltr"><span>Details</span></p></td></tr><tr><td><p dir="ltr"><span>Top Courses</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMP certification</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>CAPM</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMI-ACP</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Agile and Scrum</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Services Provided</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Trainer led &amp; online training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Mock exams</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Corporate training</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Application assistance for certifications.</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Service Ranking</span></p></td><td><p dir="ltr"><span>7.5/10</span></p></td></tr><tr><td><p dir="ltr"><span>Google Rating</span></p></td><td><p dir="ltr"><span>3.5/5</span></p></td></tr><tr><td><p dir="ltr"><span>Materials</span></p></td><td><ul><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Practice resources</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Course materials</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>PMBOK Guide</span></p></li><li dir="ltr" aria-level="1"><p dir="ltr" role="presentation"><span>Certificate of Participation</span></p></li></ul></td></tr><tr><td><p dir="ltr"><span>Presence</span></p></td><td><p dir="ltr"><span>Global</span></p></td></tr><tr><td><p dir="ltr"><span>Head Offices</span></p></td><td><p dir="ltr"><span>Pune, Maharashtra</span></p></td></tr></tbody></table> <p></p><h2 id="conclusion"><strong>Conclusion</strong></h2><p>ProThoughts Solutions stands out as my top advice for a PMP training institute in Pune. Other institutes additionally recommendation akin courses. It is finest recommended to do your own investigation before enrolling in any institute. As it is the most crucial stage in your PMP certification journey.</p><p>In the end, the institute you choose should encounter your requirements and expectations. So before you enroll in any. Make certain you call the institutes you have on your radar and get all the particulars you need.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/top-pmp-training-institutes-in-pune-74659</guid> <pubDate>Thu, 29 Oct 2026 07:25:13 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[Bernstein – open-source governance layer for AI agents]]></title> <description><![CDATA[Bernstein – open-source governance layer for AI agents. Comments]]></description> <media:thumbnail url="https://bernstein.run/api/og"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/bernstein-open-source-governance-layer-for-ai-agents-74656</link> <content:encoded><![CDATA[<div id="main"><span aria-hidden="true"></span><div><p><span><span aria-hidden="true"></span>v3.23.0 shipping</span><span>53 cli adapters &middot; apache 2.0 &middot; on-prem</span></p><p>bernstein is the open-source governance tier for ai agents: a deterministic python scheduler runs them in parallel, alongside no example in the coordination loop, so the identical scheme replays byte-identically. it runs on guideline as code: you compose the policy, bernstein enforces it, and produces the verifiable record.</p><div><p><span><span aria-hidden="true">&middot;</span>ask the docs</span><span><span aria-hidden="true">&middot;</span>grounded in origin + 19 posts</span><span><span aria-hidden="true">&middot;</span>cited</span></p></div><h2 id="ask">ask <em>anything</em>.</h2></div><span aria-hidden="true"></span><div><h3 id="pipeline-rail-mini-heading">one run, <em>four stages</em>.</h3><div role="list"><div role="listitem"><p>01</p><p><em>decompose</em></p><p>manager &rarr; tasks &middot; roles &middot; signals</p></div><div role="listitem"><p>02</p><p><em>spawn</em></p><p>agents &rarr; secluded worktrees</p></div><div role="listitem"><p>03</p><p><em>verify</em></p><p>janitor &rarr; tests &middot; types &middot; lint &middot; optional cross-model review</p></div><div role="listitem"><p>04</p><p><em>merge</em></p><p>only verified diffs land</p></div></div></div><div><p>from the blog</p><h2 id="from-the-blog-heading">3 pieces, <em>hand-picked</em>.</h2><p>field notes from the orchestra pit: what the newest publish fixed and what it did not, what operating this in the haze looks like, and how it started.</p><div><a href="https://en.mycoding.id/category/technology" target="_blank"><p>Aug 10, 2026<span aria-hidden="true">&middot;</span><span>4 min read</span></p><h2>bernstein 3.14.159: the stranger's ninety minutes</h2><p>A first-use study described ninety minutes of setup that ended in nothing. v3.14.159 answers it: the scheme loader raises named errors alternatively of swallowing malformed fields, five commands are removed and the remainder fold alongside deprecation windows, the citation docs are CI-gated against the registered CLI, and the README says beta. Also new: a Muse Code adapter, Agent Plugins v1.0.0 manifests, a signed run receipt that verifies offline, and bernstein audit diagnose.</p><p><span>multi-agent orchestration</span><span>release</span><span>CLI</span><span>plan validation</span></p></a><a href="https://en.mycoding.id/category/technology" target="_blank"><p>Apr 14, 2026<span aria-hidden="true">&middot;</span><span>4 min read</span></p><h2>agents on cloudflare: workers, durable objects, r2, d1</h2><p>bernstein's cloudflare integration for ai coding agents: workers run agents, workflows transport multi-step tasks, r2 + d1 clasp workspace and metering state. experimental; runs on your own account.</p><p><span>Cloudflare Workers</span><span>cloud AI agents</span><span>serverless orchestration</span><span>multi-agent orchestration</span></p></a><a href="https://en.mycoding.id/category/technology" target="_blank"><p>Mar 29, 2026<span aria-hidden="true">&middot;</span><span>3 min read</span></p><h2>bernstein 1.0: open-source orchestrator for ai coding agents</h2><p>Orchestrate Claude Code, Codex, Gemini CLI and another CLI coding agents in parallel git worktrees. Deterministic scheduler, HMAC-signed audit chain.</p><p><span>multi-agent orchestration</span><span>AI coding agents</span><span>Claude Code</span><span>open-source</span></p></a></div></div><span aria-hidden="true"></span><div><p>evidence, not vibes</p><h2 id="audit-evidence-heading">every stage <em>signed</em>, in order, on disk.</h2><p>run alongside <span>--audit</span> and bernstein writes an hmac-chained event log under <span>.sdd/audit/</span>, one jsonl document per utc day. all admission references the former hash. tampering breaks verification. nothing leaves your machine.</p><p>someone who did not run it can inspect it. signature and hash-chain checks peruse the records alone; the hmac leg needs the key the sequence was written with, so hand a reviewer the two and <span>bernstein audit verify</span> answers without rerunning anything. not a screenshot, not a SOC2 PDF - a hash sequence that recomputes.</p><p>configure a signing key and a run additionally writes an ed25519-signed receipt binding the diary and lineage heads. <span>bernstein verify receipt</span> says that document solitary - no hmac key, no <span>.sdd/</span>. pin the community key for provenance. no key, no receipt.</p></div><div role="img" aria-label="bernstein audit verify terminal output"><p><span>~/proj $ bernstein audit verify</span></p><pre aria-hidden="true"><span># study .sdd/audit/2026-07-24.jsonl &middot; 412 entries &middot; 18m04s span</span> <span>17:42:01</span> <span>manager.plan</span> <span>cb84a1&hellip;</span> 13 tasks &middot; est $4.20 <span>17:42:18</span> <span>scheduler.spawn</span> <span>3e09f7&hellip;</span> t-001 &rarr; backend (sonnet) <span>17:42:18</span> <span>scheduler.spawn</span> <span>81c2dd&hellip;</span> t-002 &rarr; backend (sonnet) <span>17:42:19</span> <span>scheduler.spawn</span> <span>b50af8&hellip;</span> t-003 &rarr; qa (opus) <span>17:55:11</span> <span>janitor.verify</span> <span>d014a3&hellip;</span> t-005 docs &middot; pytest 84/84 &middot; ruff 0 <span>17:55:14</span> <span>manager.merge</span> <span>ee7c12&hellip;</span> t-005 &rarr; chief &middot; 4 records &middot; clean <span>18:02:14</span> <span>janitor.fail</span> <span>9aa10b&hellip;</span> t-003 qa &middot; pytest collect err &middot; 3/3 retries <span>18:02:30</span> <span>scheduler.route</span> <span>71b4cc&hellip;</span> t-003 composition &rarr; sonnet &middot; awaiting op <span>18:09:14</span> <span>scheduler.pause</span> <span>4d2e09&hellip;</span> battle &middot; t-001 &harr; t-007 &middot; src/auth/refresh.py <span>verify sequence </span><span>ok &#10003;</span> <span>412/412 entries &middot; final hash 4d2e09cb&hellip;</span> <span>hmac key </span><span>~/.local/state/bernstein/audit.key</span></pre></div><span aria-hidden="true"></span><p>frequently asked</p><h2 id="faq-heading">the four questions <em>that obstacle install</em>.</h2><div><div><h3>is the scheduler an llm?</h3><p>no. the helpful fractional of the answer is anywhere models do sit: example choice is llm-assisted (capability router + recommender), and best-of-n picks a victor via llm judge. the two are opt-in and pluggable, so you can cable your own planner in through the routing layer. the one location a example never goes is the tick that decides who runs, who's blocked and what merges. put one there and the run stops replaying.</p></div><div><h3>does it phone home?</h3><p>nothing leaves your device without your config. opt-in telemetry is complete and audit-grade: hmac-chained run trail, per-task tool calls, example usage, token cost, latency percentiles. container it to your own otel collector, datadog, splunk, s3 bucket. defaults to local-only since on-prem installs need that, but the endeavor hooks are there.</p></div><div><h3>where does it run?</h3><p>wherever you item it. your laptop, on-prem rearward a firewall, cloudflare workers as the haze runtime, kubernetes as a multi-node cluster, or a hybrid of those. sandbox-execution manner is supported (cloudflare sandbox, local docker). your repo is the input, your tests are the gate; bernstein adapts to the host. nothing forces a saas hop.</p></div><div><h3>how is this distinct from claude code?</h3><p>claude code can spawn sub-agents on its own; bernstein does the identical item throughout 40+ cli agents at formerly and verifies their output against your tests alternatively of trusting it. claude code is the most average chief backend inner bernstein - using one does not exclude the other.</p></div></div><div><div><h3 id="email-strip-heading">one engineering article <em>a month</em>.</h3><p>what we shipped, what broke, what we learned. one click to unsubscribe.</p></div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/bernstein-open-source-governance-layer-for-ai-agents-74656</guid> <pubDate>Thu, 29 Oct 2026 07:24:56 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> <item> <title><![CDATA[Meesho: Company Overview, History, Mission and Services]]></title> <description><![CDATA[Meesho: Company Overview, History, Mission and Services. Meesho careers and discussion guide: business history, mission, values, endeavor model, competitors and forthcoming scheme to prepared for Meesho interviews.]]></description> <media:thumbnail url="https://www.boardinfinity.com/blog/content/images/2026/10/feat-1793254261192-66187.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/meesho-company-overview-history-mission-and-services-74660</link> <content:encoded><![CDATA[<div class="gh-content prose prose-lg pb-8"> <p>Meesho is an Indian e-commerce market built for value-conscious shoppers and small sellers. Its customers are mostly exterior the big metros. On one flank are first-time online buyers looking for affordable, mostly unbranded products specified as sarees, kurtis, residence décor and kitchenware. On the another are small manufacturers, wholesalers and resellers who use the phase to attain those buyers without the overheads of a traditional online storefront.</p><p>The business began in social commerce, anywhere group resold products through WhatsApp and Facebook. That former motionless shapes its concentration on low-cost, low-friction selling. For a candidate, Meesho is a live case study in construction technology, logistics and seller economics for the next motion of Indian net users. Interviewers in product, engineering, category, provision sequence and growth roles anticipate you to comprehend that client and seller base, not fair the app.</p><p>This guide covers anywhere Meesho came from, how its endeavor example and ownership have changed, what it says its goal is, and what it really offers buyers and sellers.</p><h2 id="1-company-overview"><strong>1. Company Overview</strong></h2><h3 id="about-meesho">About Meesho</h3><p>Meesho runs a mobile-first online market connecting small suppliers alongside price-sensitive buyers throughout India. The name comes from "Meri Shop" (my shop). It does not accusation sellers a commission on revenue and earns chiefly from services specified as promotion and logistics, so its scheme choices revolve about cost, rely and reach.</p><p>Those constraints create Meesho a powerful case study for its chief hiring areas. Engineering and merchandise teams build for low-end smartphones and patchy networks. Category and provision teams onboard sellers alongside small digital experience. Logistics teams keep shipment cheap for low-value orders. More item on the business is on its <a href="https://en.mycoding.id/category/technology" target="_blank">corporate website</a>.</p> <h3 id="company-history">Company History</h3><p>Meesho's former matters small for its dates than for its pivots. It moved from hyperlocal manner to WhatsApp-led reselling, and afterward to a complete market that charges sellers no commission. Each alter altered who the center client was and how the business makes money.</p><p>The 2025 move of domicile rear to India and the inventory market listing that followed are likewise relevant. Meesho now answers to community shareholders, and interviewers may ask how that shapes priorities specified as sustained profitability.</p> <div> <div> <div> <span></span> <span></span> </div> <div> <span>2015</span> <span>Founding</span> <p>Vidit Aatrey and Sanjeev Barnwal commencement up in Bengaluru alongside FashNear, a hyperlocal manner idea. They shortly pivot to Meesho, a phase that helps small businesses and individuals market online through social media.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2016</span> <span>Founding</span> <p>Meesho joins the <a href="https://en.mycoding.id/category/technology" target="_blank">Y Combinator Summer 2016 batch</a>, giving the first reselling example admission to Silicon Valley mentorship and investors.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2019</span> <span>Growth</span> <p>Facebook invests in Meesho, extensively reported as its archetypal funding in an Indian startup. The agreement signals how chief WhatsApp- and Facebook-led marketing was to the model.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2021</span> <span>Growth</span> <p>A backing circular led by SoftBank Vision Fund 2 makes Meesho a unicorn. A larger circular afterward the identical twelvemonth finances its shove from reselling into a direct-to-consumer marketplace.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2022</span> <span>Modernisation</span> <p>Meesho removes revenue commission for sellers. Monetisation shifts toward promotion and services, a defining characteristic of its current model.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2023</span> <span>Modernisation</span> <p>Meesho announces it has turned profitable. The concentration moves from growth at any disbursal to cost-efficient operations.</p> </div> </div> <div> <div> <span></span> <span></span> </div> <div> <span>2025</span> <span>Ownership Change</span> <p>Meesho completes a "reverse flip", moving its genitor company's domicile from the United States to India. It afterward converts into a community constricted business to prepared for listing.</p> </div> </div> <div> <div> <span></span> </div> <div> <span>Dec 2025</span> <span>Ownership Change</span> <p>Meesho completes its IPO and lists on the National Stock Exchange and BSE, becoming a publically traded company.</p> </div> </div> </div> <hr><h2 id="2-mission-vision-values"><strong>2. Mission, Vision &amp; Values</strong></h2><h3 id="mission">Mission</h3> <div> <span>💡</span> <p>"Democratize net commerce for everyone."</p> </div> <p>This is Meesho's authoritative goal line, used on its company location and in its community recommendation documents. In an interview, tie "everyone" to tangible groups: first-time online shoppers in smaller towns, small sellers who pay no commission, and resellers who started their endeavor on the platform.</p> <h3 id="vision">Vision</h3><p>Meesho leads alongside its sole goal row fairly than a distinct imagination statement. Its longer-term direction comes through in how it describes its work: making online marketing affordable for small businesses and online buying accessible to price-conscious buyers. Use the goal as your anchor whenever asked anywhere the business is heading.</p><hr><h2 id="3-products-and-services"><strong>3. Products and Services</strong></h2><p>Meesho's offering is a two-sided marketplace. A person app sits on one flank and a seller phase on the other, alongside advertising, reselling tools and logistics services connecting them.</p><p>That construction makes it applicable to multiple functions. Product and engineering teams build the two apps. Category and seller-growth teams oversee supply. Data discipline teams grip recommendations, pricing and fraud. Operations and provision sequence teams run fulfilment.</p><ul><li><strong>Meesho person marketplace</strong> is the app and website anywhere buyers shop throughout categories specified as cultural wear, occidental wear, footwear, residence and kitchen, beauty, kids' products and mobile accessories, alongside a powerful accent on low prices and cash-on-delivery convenience.</li><li><strong>Seller phase (Supplier Panel)</strong> lets manufacturers and wholesalers catalog catalogues, oversee orders, track payments and grip returns through the Meesho provider portal, alongside no commission charged on sales, which lowers the obstacle for a small saree creator in Surat or a kitchenware component in Rajkot.</li><li><strong>Seller advertising</strong> gives suppliers paid tools to boost the visibility of their catalogues in hunt and feeds, and it is a key income row under a zero-commission model.</li><li><strong>Reselling tools</strong> maintain Meesho's social-commerce roots by letting individuals portion merchandise catalogues alongside their own customers on WhatsApp and another social apps, add their own margin, and have Meesho grip shipment and fee collection.</li><li><strong>Valmo logistics</strong> is Meesho's logistics platform, which aggregates smaller shipment and sorting partners into a sole network to bring downward shipping expenses on low-value orders, the center financial difficulty of serving prosperity shoppers.</li><li><strong>Seller assistance and growth services</strong> contain onboarding help, catalogue norm guidance, pricing insights and fee colony assistance aimed at first-time online sellers, many of whom move from offline wholesale markets to e-commerce through Meesho.</li></ul><hr><h2 id="4-key-competitors-of-meesho"><strong>4. Key Competitors of Meesho</strong></h2><p>Meesho competes in India's value e-commerce segment. Its buyers are price-conscious shoppers, many exterior the metros, who desire affordable unbranded fashion, residence products and mundane products.</p><p>Competition current runs on a few dimensions: lowest productive price, degree of unbranded assortment, how cheap it is for small sellers to list, shipment attain into smaller towns, and whether a first-time online buyer trusts the returns process.</p> <div> <div> <h4>Shopsy (Flipkart)</h4> <div>Flipkart's low-price market app</div> <p><b>Competes on:</b> prosperity unbranded manner and residence products for value-seeking buyers, which is the identical shopper and the identical receptacle Meesho targets.</p> <p><b>Position:</b> its power is Flipkart's logistics network, seller basis and payments ecosystem, which let it equivalent Meesho on cost during offering a acquainted genitor brand.</p> </div> <div> <h4>Amazon Bazaar (Amazon India)</h4> <div>Low-price storefront inner the Amazon app</div> <p><b>Competes on:</b> low-ticket unbranded fashion, accessories and manner items, which is a straightforward reply to the price-led section Meesho built.</p> <p><b>Position:</b> it benefits from Amazon's shipment reliability and the rely of its existing client base. Its difficulty is persuading sellers and buyers that a premium-perceived phase can additionally be the cheapest option.</p> </div> <div> <h4>Ajio Street (Reliance Retail)</h4> <div>Value manner format inside the Ajio app</div> <p><b>Competes on:</b> affordable unbranded apparel and footwear, which is Meesho's sole most crucial category.</p> <p><b>Position:</b> it draws on Reliance Retail's sourcing measure and manner merchandising depth, making it a grave contender specifically in low-price clothing.</p> </div> <div> <h4>Snapdeal</h4> <div>Value-focused online marketplace</div> <p><b>Competes on:</b> budget-friendly, mostly unbranded products for shoppers in smaller cities and towns, which is the identical spectators and the identical cost collection as Meesho.</p> <p><b>Position:</b> it was an first participant to commit completely to value e-commerce. However, it operates without the assistance of a ample retailing or tech genitor that Shopsy, Amazon Bazaar and Ajio Street enjoy.</p> </div> </div> <p>Meesho's chief structural difference is on the seller side. Its zero-commission provider example lowers the disbursal for small manufacturers and resellers to list. That matters since cheaper listing feeds immediately into lesser prices for buyers.</p><p>In an interview, construction a rivalrous answer about these dimensions: price, seller economics, assortment, attain and trust. Say anywhere all competitor genuinely strikes Meesho and anywhere Meesho holds the edge, fairly than reducing the answer to which business is bigger.</p><hr><h2 id="5-corporate-social-responsibility-csr"><strong>5. Corporate Social Responsibility (CSR)</strong></h2><p>Meesho's endeavor depends on small sellers, home-based entrepreneurs and first-time net shoppers in smaller towns, so its most dependable social effect areas are livelihoods, digital admission and rely in online buying. The themes below are justified from how the endeavor works. They are not a catalog of confirmed named programmes.</p><p>Before you name a particular CSR undertaking in an interview, inspect Meesho's latest annual report, CSR guideline or newsroom posts, since program names and partners alter from twelvemonth to year.</p> <div> <div> <span>👩</span> <h4>Women's Entrepreneurship</h4> <p>Meesho began by assisting people, many of them women operating from home, resell products through social media, so supporting women's earnings and endeavor skills fits its roots.</p> </div> <div> <span>💻</span> <h4>Digital Skills for Small Sellers</h4> <p>Training small manufacturers and traders to catalog products, cost them and oversee orders online helps them market beyond their local market.</p> </div> <div> <span>🌐</span> <h4>Regional Language Access</h4> <p>Making buying and marketing usable in Indian languages lowers the obstacle for users who are not comfortable alongside English-first apps.</p> </div> <div> <span>🚚</span> <h4>Livelihoods in Logistics</h4> <p>Last-mile shipment and local logistics partners create activity in smaller towns, which ties into Meesho's shove to assist users beyond the metros.</p> </div> <div> <span>♻</span> <h4>Responsible Packaging</h4> <p>High command volumes of low-priced products create a lot of packaging, so reducing synthetic and directing sellers on lighter packaging is a natural sustainability lever.</p> </div> <div> <span>🛡</span> <h4>Online Safety and Consumer Trust</h4> <p>First-time online shoppers are additional exposed to scams and counterfeit listings, so awareness concerning fraud and harmless payments protects the two buyers and honest sellers.</p> </div> </div> <hr><h2 id="6-interview-process-selection-rounds"><strong>6. Interview Process &amp; Selection Rounds</strong></h2><p>Meesho hires through evidence drives, referrals and straightforward applications on its careers site. The exact sequence depends on the team: engineering roles lean heavily on coding and scheme design, during business, category and merchandise roles lean on cases, guesstimates and metrics.</p><p>Senior hires normally visage additional scheme and guidance degree and small screening tests. Expect the general form below, alongside the figure of functional rounds varying by function and level.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Application and Resume Shortlisting</h4> <p>Recruiters appearance for evidence of effect that matches the role. Freshers are normally filtered through evidence eligibility and projects or internships. Lateral candidates are judged on measurable outcomes specified as features shipped, categories grown or expenses reduced.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Recruiter Screening Call</h4> <p>This abbreviated call checks motivation, function fit, notice duration and location preferences. It is additional average for informed hires than for evidence candidates. Be prepared to explain in two minutes why Meesho and why this team.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Online Assessment or Assignment</h4> <p>Engineering candidates typically resolve timed data structures and algorithms problems. Analytics roles may get SQL, data or aptitude questions. Business and category roles may get an Excel case or a written problem, and scheme roles are normally asked for a portfolio.</p> </div> </div> <div> <div> <span>4</span> <span></span> </div> <div> <h4>Functional or Technical Rounds</h4> <p>There are normally two or three rounds. Engineers visage coding, afterward low-level design, and high-level scheme scheme at elder levels. Product managers get merchandise awareness and metrics problems. Business roles get guesstimates, component economics and category or seller cases.</p> </div> </div> <div> <div> <span>5</span> <span></span> </div> <div> <h4>Hiring Manager Round</h4> <p>The director probes ownership, degree on former activity and how you create decisions alongside constricted data. Technical managers may revisit a scheme you discussed earlier. Business managers frequently shove on trade-offs between person experience, seller economics and cost.</p> </div> </div> <div> <div> <span>6</span> </div> <div> <h4>HR and Culture Fit Round</h4> <p>This circular tests motivation, alignment alongside Meesho's goal of making net commerce accessible to everyone, and behavioural answers on battle and integrity. It normally closes alongside a compensation and joining discussion. For evidence hires it is frequently blended alongside the director round.</p> </div> </div> </div> <hr><h2 id="7-common-interview-questions-across-roles"><strong>7. Common Interview Questions Across Roles</strong></h2><p>Any Meesho applicant can visage these questions, any the function. Role-specific specialized questions are covered in all role's own discussion guide.</p> <div id="iq-cq-wrap"> <h3>Company-Fit and General Questions</h3> <div id="iq-cq-filters"></div> <div id="iq-cq-list"></div> </div> <hr><h2 id="8-required-skills-tools"><strong>8. Required Skills &amp; Tools</strong></h2><p>Meesho does not have one catalog of required skills. Each occupation path needs a distinct set, and this array uses the identical routes as the Career Opportunities division that follows.</p> <hr><h2 id="9-career-opportunities-at-meesho"><strong>9. Career Opportunities at Meesho</strong></h2><p>Meesho hires alongside functional routes. Each path runs from an entry-level expert or affiliate heading to elder individual-contributor and people-manager roles. On most routes, you move up by widening the range of the problems you own, from a sole characteristic or category to a entire endeavor outcome, fairly than by tenure.</p> <div> <div> <div> <span>1</span> <span></span> </div> <div> <h4>Engineering</h4> <p>Titles run from Software Development Engineer (SDE I, SDE II, SDE III) to Senior and Lead Engineer, Architect and Engineering Manager. Teams shield backend, Android, web, phase and infrastructure. The activity centres on systems that must remain accelerated and cheap for price-sensitive users on low-end phones and patchy networks. <b>Growth signal:</b> owning a assistance end to end and measurably improving its reliability, latency or disbursal moves you up.</p> </div> </div> <div> <div> <span>2</span> <span></span> </div> <div> <h4>Data Science &amp; Analytics</h4> <p>Entry points are Business Analyst and Data Analyst, progressing to Senior Analyst, Analytics Manager, Data Scientist and Senior or Lead Data Scientist. The activity covers recommendations, hunt ranking, pricing, fraud finding and come back prediction. <b>Growth signal:</b> shipping a example or inspection that changes a endeavor decision, specified as lesser come back rates or improved conversion, earns promotion additional than specialized sophistication alone.</p> </div> </div> <div> <div> <span>3</span> <span></span> </div> <div> <h4>Product Management</h4> <p>The ladder runs Associate Product Manager, Product Manager, Senior Product Manager, afterward Group Product Manager or Director of Product. PMs own surfaces on the buyer app, the provider panel or logistics, frequently for first-time online shoppers in Tier 2 and Tier 3 towns. <b>Growth signal:</b> moving from shipping features to owning a metric, specified as reiterate orders or provider activation, and defending trade-offs alongside data.</p> </div> </div> <div> <div> <span>4</span> <span></span> </div> <div> <h4>Design &amp; User Research</h4> <p>Roles contain Product Designer, Senior Product Designer, Lead Designer, UX Researcher and Design Manager. The activity focuses on vernacular, low-literacy-friendly interfaces and uncomplicated flows for checkout, returns and seller onboarding. <b>Growth signal:</b> grounding scheme choices in site investigation alongside genuine users and showing their consequence on project completion or drop-off.</p> </div> </div> <div> <div> <span>5</span> <span></span> </div> <div> <h4>Business, Category &amp; Supplier Growth</h4> <p>Titles run from Associate Category Manager and Business Analyst to Category Manager, Key Account Manager, Senior Category Manager and Category Head. The activity spans categories specified as fashion, residence and beauty. These teams onboard and develop small suppliers, tune assortment and pricing, and oversee seller quality. <b>Growth signal:</b> expanding a category's choice and command quantity during holding norm and come back metrics steady.</p> </div> </div> <div> <div> <span>6</span> </div> <div> <h4>Operations, Logistics &amp; Corporate Functions</h4> <p>Operations titles contain Program Manager, Operations Manager and Supply Chain Manager, operating on fulfilment, last-mile shipment and the Valmo logistics network. Corporate roles shield Finance, HR Business Partner, Legal and Trust &amp; Safety. <b>Growth signal:</b> operating a procedure that scales, specified as lesser shipment disbursal per command or faster disagreement resolution, without adding proportional headcount.</p> </div> </div> </div> <hr><h2 id="10-future-outlook-and-strategic-plan"><strong>10. Future Outlook and Strategic Plan</strong></h2><p>Meesho positions itself as the e-commerce phase for India's value-conscious shoppers and small sellers. It sharpened that stance alongside the zero-commission example and the initiate of its own logistics platform, Valmo.</p><p>Its move to Indian domicile and its community listing average this direction now plays out under the scrutiny that comes alongside being a listed company. The five themes below display anywhere that direction points. Each one describes what a applicant have to be prepared to discuss.</p> <div> <div> <div> <span>1</span> </div> <div> <h4>Value commerce beyond the metros</h4> <p>Be prepared to explain how first-time online shoppers in smaller towns differ from metro buyers. Cover rely in cash-on-delivery, comfort alongside regional-language interfaces and fear of a difficult return. Then depict how you would design, market or assistance a merchandise for them.</p> </div> </div> <div> <div> <span>2</span> </div> <div> <h4>Seller growth under zero commission</h4> <p>Expect questions on how a market earns whenever it does not obtain a commission, for example through promotion and logistics services. Have a perspective on how you would assistance a small saree provider in Surat or a knitwear component in Tiruppur list, cost and measure on the platform.</p> </div> </div> <div> <div> <span>3</span> </div> <div> <h4>Logistics through Valmo</h4> <p>Think in conditions of disbursal per shipment, shipment reliability and return-to-origin orders, which hurt margins on low-priced products. Be prepared to conversation how a network of smaller logistics partners can be coordinated without owning all truck or warehouse.</p> </div> </div> <div> <div> <span>4</span> </div> <div> <h4>Technology and AI at bulk scale</h4> <p>Engineering and data candidates have to be prepared to conversation recommendations, hunt throughout Indian languages, catalogue norm and fraud finding on a extremely large, low-ticket command base. Non-tech candidates should display how they use data to create a decision, not fair study it.</p> </div> </div> <div> <div> <span>5</span> </div> <div> <h4>Discipline as a listed company</h4> <p>Public markets reward sustainable component economics complete growth at any cost. Be prepared to conversation through a trade-off you have made between speed and cost, and explain why governance and exact reporting matter in your role.</p> </div> </div> </div> <hr><h2 id="11-conclusion"><strong>11. Conclusion</strong></h2><p>Meesho occupies the value end of Indian e-commerce. There it competes alongside Flipkart's Shopsy and Amazon's low-price offerings for price-sensitive shoppers and small sellers.</p><p>Its direction depends on two things. Costs must remain low adequate for zero-commission marketing and Valmo's logistics to keep working. The business must additionally acquire the rely of first-time buyers exterior the big cities.</p><p>For person joining, that method activity judged on effectiveness and on users who are uncomplicated to overlook. Candidates who comprehend the seller, the shopper and the disbursal of all command volition conversation Meesho's tongue from the archetypal round.</p> <div id="inline-toc-container" class="inline-toc-widget bg-gray-50 border border-gray-200 rounded-lg p-6 my-8 hidden"> <p class="font-serif text-xl text-gray-800 font-bold mb-4 mt-0"> Table of Content </p> <div class="gh-toc"></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/meesho-company-overview-history-mission-and-services-74660</guid> <pubDate>Thu, 29 Oct 2026 07:16:15 +0700</pubDate> <author><![CDATA[support@mycoding.id (Board Infinity)]]></author> </item> <item> <title><![CDATA[AI yang Kini Ada di Genggamanmu]]></title> <description><![CDATA[AI yang Kini Ada di Genggamanmu. Channel ini menyajikan materi seputar Data Science &amp; Artificial Intelligence, Networking &amp; Cyber Security, serta Database &amp; Programming. Seluruh mat...]]></description> <media:thumbnail url="https://i1.ytimg.com/vi/kYqG4ppx9e4/maxresdefault.jpg"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/ai-yang-kini-ada-di-genggamanmu-74661</link> <content:encoded><![CDATA[<p class="embed-responsive embed-responsive-16by9 post-embed"><iframe width="560" height="315" aria-label="Preview" class="embed-responsive-item" src="https://www.youtube.com/embed/kYqG4ppx9e4?autoplay=1&amp;mute=1&amp;playsinline=1&amp;rel=0" title="YouTube video player" frameborder="0" allow="autoplay; accelerometer; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></p><h2>AI yang Kini Ada di Genggamanmu</h2><p>Channel ini menyajikan materi seputar Data Science &amp; Artificial Intelligence, Networking &amp; Cyber Security, serta Database &amp; Programming. Seluruh materi disusun secara sistematis untuk membantu Anda memahami konsep, teknologi, dan praktik yang digunakan di bumi teknologi informasi, mulai dari tingkat alas hingga lanjutan. Setiap bahasan berfokus pada pengembangan keahlian melalui materi yang gampang dipahami, relevan dengan kebutuhan industri, dan disampaikan untuk tujuan edukasi. Seluruh konten mengedepankan implementasi teknologi secara legal, etis, dan bertanggung jawab, sehingga dapat menjadi rujukan belajar bagi pelajar, mahasiswa, maupun profesional. Jika Anda mau mengembangkan kapasitas di sektor pemrograman, pengelolaan data, kecerdasan buatan, jaringan komputer, maupun keamanan siber, channel ini menyediakan materi yang dapat membantu membangun fondasi ilmu sekaligus menaikkan keahlian secara bertahap. Playlist video terkait: ▪ https://www.youtube.com/playlist?list=PLZGgeqmsm32s ▪ https://www.youtube.com/playlist?list=PLZomBNpDl3vc ▪ https://www.youtube.com/playlist?list=PLE5VyXMZkzb8 PEMBAHASAN MATERI Playlist Materi Ilmu Komputer berisi kumpulan video pembelajaran, tutorial, klarifikasi konsep, studi kasus, demo, dan bahasan komplit seputar beragam sektor dalam ilmu komputer. Materi yang disajikan mencakup alas hingga tingkat lanjut, mulai dari pemrograman, pengelolaan database, jaringan komputer, keamanan siber, mekanisme operasi, pengembangan alat lunak, arsitektur komputer, hingga beragam teknologi yang digunakan dalam bumi komputasi modern. Temukan bahasan mengenai komputer dan pemrograman, algoritma, struktur data, PHP, JavaScript, Python, Laravel, MySQL, PostgreSQL, API, rekayasa alat lunak, database, jaringan komputer, pengelolaan server, cloud computing, virtualisasi, Linux, Windows Server, keamanan jaringan, cyber security, ethical hacking, kriptografi, keamanan aplikasi, DevOps, Internet of Things (IoT), kecerdasan buatan (AI), machine learning, serta beragam konsep, teknologi, dan praktik terbaik di sektor ilmu komputer. Playlist ini cocok bagi pelajar, mahasiswa, programmer, web developer, software engineer, pengelola sistem, ahli IT, maupun siapa saja yang mau mempelajari dan memperdalam wawasan di bumi ilmu komputer secara menyeluruh. CONTACT US ▪ Email support@mycoding.id ▪ WhatsApp https://wa.me/6281274309663 ▪ Telegram https://t.me/mycodingxd OFFICIAL LINKS ▪ Web https://mycoding.id ▪ Blog https://blog.mycoding.id ▪ News https://en.mycoding.id ▪ Apps https://play.google.com/store/apps/dev?id=5237501547073493079 SOCIAL MEDIA ▪ https://linkedin.com/company/mycodingxd ▪ https://facebook.com/mycodingxd ▪ https://instagram.com/mycodingxd ▪ https://tiktok.com/@mycodingxd ▪ https://twitter.com/mycoding_xd ▪ https://pinterest.com/mycoding_xd CHANNEL LINKS ▪ YouTube https://safelink.asia/youtube ▪ DailyMotion https://safelink.asia/dailymotion ▪ WhatsApp https://safelink.asia/whatsapp ▪ Telegram https://safelink.asia/telegram Powered by https://linkedin.com/company/401XDGroup #CyberSecurity #ArtificialIntelligence #Networking #DataScience #Programming #Database</p>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/ai-yang-kini-ada-di-genggamanmu-74661</guid> <pubDate>Thu, 29 Oct 2026 07:00:22 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mc Project)]]></author> </item> <item> <title><![CDATA[Financial Times ranks Hostinger among Europe’s Long-Term Growth Champions]]></title> <description><![CDATA[Financial Times ranks Hostinger among Europe’s Long-Term Growth Champions. Hostinger has been classified 39th in the Financial Times Europe’s Long-Term Growth Champions 2027, which recognizes European companies by compound annual income g...]]></description> <media:thumbnail url="https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/public"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/financial-times-ranks-hostinger-among-europe-s-long-term-growth-champions-74654</link> <content:encoded><![CDATA[<div> <div id="blog-post-container"> <div id="post"> <div> <div> <p> Thursday October 29, 2026 </p> <p> Hostinger P. </p> </div> <p><img width="807" height="454" src="https://www.hostinger.com/blog/fit=scale-down" alt="Financial Times ranks Hostinger among Europe’s Long-Term Growth Champions" decoding="async" fetchpriority="high" srcset="https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/w=1920,fit=scale-down 1920w, https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/w=300,fit=scale-down 300w, https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/w=1024,fit=scale-down 1024w, https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/w=768,fit=scale-down 768w, https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Newsroom-ft-europe-longterm-growth-champions-1920x1980-1.png/w=1536,fit=scale-down 1536w" sizes=" 807px) 100vw, 807px"> </p> <p>Hostinger has been classified 39th in the Financial Times Europe&rsquo;s Long-Term Growth Champions 2027, which recognizes European companies by compound annual income growth between 2015 and 2025.</p><p>Hostinger&rsquo;s income reached &euro;275.4 myriad in 2025, up 51% from the former year. This marks the fourth successive twelvemonth of income growth complete 50%. Revenue has nearly quadrupled since 2022, whenever it was &euro;69.6 million.</p><p>&ldquo;Our growth complete the former decade comes from millions of customers who decided to rotate an idea into a business. AI has made launching a website or app easier than ever, but going online and construction a endeavor that lasts are two extremely distinct things. We&rsquo;ve spent two decades assisting group obtain the archetypal step. Now we desire to assistance them alongside all stage following it: finding customers, making sales, and growing,&rdquo; stated Giedrius Zakaitis, CEO of Hostinger.</p><p><strong>Hostinger&rsquo;s earth operations continue to grow</strong></p><p>Founded in Lithuania in 2004, Hostinger has spent two decades making complex innovation easier to use for group without specialized expertise. Today, it serves customers in additional than 150 countries. Its client basis passed 5 myriad in June 2026, and in October, the business reached 10 myriad domains under management, adding 2 myriad in ten months.</p><p>Hostinger develops its products in-house, including websites, domains, email, and ecommerce tools. Customers can use these services to initiate and run an online endeavor without having to nexus distinct platforms or pay for multiple subscriptions.</p><p>In August 2026, Hostinger launched AI Builder, which lets users create websites and web applications merely by describing what they desire to build, without penning code. Hostinger Agent afterward helps them answer specialized questions, investigation their market, and discover ways to diagram their archetypal customers.</p><p>Hostinger plans to nexus additional services so that its AI Agent can obtain attention of additional mundane endeavor tasks for customers.</p><p>The ranking was compiled by the Financial Times in alliance alongside Statista, which considered additional than 11,000 companies.</p> <div id="the-author-section"> <div> <p><img src="https://imagedelivery.net/LqiWLm-3MGbYHtFuUbcBtA/wp-content/uploads/sites/4/2026/10/Hostinger_Icon_Purple.jpg/w=255,h=255,fit=scale-down" alt="Author"> </p> <div> <p><span>The author</span></p><p>Hostinger Press</p> </div> </div> </div> </div> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/financial-times-ranks-hostinger-among-europe-s-long-term-growth-champions-74654</guid> <pubDate>Thu, 29 Oct 2026 06:39:58 +0700</pubDate> <author><![CDATA[support@mycoding.id (Hostinger Press)]]></author> </item> <item> <title><![CDATA[Google has a plan to keep ads alive even when AI agents do the shopping]]></title> <description><![CDATA[Google has a plan to keep ads alive even when AI agents do the shopping. Google stated that AI agents can automate shopping, but users volition motionless desire choices.]]></description> <media:thumbnail url="https://i.insider.com/6ae2be52e793e1297142688b?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/google-has-a-plan-to-keep-ads-alive-even-when-ai-agents-do-the-shopping-74651</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6aa95cd5ec15fe2d3cf177ea?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="An depiction showing Google AI mode" decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>AI overviews have led to additional searches than ever, but Google is not making prosperity at the identical rate.</span> <span> <span e-name="image-source" itemprop="creditText">Matteo Della Torre/NurPhoto via Getty Images</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p><br>Google has a throw for advertisers concerned AI agents volition create <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Search</a> obsolete: Let the bots do the buying legwork, but depart group to difference brands, prices, perks &mdash; and sponsored offers.</p><div><p>"When users shop, and that's important, there's a part of the journey they don't like, the grunt work, which is frankly awesome to automate alongside AI," Philipp Schindler, Google's chief endeavor officer, stated on <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Alphabet's earnings call</a> on Tuesday. "But we additionally desire to enhance, not fair automate distant the finding cognition that group frankly affection in so many cases."</p><p>He stated users do not continually desire the cheapest option; they additionally measure brand loyalty and client service. Google believes that this decision-making procedure gives it area to build ads into agentic shopping.</p></div><p>He shared an example of how that power work: "Here's the coverage merchandise we found, and here's another powerful option, one of which is a higher premium, perchance a lesser deductible, and they are currently offering a extremely particular discount."</p><p>Schindler added that there is nearly never a sole ideal resolution for any buying decision, which makes Google "confident" that there is area for promotion equal in <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">agentic search</a>.</p><p>The comments recommendation a clearer clarification of Google's endeavor example for agentic search, which has presented a difficulty for its center ads business. On Tuesday, the business stated that <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}'>Google's AI mode</a> has led to additional searches than ever, but it's not making prosperity at the identical rate. It's a important involvement among investors, who have lengthy asserted that AI chatbots and agents volition endanger Google's hunt business.</p><p>Google has been indication for months that it wants to resolve that issue without merely cramming old-style ads into a chatbot. Last quarter, Google stated it was evaluation ideas akin showing offers during journey preparedness and plainly marked sponsored links inner AI-generated lists.</p><p>Alphabet reported third-quarter income of $127.58 billion, narrowly below the $127.97 milliard analysts expected. Earnings per portion came in at $2.12, versus approximately $3.01 expected, mostly since of an $8.2 milliard unrealized defeat on its SpaceX investment. Shares cut concerning 10% following hours.</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Shuby is a elder newsman at Business Insider's Singapore bureau, anywhere she writes concerning tech, alongside a concentration on AI training and vibe-coding startups.She earlier interned for Bloomberg News and CNBC. She studied communications and endeavor at the National University of Singapore. In 2026, she won the Singapore Press Club Tech Journalism Award for her activity on the hidden individual disbursal of Meta's chatbot training program and an expos&eacute; on the dreary market for AI gig-work accounts.Have a tip? Contact her via email at sgoel@insider.com or on safe messaging app Signal at @shuby.85. We can keep sources anonymous.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/google-has-a-plan-to-keep-ads-alive-even-when-ai-agents-do-the-shopping-74651</guid> <pubDate>Thu, 29 Oct 2026 05:47:44 +0700</pubDate> <author><![CDATA[support@mycoding.id (Shubhangi Goel)]]></author> </item> <item> <title><![CDATA[Shopify CEO turned his wine cellar into an AI rack — and uses it to find his most stressful meetings]]></title> <description><![CDATA[Shopify CEO turned his wine cellar into an AI rack — and uses it to find his most stressful meetings. Shopify CEO Tobi Lütke runs a individual AI aide in his vino cellar that uses his Fitbit data to acknowledge his most stressful meetings.]]></description> <media:thumbnail url="https://i.insider.com/6ae28b0aca24d51c5f8a0132?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/shopify-ceo-turned-his-wine-cellar-into-an-ai-rack-and-uses-it-to-find-his-most-stressful-meetings-74652</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ae28ae7ca24d51c5f8a0131?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt=" Cole Burston/Bloomberg via Getty Images" decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Shopify CEO Tobi L&uuml;tke stated he didn't have adequate vino to inhabit his cellar, so he converted it into an AI server room.</span> <span> <span e-name="image-source" itemprop="creditText">Cole Burston/Bloomberg via Getty Images</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>The Shopify CEO didn't have adequate vino to inhabit his cellar, but he had plentifulness of uses for an AI system.</p><p>Speaking alongside Alex Heath on an event of the Sources podcast released on Wednesday, Tobi L&uuml;tke stated he consulted his &ldquo;inner 16-year-old&rdquo; before converting the underused area into a residence for computing hardware.</p><p>"So now I have a rack cellar, and it has akin one of those GB300s from Dell in it," L&uuml;tke said. "So it is really completely training models."</p><p>The GB300 refers to Nvidia's Grace Blackwell Ultra computing platform, which Dell has built into mighty computers designed to create and run AI models.</p><p>L&uuml;tke stated the setup allows him to run AI locally, operating alongside delicate data he can't dispatch to an exterior lab. The delegate researches topics, prepares briefings, and gathers data concerning his regular life, he said.</p><p>&ldquo;I think it's likely the most compelling product<strong> </strong>I've always encountered in my life," L&uuml;tke said. "It runs a manuscript that kind of makes a gathering of all sorts of things, including my Fitbit data, and, you know, evidently has my calendar."</p><p>"It has a small app. It knows my geolocation," L&uuml;tke added. "For my hobby, I do a lot of health-style analysis, but afterward stated that I have all this data, akin I have bosom charge data for, you know, for this, and I figured out who my most stressful meetings are with."</p><p>Tech bosses are finding increasingly individual uses for AI. Business Insider earlier reported that <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Google CEO Sundar Pichai </a>uses agents to prosecute inner discussions and computing usage. Apple CEO <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Tim Cook</a> uses AI to summarize emails, during OpenAI's Sam Altman has turned to ChatGPT for <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">parenting questions</a>.</p><p>L&uuml;tke has additionally pushed workforce to put AI to work. In a memo made community in April 2025, he stated that all <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Shopify teams</a> must display why they can't accomplish their goals alongside AI before hiring new employees.</p> <p>Asked by Heath whether he told the group he discovered were stressing him out, L&uuml;tke said: &ldquo;Yeah. Totally.&rdquo;</p><p>"It's like: here's the funniest item I fair discover out &mdash; conjecture what?" L&uuml;tke said. "And afterward they didn't think it's nearly as funny."</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Katherine Li is a newsman on Business Insider's West Coast endeavor news team. She covers career,&nbsp; the forthcoming of work, and how AI is changing hiring practices and office trends.</span><span>Previously, she was a newsroom chap who wrote global breaking news and produced newsletters for Semafor. Before that, she wrote concerning climate policies for The Lever, covered the AAPI community for the SF Chronicle as a freelancer, and wrote concerning the 2019 Hong Kong protests as an intern for The New York Times.</span><span>She is an alumna of the Graduate School of Journalism at UC Berkeley and a alumnus of the global reporting program at Hong Kong Baptist University alongside minors in French and English literature.&nbsp;&nbsp;</span><span>Email Katherine at <a href="https://en.mycoding.id/category/business" target="_blank">katherineli@insider.com</a> and prosecute her on Bluesky <a href="https://en.mycoding.id/category/business" target="_blank">@</a><a href="https://en.mycoding.id/category/business" target="_blank">katherineli.bsky.social</a>.&nbsp;</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/shopify-ceo-turned-his-wine-cellar-into-an-ai-rack-and-uses-it-to-find-his-most-stressful-meetings-74652</guid> <pubDate>Thu, 29 Oct 2026 05:01:01 +0700</pubDate> <author><![CDATA[support@mycoding.id (Katherine Li)]]></author> </item> <item> <title><![CDATA[Zillow to pay $212.5M to settle class action for real estate venture]]></title> <description><![CDATA[Zillow to pay $212.5M to settle class action for real estate venture. Comments]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/zillow-to-pay-212-5m-to-settle-class-action-for-real-estate-venture-74653</link> <content:encoded><![CDATA[<div><p id="cmsg">Please allow JS and disable any ad blocker</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/zillow-to-pay-212-5m-to-settle-class-action-for-real-estate-venture-74653</guid> <pubDate>Thu, 29 Oct 2026 04:48:05 +0700</pubDate> <author><![CDATA[support@mycoding.id (Putri Silvia)]]></author> </item> <item> <title><![CDATA[The Milwaukee Brewers win the first World Series title in franchise history]]></title> <description><![CDATA[The Milwaukee Brewers win the first World Series title in franchise history. Comments]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/the-milwaukee-brewers-win-the-first-world-series-title-in-franchise-history-74648</link> <content:encoded><![CDATA[<a href="https://en.mycoding.id/category/technology" target="_blank">Comments</a>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/the-milwaukee-brewers-win-the-first-world-series-title-in-franchise-history-74648</guid> <pubDate>Thu, 29 Oct 2026 04:44:12 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mira Azkia)]]></author> </item> <item> <title><![CDATA[Claude Code burns ~15–20% of your tokens on a 3-word status line]]></title> <description><![CDATA[Claude Code burns ~15–20% of your tokens on a 3-word status line. Comments]]></description> <media:thumbnail url="https://github.githubassets.com/assets/gist-og-image-54fd7dc0713e.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/claude-code-burns-15-20-of-your-tokens-on-a-3-word-status-line-74649</link> <content:encoded><![CDATA[<p> Claude Code burns ~15-20% of your tokens on a 3-word position line: a Bun preload that turns agent_summary off &middot; by Flamerix AI, flamerix.ai &middot; MIT </p><div> <div id="file-readme-md"> <div id="file-readme-md-readme" tabindex="0" role="region" aria-label="27PM on October 26."> <p dir="auto">by <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">Flamerix AI</a> &middot; MIT License</p> <blockquote> <p dir="auto">Tested on Linux, Claude Code 2.1.257&ndash;2.1.312 (see Tested versions). The binary is not modified (BUN_OPTIONS=--preload). An update can silently undo it, so see Verify.</p> </blockquote> <div dir="auto"><pre>curl -fsSL https://gist.githubusercontent.com/flamerix-ai/c3905705cc4205e5de3011fa2e74efce/raw/no-agent-summary.js -o <span>~</span>/.local/share/no-agent-summary.js claude daemon halt --any BUN_OPTIONS=<span><span>"</span><span>${BUN_OPTIONS<span>:</span>+<span>$BUN_OPTIONS</span> }</span>--preload <span>$HOME</span>/.local/share/no-agent-summary.js<span>"</span></span> claude</pre></div> <p dir="auto">To create it imperishable for all Claude Code process, see <a href="https://en.mycoding.id/category/technology" target="_blank">Install</a>.</p> <p dir="auto">Every ~30 seconds, for all backdrop agent, Claude Code sends that agent's <strong>entire transcript</strong> to the agent's own example (usually Opus) and asks it to "describe your most recent action in 3-5 words". The answer lone updates the agent's position row in the agents panel; it never reaches the example or your conversation. There is no environment that turns it off, and since 2.1.232 (August 2026) it has been on by default.</p> <p dir="auto">The anomaly was detected by <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">DRIM</a> in Claude Code's OpenTelemetry export: grouping claude_code.api_request events by query_source showed agent_summary costing <strong>more than the chief conversation itself</strong>.</p> <table readabilitydatatable="1"> <thead> <tr> <th>query_source = agent_summary</th> <th>week before the hook</th> <th>2 days after</th> </tr> </thead> <tbody> <tr> <td>share of all Claude Code spend</td> <td><strong>16.4 %</strong> (main conversation: 15.7 %)</td> <td><strong>0 %</strong></td> </tr> <tr> <td>share of all API requests</td> <td><strong>19.7 %</strong>, concerning 1 in 5</td> <td><strong>0 %</strong></td> </tr> <tr> <td>part of that expend on Opus</td> <td>96 %</td> <td>&mdash;</td> </tr> <tr> <td>input tokens per output token</td> <td>&asymp; 9,000 : 1</td> <td>&mdash;</td> </tr> </tbody> </table> <p dir="auto">Spend current method Claude Code's own per-request evaluation (cost_usd), not an invoice: on a subscription, what you endure is rate-limit headroom. We are not the lone ones who measured it: <a href="https://en.mycoding.id/category/technology" target="_blank" data-hovercard-type="issue" data-hovercard-url="/anthropics/claude-code/issues/86879/hovercard">#86879</a> collects four independent measurements of 18&ndash;26 %.</p> <p dir="auto">no-agent-summary.js is a Bun preload (~80 lines of code). It wraps setTimeout/setInterval; when a callback's origin content contains a summarizer anchor (e.g. the [AgentSummary] Timer fired log line), it returns an inert grip alternatively of arming the timer. Every another timer passes through untouched. In the OpenTelemetry export the suppressed requests are claude_code.api_request events alongside query_source = agent_summary.</p> <p dir="auto">Why a timer hook fairly than item simpler: the component ships as precompiled Bun bytecode, so editing its JS content inner the binary changes nothing, and the API client does not go through a wrapped globalThis.fetch. But Function.prototype.toString motionless returns a callback's source even whenever it runs from bytecode, so the timer can be recognised by a cord inner it. The inert timer uses exactly 2&sup3;&sup1;&minus;1 ms: Node and Bun treat a larger postpone as 1 ms, so an "infinite" delay would blaze at once.</p> <ol dir="auto"> <li> <p dir="auto">Put no-agent-summary.js location stable; note its <strong>absolute</strong> path.</p> </li> <li> <p dir="auto">Set BUN_OPTIONS <strong>globally</strong> so all Claude Code procedure gets it. One of:</p> <div dir="auto"><pre><span><span>#</span> ~/.profile, ~/.bashrc, ~/.zshrc</span> <span>export</span> BUN_OPTIONS=<span><span>"</span><span>${BUN_OPTIONS<span>:</span>+<span>$BUN_OPTIONS</span> }</span>--preload /abs/path/no-agent-summary.js<span>"</span></span></pre></div> <div dir="auto"><pre><span><span>#</span> ~/.config/fish/config.fish</span> <span>set</span> <span>-gx</span> BUN_OPTIONS <span><span>"</span>--preload /abs/path/no-agent-summary.js<span>"</span></span></pre></div> <div dir="auto"><pre><span><span>#</span> ~/.config/environment.d/50-no-agent-summary.conf (systemd person env; additionally reaches</span> <span><span>#</span> person services and timers; applies whenever the person director next starts, normally next login)</span> <span>BUN_OPTIONS</span>=--preload /abs/path/no-agent-summary.js</pre></div> <p dir="auto">Or a wrap named claude before on PATH (the case keeps it idempotent whenever one Claude Code procedure starts another):</p> <div dir="auto"><pre><span><span>#!</span>/bin/sh</span> HOOK=/abs/path/no-agent-summary.js <span>case</span> <span><span>"</span> <span>${BUN_OPTIONS-}</span> <span>"</span></span> <span>in</span> <span>*</span><span><span>"</span> --preload <span>$HOOK</span> <span>"</span></span><span>*</span>) ;; <span>*</span>) <span>export</span> BUN_OPTIONS=<span><span>"</span><span>${BUN_OPTIONS<span>:</span>+<span>$BUN_OPTIONS</span> }</span>--preload <span>$HOOK</span><span>"</span></span> ;; <span>esac</span> <span>:</span> <span><span>"</span><span>${CC_AGENT_SUMMARY_LOG<span>:=</span><span>${XDG_RUNTIME_DIR<span>:-/</span>tmp}</span><span>/</span>no-agent-summary.log}</span><span>"</span></span> <span>export</span> CC_AGENT_SUMMARY_LOG <span>exec</span> /path/to/the/real/claude <span><span>"</span><span>$@</span><span>"</span></span></pre></div> </li> <li> <p dir="auto">Restart the daemon and all already-running session, afterward commencement Claude Code from an environment that has BUN_OPTIONS:</p> </li> </ol> <table readabilitydatatable="1"> <thead> <tr> <th>variable</th> <th>values</th> <th>effect</th> </tr> </thead> <tbody> <tr> <td>CC_AGENT_SUMMARY_MODE</td> <td>off (default), pass</td> <td>off suppresses the summary timer. continue is the A/B control: loads and logs, arms all timer untouched. Any another value warns on stderr and acts as off.</td> </tr> <tr> <td>CC_AGENT_SUMMARY_LOG</td> <td>file path, optional</td> <td>Appends preload energetic mode=&hellip; bun=&hellip; hooked=&hellip; on load, one row per matched timer (first 20), and an exit count.</td> </tr> <tr> <td>CC_AGENT_SUMMARY_MARKER</td> <td>file path, optional</td> <td>Overwritten on burden alongside the preload energetic &hellip; line.</td> </tr> </tbody> </table> <ul dir="auto"> <li><strong>Restart the daemon following install.</strong> The daemon, pty presenter and pre-warmed bg-spare sessions inherit the surroundings of the client that started the daemon, so a daemon started before BUN_OPTIONS was set keeps spawning unhooked sessions. Hence claude daemon halt --any.</li> <li><strong>Headless runs need it too:</strong> claude -p, cron, CI, publishing company integrations.</li> <li><strong>Platform:</strong> Linux tested, macOS and Windows untested. On Windows the /$bunfs/ entrance most likely never installs the hook.</li> <li><strong>A/B:</strong> CC_AGENT_SUMMARY_MODE=pass loads the hook but arms all timer; the summaries arrive back, which shows the off outcome is the hook's doing.</li> <li><strong>Background processes:</strong> daemon, pty presenter and bg-spare must transport --preload in their surroundings (/proc/&lt;pid&gt;/environ on Linux); if not, restart the daemon.</li> </ul> <div dir="auto"><h2 dir="auto">Verify (after all update)</h2><a href="https://en.mycoding.id/category/technology" target="_blank"><svg data-component="Octicon" viewbox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ol dir="auto"> <li> <p dir="auto"><strong>Preload loads:</strong></p> <div dir="auto"><pre>BUN_OPTIONS=<span><span>"</span>--preload <span>$HOME</span>/.local/share/no-agent-summary.js<span>"</span></span> CC_AGENT_SUMMARY_LOG=/tmp/nas.log claude --version <span>&amp;&amp;</span> cat /tmp/nas.log</pre></div> <p dir="auto">Expect preload energetic mode=off &hellip;. No line: BUN_OPTIONS did not attain the process, or the path is not absolute.</p> </li> <li> <p dir="auto"><strong>Timer suppressed:</strong> alongside the identical BUN_OPTIONS and CC_AGENT_SUMMARY_LOG=/tmp/nas.log, run a backdrop subagent for a infinitesimal or two. The log shows summary timer #1 suppressed (setTimeout, delay=30000) and the agent's panel position stops updating. If you export OpenTelemetry, query_source = agent_summary should remain at zero; this is the lone inspect that catches all nonaccomplishment mode.</p> </li> </ol> <p dir="auto">Matching is by <strong>source text</strong>: an anchor must sit inner the recall passed to the timer. If an update breaks that, the hook matches nothing and summaries silently arrive back. Ways it can happen:</p> <ul dir="auto"> <li>the log row or query-source id is renamed;</li> <li>the recall is passed via fn.bind(...) (no origin in toString) or another wrapper;</li> <li>the strings move to a shared changeless exterior the callback;</li> <li>the timer moves to an unwrapped API (timers/promises, a scheduler loop).</li> </ul> <p dir="auto">So re-run Verify following all update.</p> <ul dir="auto"> <li>We run it under all Claude Code procedure on our device (2.1.301). Since afterward there have been zero agent_summary requests, and no another flank query grew to obtain its place.</li> <li>Subagents, backdrop agents, forked skills and backdrop sessions run normally; lone the summary fork is skipped.</li> <li>Visible change: the per-agent panel position stops updating; SDK task_progress has no summary.</li> <li>Overhead: one Function.prototype.toString per distinct timer callback, cached in a WeakMap. claude --version: ~10 ms &rarr; ~17 ms (one measurement).</li> </ul> <p dir="auto">Linux x64 binary from npm @anthropic-ai/claude-code-linux-x64 (its sha256 equals the native installer's manifest.json checksum). <strong>Static:</strong> the extracted bundle's summary timer callback carries a hook anchor. <strong>Live:</strong> claude -p --model haiku with CLAUDE_CODE_AGENT_PROGRESS_SUMMARIES=1, one subagent doing 8 steps of ~20 s, counting [AgentSummary] Forking in --debug-file.</p> <table readabilitydatatable="1"> <thead> <tr> <th>version</th> <th>published</th> <th>sha256</th> <th>static</th> <th>summary forks in a ~2.5-min delegate run: no hook / hook continue / hook off</th> <th>notes</th> </tr> </thead> <tbody> <tr> <td>2.1.312</td> <td>2026-10-27</td> <td>4f4178ce41d8</td> <td>OK</td> <td><strong>5 / 5 / 0</strong></td> <td>latest on 2026-10-28; interactive: 6 no hook, 0 off</td> </tr> <tr> <td>2.1.310</td> <td>2026-10-23</td> <td>b73676430af1</td> <td>OK</td> <td><strong>5 / 5 / 0</strong></td> <td></td> </tr> <tr> <td>2.1.308</td> <td>2026-10-22</td> <td>356733f185fa</td> <td>OK</td> <td><strong>5 / 6 / 0</strong></td> <td>stable on 2026-10-28; the continue run's delegate took 9 steps alternatively of 8</td> </tr> <tr> <td>2.1.301</td> <td>2026-10-15</td> <td>bc1aad9982c7</td> <td>OK</td> <td><strong>5 / 5 / 0</strong></td> <td>same alongside before hook builds; interactive off additionally 0; in regular use since 2026-10-26, 0 agent_summary requests in telemetry</td> </tr> <tr> <td>2.1.280</td> <td>2026-09-22</td> <td>1e08503dbdf3</td> <td>OK</td> <td><strong>1 / 1 / 0</strong> (timer fired 11 / 11 / 0)</td> <td>interactive: -p cannot allow summaries on this version. The delegate sat at a approval prompt, so afterward timers skipped the unchanged transcript</td> </tr> <tr> <td>2.1.257</td> <td>2026-09-01</td> <td>9a64bda9d872</td> <td>OK</td> <td><strong>1 / 1 / 0</strong> (timer fired 11 / 11 / 0)</td> <td>same as 2.1.280</td> </tr> </tbody> </table> <p dir="auto">5 / 5 / 0 = the fork happens on this version, merely loading the hook changes nothing, and off removes it.</p> <div dir="auto"><h2 dir="auto">Why there is no environment for this</h2><a href="https://en.mycoding.id/category/technology" target="_blank"><svg data-component="Octicon" viewbox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li><strong>The documented toggle lone turns it on.</strong> The SDK choice agentProgressSummaries defaults to false, but in the bundle it is one term of an OR, and all code way that writes it sets true. So false changes nothing, and the undocumented CLAUDE_CODE_AGENT_PROGRESS_SUMMARIES can lone allow summaries too.</li> <li><strong>The duration belongs to the server.</strong> It comes from a per-model-family server emblem and is clamped to 30&ndash;240 s. The default is already the minimum, and no value disables the timer.</li> <li><strong>The apparent env vars miss.</strong> DISABLE_NON_ESSENTIAL_MODEL_CALLS, which several packagers set, does not happen in the binary at all. CLAUDE_CODE_FORK_SUBAGENT=0 and CLAUDE_CODE_DISABLE_BACKGROUND_TASKS=1 do halt it, but lone by taking fork subagents or background agents alongside it.</li> <li><strong>The immediate cache makes it cheaper, not cheap.</strong> About 98 % of these calls re-read the transcript from cache; the ~2 % that hit a chilly cache transport complete a third of its cost.</li> <li><strong>Cost tools that peruse transcripts don't see it.</strong> These requests are not written to the session logs on disk (<a href="https://en.mycoding.id/category/technology" target="_blank" data-hovercard-type="issue" data-hovercard-url="/anthropics/claude-code/issues/104358/hovercard">#104358</a>); only the OpenTelemetry export shows them. The docs division on backdrop token use doesn't catalog it either, during Agent View's row summaries are documented as a Haiku-class example refreshing every few minutes.</li> <li><strong>A cheaper type already exists, switched off.</strong> 2.1.310 ships a abbreviated mode: concerning 2k tokens of notes alternatively of the complete transcript, optionally written by a smaller model. The default is motionless the complete transcript, and lone server flags can alter it.</li> </ul> <table readabilitydatatable="1"> <thead> <tr> <th>version (published)</th> <th>what changed</th> </tr> </thead> <tbody> <tr> <td>2.1.32 (Feb 5)</td> <td>the code archetypal appears; deceased in community builds</td> </tr> <tr> <td>2.1.72 (Mar 9)</td> <td>reachable as an SDK opt-in</td> </tr> <tr> <td>2.1.117 (Apr 21)</td> <td>reachable in the interactive CLI rearward the fork entrance or a server rollout</td> </tr> <tr> <td>&le; 2.1.220 (Jul 24)</td> <td>forked skills are continually summarized</td> </tr> <tr> <td><strong>2.1.232 (Aug 13)</strong></td> <td><strong>on by default</strong> for interactive backdrop agents</td> </tr> <tr> <td>2.1.300 (Oct 14)</td> <td>interval becomes server-tunable, 30&ndash;240 s</td> </tr> <tr> <td>2.1.310 (Oct 23)</td> <td>the cheaper abbreviated manner lands, switched off</td> </tr> </tbody> </table> <p dir="auto">In our telemetry its weekly portion of expend went from 3.5&ndash;7 % in July (the fork entrance was already open for us) to 7.3 % and afterward 11.8 % in the week we picked up 2.1.233, and to concerning 16 % by mid-October.</p> <p dir="auto">MIT &copy; 2026 <a href="https://en.mycoding.id/category/technology" target="_blank" rel="nofollow">Flamerix AI</a>. Provided <strong>as is</strong>, without warranty of any kind; you use it at your own risk. Flamerix AI is not liable for any damage, data defeat or account action arising from its use. Changing a client's runtime behavior may battle alongside the conditions of the assistance you use it with; checking that is on you.</p> <p dir="auto">"Claude" and "Claude Code" are trademarks of Anthropic, PBC. This project is autonomous and is not affiliated with, sponsored or endorsed by Anthropic.</p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/claude-code-burns-15-20-of-your-tokens-on-a-3-word-status-line-74649</guid> <pubDate>Thu, 29 Oct 2026 04:33:42 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mira Azkia)]]></author> </item> <item> <title><![CDATA[Richest 0.1% (8M) produce more carbon pollution than 3.5B]]></title> <description><![CDATA[Richest 0.1% (8M) produce more carbon pollution than 3.5B. Comments]]></description> <media:thumbnail url="https://en.mycoding.id/site/assets/img/og-image.png"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/richest-0-1-8m-produce-more-carbon-pollution-than-3-5b-74650</link> <content:encoded><![CDATA[<div> <div> <div><ul><li><em>Person in the richest 0.1 percent has contributed nearly 400 times additional to extreme heatwaves than person in the poorest fractional of humanity.</em></li><li><em>Oxfam&rsquo;s investigation shows that during the super-rich are liable for a disproportionate portion of carbon pollution, it is average group who withstand the brunt of the resulting floods, fires and famine.</em></li><li><em>Oxfam&rsquo;s new &ldquo;Destroy &amp; Rebuild Index&rdquo; exposes how super-rich investors assistance fossil fuels and another high-polluting industries are additionally profiting from catastrophe preparedness and clean-up.</em></li><li><em>Oxfam urges governments to create affluent polluters pay and end climate profiteering.</em></li></ul><p><br>The world&rsquo;s richest 0.1 percent (8 myriad people) produces additional carbon contamination than the world&rsquo;s poorest 3.5 milliard group combined, reveals new Oxfam analysis. Published onward of the UN climate acme (COP31) in T&uuml;rkiye, the study exposes how the world's super-rich are driving climate breakdown through their outsized emissions, during shielding themselves from the consequences and, increasingly, profiting from the destruction.</p><p>A individual in the richest 0.1 percent has contributed nearly 400 times additional to today&rsquo;s extreme heatwaves than person in the poorest 50 percent. Collectively, this small collection of group produces complete three times additional carbon contamination than the complete community of Sub-Saharan Africa (1.3 milliard people).</p><div><p>"The climate emergency is frequently described as a shared individual challenge. It is not. Those who have done the smallest to logic it are losing their homes, their harvests and, increasingly, their lives. Meanwhile, the super-rich can buy their way out of danger &ndash; by retreating to high-tech underground endurance bunkers, hiring personal firefighting crews, and securing personal coverage &ndash; and are actively profiting from the consequences of their pollution. This is not a tragedy of shared fate; it is a infringement of extreme inequality,&rdquo; stated Oxfam International Executive Director Amitabh Behar.</p><p>Combining carbon inequality data alongside cutting-edge climate attribution models, Oxfam has established that:&nbsp;</p></div><ul><li>The richest 1 percent are liable for 20 percent of earth warming since 1990 &ndash; 100 times more, per person, than person in the poorest fractional of humanity.&nbsp;</li><li>Just one twelvemonth of emissions by the richest 1 percent volition logic 1.9 myriad excess heat-related deaths. 78 percent of these deaths volition happen in low- and lower-middle-income countries, notwithstanding these countries being liable for 8 percent of earth emissions.</li><li>The emissions of the richest 1 percent volition logic nearly $53 trillion in damage by 2050.</li></ul><p><br>Used exclusively by the super-rich, personal aviation remains among the clearest examples of extreme carbon inequality. New inspection by Oxfam of personal jet tracking data finds that:</p><ul><li>Combined, personal jets emit additional carbon contamination in two seconds than person in the poorest fractional of humanity emits in a year.</li></ul><p><br>While the super-rich are liable for a disproportionate portion of carbon pollution, it is average group who withstand the brunt of the resulting floods, fires and famine. The super-rich buy safety through personal coverage and homes in safer, cooler places. For everyone else, climate disasters average destroyed homes and crops, depleted savings, and misplaced livelihoods. This leaves group equal additional exposed whenever the next catastrophe hits, deepening the inequality that made them far additional susceptible to climate disasters in the archetypal place. By 2050, as many as 1 milliard group (around 10 percent of the world&rsquo;s population) could be displaced by the climate crisis. Most of those displaced volition be in the Global South.</p><p>Oxfam&rsquo;s study additionally shows how climate disasters have rotate into an increasingly lucrative business. The earth catastrophe improvement market is projected to develop from $70 milliard to $92 milliard annually by 2029.</p><p>Oxfam&rsquo;s new Destroy &amp; Rebuild Index identifies 217 corporations profiting from industries that energy climate breakdown as fine as catastrophe preparedness, improvement and reconstruction.</p><p>BlackRock and Vanguard are invested in 92 percent of the corporations in the index. Their blended investments total additional than $1 trillion.</p><p>The study additionally warns that climate disasters are increasingly exploited to shove policies that deepen inequality, including the privatization of climate act and community services, district grabs, deregulation and tax breaks benefiting the super-rich. The outcome is a vicious sequence of injustice: deaths from flooding are seven times higher in additional unequal countries.</p><p>&ldquo;The ultra-rich are environment the earth on blaze and afterward charging the remainder of us for the extinguishers," stated Behar. "They gain from the pollution. They gain from the disaster. And they gain again from the clean-up.&rdquo;</p><p>Oxfam is calling on governments gathering at COP31 to:<br>&nbsp;</p><ul><li>Make affluent polluters pay to considerably and quickly curb their carbon emissions, including through imperishable prosperity and earnings taxes, a imperishable tax on fossil energy corporations, and punitive taxes on high-emitting luxury items akin personal jets.</li><li>Substantially addition climate backing for the Global South, prioritizing public, grant-based backing fairly than loans that deepen debt. The amount for adaptation have to be tripled by 2035.</li><li>Radically decrease inequality inside and between countries, including through climate-resilient community infrastructure and community services.</li><li>End profiteering from climate disasters. Governments need to curb company power in emergency response, reconstruction, and food systems during disasters.<br>&nbsp;</li></ul></div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/richest-0-1-8m-produce-more-carbon-pollution-than-3-5b-74650</guid> <pubDate>Thu, 29 Oct 2026 04:01:57 +0700</pubDate> <author><![CDATA[support@mycoding.id (Mira Azkia)]]></author> </item> <item> <title><![CDATA[Obama says The Cheesecake Factory was his 'jam' — and that Trump was less offended by being compared to Saddam Hussein]]></title> <description><![CDATA[Obama says The Cheesecake Factory was his 'jam' — and that Trump was less offended by being compared to Saddam Hussein. Obama defended his Cheesecake Factory credentials following his gag concerning Trump's decor sparked backlash from Republicans and the White House.]]></description> <media:thumbnail url="https://i.insider.com/6ae2a4223ae265b597b0340c?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/obama-says-the-cheesecake-factory-was-his-jam-and-that-trump-was-less-offended-by-being-compared-to-saddam-hussein-74645</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6ae2a4033ae265b597b0340a?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6ae2a4033ae265b597b0340a?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6ae2a4033ae265b597b0340a?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6ae2a4033ae265b597b0340a?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6ae2a4033ae265b597b0340a?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6ae2a4033ae265b597b0340a?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6ae2a4033ae265b597b0340a?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="Barack Obama gestures alongside a raised hand during wearing a ray blue garment against a dreary background." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Former chairman Barack Obama mocked the White House's reply to his Cheesecake Factory joke.</span> <span> <span e-name="image-source" itemprop="creditText">Spencer Platt/Getty Images</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p>Barack Obama wants to set the document straight: he loves <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">The Cheesecake Factory</a> as much as the next dad.</p><p>The erstwhile chairman defended his document on the California-based eatery sequence during campaigning for Democrats in Atlanta on Wednesday. At a run rally in Cleveland on Saturday, Obama stated President Donald Trump's <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">White House renovations</a> had it "looking akin Saddam Hussein opened a Cheesecake Factory."</p><p>The gag sparked dayslong backlash from Republicans and the White House, who framed Obama as an elitist out of contact alongside average Americans. Obama countered by saying he's spent plentifulness of period at the <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">restaurant chain</a>.</p><p>"I am the begetter of two daughters. Do you think I could have survived their younker without going to The Cheesecake Factory?" Obama asked the assemblage on Wednesday. "I lived at Chuck E. Cheese and California Pizza Kitchen and The Cheesecake Factory. That was my jam for concerning a decade."</p><p>Following Obama's first comment complete the weekend, Trump called him a "lousy president" for comparing the White House to the restaurant. Treasury Secretary <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Scott Bessent</a> ate at a Cheesecake Factory on Monday and stated he "would inform the Martha's Vineyard set to provision it a try."</p><p>Obama, who was campaigning alongside Georgia Sen. Jon Ossoff and gubernatorial applicant Keisha Lance Bottoms, criticized the reply to his comment. He stated the White House devoted additional energy to rebutting his Cheesecake Factory gag than to addressing affordability or allegations of corruption.</p><p>"The chairman wasn't equal mad concerning the Saddam Hussein comparison," he said. "That part didn't annoy him, but he was extremely disturb concerning the Cheesecake Factory. He took awesome umbrage."</p><p>Obama stated the White House "mobilized" a reply to his gag but "not to inflation," pointing to Bessent's Cheesecake Factory visit: "This is the man who is in accusation of the economy, the individual who's expected to be figuring out how to create your existence additional affordable."</p><p>The White House did not react to a petition for comment from Business Insider.</p> <p>The Cheesecake Factory did not react to a petition for comment and has not publically addressed the controversy. The business did, however, mark a win on Tuesday, whenever it reported a third-quarter earnings beat. Its inventory cost was up complete 100% this twelvemonth as of market near Wednesday.</p><p>Cheesecake Factory executives did not citation the disagreement on the earnings call.</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3> <div data-component-type="post-bottom-authors" data-load-strategy="exclude" data-track-view='&quot;module_in_view&quot;}' data-track-click-shared='&quot;navigation&quot;}'> <div data-track-view='&quot;module_in_view&quot;}'> <div> <p><span>Kelsey Vlamis is a elder newsman for Business Insider, anywhere she covers endeavor and tech news. She additionally writes endeavor stories concerning travel, luxury, and culture. Previously, she covered the environment, outdoors, and indigenous issues.</span><span>Her characteristic narrative <a href="https://en.mycoding.id/category/business" target="_blank">"Disaster at 18,200 feet"</a> received awards from the <a href="https://en.mycoding.id/category/business" target="_blank">New York Press Club</a>&nbsp;and the&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank">North American Travel Journalists Association</a>, as fine as honest citation from the&nbsp;<a href="https://en.mycoding.id/category/business" target="_blank">Society of American Travel Writers</a>. She has additionally received an <a href="https://en.mycoding.id/category/business" target="_blank">American Journalism Online Award</a> for her safety on missing and murdered Indigenous group in Wyoming.</span><span>She's appeared on CBS, NPR, NBC, and another outlets to conversation her reporting. She earlier worked on the earth news array at the BBC in London and received a master's in reporting from Northwestern University.</span><span>She can be reached by email at kvlamis@businessinsider.com or via the encrypted-messaging app Signal at kelseyv.21.</span> </p> </div> </div> </div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/obama-says-the-cheesecake-factory-was-his-jam-and-that-trump-was-less-offended-by-being-compared-to-saddam-hussein-74645</guid> <pubDate>Thu, 29 Oct 2026 03:13:37 +0700</pubDate> <author><![CDATA[support@mycoding.id (Kelsey Vlamis)]]></author> </item> <item> <title><![CDATA[Electronic fibers weave touchscreen into sleeve that survives machine washing]]></title> <description><![CDATA[Electronic fibers weave touchscreen into sleeve that survives machine washing. Comments]]></description> <media:thumbnail url="https://www.designboom.com/twitterimages/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-1200.jpg"/> <category><![CDATA[Technology]]></category> <link>https://en.mycoding.id/electronic-fibers-weave-touchscreen-into-sleeve-that-survives-machine-washing-74646</link> <content:encoded><![CDATA[<div><p>the innovation can display images and video, react to digit presses, and nexus wirelessly to digital devices, during retaining the breathability and elasticity of mundane fabric.</p><p data-byline> <span> <span><a href="https://en.mycoding.id/category/technology" target="_blank">thomai tsimpou</a></span> <span>October 26, 2026</span> <span><svg aria-hidden="true" focusable="false" viewbox="0 0 24 24"><path d="M12 7.5V12l3 2" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round"></path></svg>5 min</span> </span> <span data-count="https://www.designboom.com/wp-admin/admin-ajax.php?action=dbcosmo_social_share&amp;pid=1213446"> <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener" aria-label="share on facebook"><svg aria-hidden="true" focusable="false" fill="currentColor" viewbox="0 0 640 640"><path d="M576 320C576 178.6 461.4 64 320 64C178.6 64 64 178.6 64 320C64 440 146.7 540.8 258.2 568.5L258.2 398.2L205.4 398.2L205.4 320L258.2 320L258.2 286.3C258.2 199.2 297.6 158.8 383.2 158.8C399.4 158.8 427.4 162 438.9 165.2L438.9 236C432.9 235.4 422.4 235 409.3 235C367.3 235 351.1 250.9 351.1 292.2L351.1 320L434.7 320L420.3 398.2L351 398.2L351 574.1C477.8 558.8 576 450.9 576 320z"></path></svg></a> <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener" aria-label="share on x"><svg aria-hidden="true" focusable="false" fill="currentColor" viewbox="0 0 640 640"><path d="M453.2 112L523.8 112L369.6 288.2L551 528L409 528L297.7 382.6L170.5 528L99.8 528L264.7 339.5L90.8 112L236.4 112L336.9 244.9L453.2 112zM428.4 485.8L467.5 485.8L215.1 152L173.1 152L428.4 485.8z"></path></svg></a> <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener" aria-label="share on pinterest"><svg aria-hidden="true" focusable="false" fill="currentColor" viewbox="0 0 640 640"><path d="M568 320C568 457 457 568 320 568C294.4 568 269.8 564.1 246.6 556.9C256.7 540.4 271.8 513.4 277.4 491.9C280.4 480.3 292.8 432.9 292.8 432.9C300.9 448.3 324.5 461.4 349.6 461.4C424.4 461.4 478.3 392.6 478.3 307.1C478.3 225.2 411.4 163.9 325.4 163.9C218.4 163.9 161.5 235.7 161.5 314C161.5 350.4 180.9 395.7 211.8 410.1C216.5 412.3 219 411.3 220.1 406.8C220.9 403.4 225.1 386.5 227 378.7C227.6 376.2 227.3 374 225.3 371.6C215.2 359.1 207 336.3 207 315C207 260.3 248.4 207.4 319 207.4C379.9 207.4 422.6 248.9 422.6 308.3C422.6 375.4 388.7 421.9 344.6 421.9C320.3 421.9 302 401.8 307.9 377.1C314.9 347.6 328.4 315.8 328.4 294.5C328.4 275.5 318.2 259.6 297 259.6C272.1 259.6 252.1 285.3 252.1 319.8C252.1 341.8 259.5 356.6 259.5 356.6C259.5 356.6 235 460.4 230.5 479.8C225.5 501.2 227.5 531.4 229.6 551C137.4 514.9 72 425.1 72 320C72 183 183 72 320 72C457 72 568 183 568 320z"></path></svg></a> <a href="https://en.mycoding.id/category/technology" target="_blank" aria-label="share by email"><svg aria-hidden="true" focusable="false" viewbox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.8"><path d="m3.5 6.5 8.5 6.5 8.5-6.5"></path></svg></a> </span></p> <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener" aria-label="add designboom as a preferred source" data-preferred><svg aria-hidden="true" focusable="false" fill="currentColor" viewbox="-64 -64 640 640"><path d="M500 261.8C500 403.3 403.1 504 260 504 122.8 504 12 393.2 12 256S122.8 8 260 8c66.8 0 123 24.5 166.3 64.9l-67.5 64.9c-88.3-85.2-252.5-21.2-252.5 118.2 0 86.5 69.1 156.6 153.7 156.6 98.2 0 135-70.4 140.8-106.9l-140.8 0 0-85.3 236.1 0c2.3 12.7 3.9 24.9 3.9 41.4z"></path></svg>prefer designboom on google</a></div><div><div><div><h2>electronic fibers rotate cloth into a touchscreen</h2><p>Researchers at the National University of Singapore (NUS) have developed a touchscreen unified immediately into a <a href="https://en.mycoding.id/category/technology" target="_blank"><strong>garment</strong></a> using digital fibers that merge light-emitting diodes (LEDs) and contact sensors. Led by Assistant Professor Tural Khudiyev, the squad integrates 54 of these fibers into a sleeve to create a elastic display that shows images and video, responds to digit presses, and connects wirelessly to digital devices. The investigation introduces a textile interface that retains the breathability and elasticity of mundane garments during withstanding device washing.</p><p> Unlike accepted wearable technology, which typically attaches a display or digital equipment to the body, the NUS team&rsquo;s method builds display and contact functionality into the fibers themselves. Each thread contains interconnected microelectronic components inside a construction fair one millimeter thick, allowing the cloth to function as an interactive display without a rigid display panel. The prototype measures 168 by 105 millimeters, refreshes at 30 frames per second, and retains nearly unchanged display and contact achievement following 50 machine-washing cycles. The innovation could eventually authorize garments to function as an interface for digital information, ecological sensing, and health monitoring.</p><figure><img alt="electronic fibers weave touchscreen into sleeve that survives device washing - 1" loading="lazy" decoding="async" src="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-01-768x432.jpg" width="818" height="460" srcset="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-01.jpg 818w, https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-01-768x432.jpg 768w" sizes=" 818px) 100vw, 818px"><figcaption>NUS investigation squad alongside their washable, touch-sensitive textile display | all images courtesy of NUS</figcaption></figure><h2>how to rotate a thread into a screen</h2><p> Conventional digital circuits are designed on flat surfaces, anywhere components can be arranged and connected throughout two dimensions. A thread, by contrast, is narrow and cylindrical, leaving small area for the complex wiring needed to run a display. In command to conquer this limitation, the <a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener"><strong>researchers</strong></a> developed an interconnection architecture that allows thousands of microelectronic devices to be connected alongside a sole fiber. The procedure starts alongside tiny, insulated wires. A laser exposes particular points alongside their surfaces, during controlled wetting directs molten solder to the designated locations, creating electric connections without joining unintended areas. Using this method, the squad unified additional than 5,000 chips through complete 20,000 electric connections.</p><p> The interconnected digital LEDs are afterward unified into a multilayer fiber using a thermal example process. The resulting thread measures about one millimeter in diameter and 10 meters in length, alongside distinct layers liable for displaying images and detecting touch. A touch-sensitive tier sits below the LEDs. When person presses the fiber, the communication completes an electric circuit, allowing the scheme to acknowledge the location of the contact and illuminate the nearest pixel. Display and communication hence happen inside the identical thread, fairly than through distinct components attached to the fabric.</p><figure><img alt="electronic fibers weave touchscreen into sleeve that survives device washing - 2" loading="lazy" decoding="async" src="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-04-768x432.jpg" width="818" height="460" srcset="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-04.jpg 818w, https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-04-768x432.jpg 768w" sizes=" 818px) 100vw, 818px"><figcaption>the textile display displays video, runs apps, responds to sound commands, and measures build temperature</figcaption></figure><h2>a equipment that behaves akin fabric</h2><p> For the prototype, the squad threaded 54 pixel-bearing fibers into the forearm of a sleeve. Each fiber carries 96 LEDs, combining to form a 96-by-54-pixel display measuring 168 by 105 millimeters. The display refreshes at 30 frames per second and supports 8-bit color depth. The display is motionless humble in resolution compared alongside a smartphone, but its capabilities broaden beyond showing fixed images. It can perform video, display photographs, run a calculator, and function as a compass. Users can additionally obtain images complete Bluetooth, engage through sound commands, and rotate the display or modify its brightness automatically. The sleeve incorporates additional fibers that transport a microphone, a speaker, and sensors for movement, temperature, magnetic orientation, and ambient light. A temperature-sensing fiber positioned under the arm, for example, can measure build heat and display the study on the sleeve itself. Each pixel fiber additionally has its own authority channel, definition a error in one row does not necessarily interrupt the others. The scheme can enroll multiple touches simultaneously, bringing it nearer to the interactive behavior of a accepted touchscreen.</p><p>According to the researchers, the prototype retained nearly unchanged ray output and contact reply following 50 machine-washing cycles alongside detergent and 1,000 bends about a radius of five millimeters. The unified display is additionally reported to be as breathable as cotton, polyester, and denim, during remaining inside established skin-contact safety limits.</p><figure><img alt="electronic fibers weave touchscreen into sleeve that survives device washing - 3" loading="lazy" decoding="async" src="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-03-768x432.jpg" width="818" height="460" srcset="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-03.jpg 818w, https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-03-768x432.jpg 768w" sizes=" 818px) 100vw, 818px"><figcaption>a tier below the LEDs detects touch, activating the nearest pixel whenever the fiber is pressed</figcaption></figure><h2>toward garments that senses and responds</h2><p> Healthcare is one possible use identified by the team. Fibers armed alongside physiological sensors could collect data continuously and current it immediately on a garment, allowing wearers to admission measurements without consulting a distinct device. Combined alongside synthetic intelligence, the researchers suggest, specified systems could eventually assistance personalized monitoring and feedback. That possible remains a forthcoming direction fairly than a demonstrated capability of the current prototype. The team&rsquo;s next steps contain improving resolution, integrating additional sensing functions, and exploring on-device AI. The broader conclusion is a change in how digital interfaces are designed. Smartphones and computers have acquainted us to accessing data through dedicated screens, during wearable innovation has mostly miniaturized existing devices or attached them to the body. The NUS investigation proposes a distinct association between electronics and mundane objects, one in which data can be displayed on the matter already in communication alongside the wearer.</p><figure><img alt="electronic fibers weave touchscreen into sleeve that survives device washing - 4" loading="lazy" decoding="async" src="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-02-768x432.jpg" width="818" height="460" srcset="https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-02.jpg 818w, https://static.designboom.com/wp-content/uploads/2026/10/electronic-fibers-touchscreen-sleeve-machine-washing-national-university-singapore-nus-tural-khudiyev-designboom-02-768x432.jpg 768w" sizes=" 818px) 100vw, 818px"><figcaption>thermal-drawn fiber integrates microelectronic devices into a thread alongside touch-sensitive layers</figcaption></figure><p></p><p><strong>project info:</strong></p><p> <strong>research team:</strong> Tural Khudiyev, Heng Fu, Ziang Li, and Swetika Chaturvedi<br> <strong>institution:</strong><a href="https://en.mycoding.id/category/technology" target="_blank" target="_blank" rel="noopener">College of Design and Engineering, National University of Singapore (NUS)</a><br> <strong>lead researcher:</strong> Asst Prof. Tural Khudiyev, Department of Materials Science and Engineering</p></div></div></div><div><div><div><h2 id="shop-reel-title"><a href="https://en.mycoding.id/category/technology" target="_blank">shop</a></h2><p>your own online scheme shop &mdash; no revenue commission collected</p></div></div></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/electronic-fibers-weave-touchscreen-into-sleeve-that-survives-machine-washing-74646</guid> <pubDate>Thu, 29 Oct 2026 02:40:52 +0700</pubDate> <author><![CDATA[support@mycoding.id (Adi Gunawan)]]></author> </item> <item> <title><![CDATA[I moved to South Korea with no long-term plan. After 4 years of teaching, I've built an unconventional life on an island.]]></title> <description><![CDATA[I moved to South Korea with no long-term plan. After 4 years of teaching, I've built an unconventional life on an island.. Kylie Genter moved to South Korea following university to instruct English. Now married, she balances multiple jobs during carrying on a generations-old tradition on Jeju I...]]></description> <media:thumbnail url="https://i.insider.com/6adef4e58e95884e1ca83192?width=1200&amp;format=jpeg"/> <category><![CDATA[Business]]></category> <link>https://en.mycoding.id/i-moved-to-south-korea-with-no-long-term-plan-after-4-years-of-teaching-i-ve-built-an-unconventional-life-on-an-island-74644</link> <content:encoded><![CDATA[<div e-name="post-hero" data-component-type="post-hero" data-load-strategy="exclude"> <figure data-type="img" e-name="image-figure-image" data-media-container="image" itemscope itemtype="https://schema.org/ImageObject"> <div> <p><img src="https://i.insider.com/6adef48fc8572251b197fdd0?width=2000&amp;format=jpeg&amp;auto=webp" srcset="https://i.insider.com/6adef48fc8572251b197fdd0?width=400&amp;format=jpeg&amp;auto=webp 400w, https://i.insider.com/6adef48fc8572251b197fdd0?width=500&amp;format=jpeg&amp;auto=webp 500w, https://i.insider.com/6adef48fc8572251b197fdd0?width=700&amp;format=jpeg&amp;auto=webp 700w, https://i.insider.com/6adef48fc8572251b197fdd0?width=1000&amp;format=jpeg&amp;auto=webp 1000w, https://i.insider.com/6adef48fc8572251b197fdd0?width=1300&amp;format=jpeg&amp;auto=webp 1300w, https://i.insider.com/6adef48fc8572251b197fdd0?width=2000&amp;format=jpeg&amp;auto=webp 2000w" sizes=" 1280px) 900px" alt="A female in South Korea diving in the sea, position on rocks." decoding="sync"> </p></div> <span> <span> <svg aria-hidden="true" focusable="false" xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewbox="0 0 24 24"> <path fill="currentColor" fill-rule="evenodd" d="m4.56 18.5 7.486-7.72 7.394 7.626 2.56-2.64L12.046 5.5 2 15.86l2.56 2.64Z"></path> </svg> <figcaption e-name="image-caption"> <span>Kylie Genter moved to South Korea following graduating from university in New York alongside no occupation plan.</span> <span> <span e-name="image-source" itemprop="creditText">Provided by Kylie Genter</span> </span> </figcaption> </span> </span> </figure> </div> <div data-component-type="image-modal" data-load-strategy="lazy"> <p><em>This-as-told-to composition is according to a conversation alongside Kylie Genter, 36, a Haenyeo diver on Jeju Island, South Korea. It's been edited for dimension and clarity.</em></p><p>I'd been <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">teaching English in South Korea</a> for four years whenever I learned concerning the Haenyeo &mdash; female freedivers who crop seafood without using contemporary equipment. I was interested. So, in the summer of 2018, I completed diving lessons alongside the hopes that perchance I could activity alongside them one day.</p><p>A few years later, my Korean husband, a scuba diver, peruse on a diving collection conversation that a small settlement on the southwestern flank of <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Jeju Island</a> was recruiting new divers. Their youngest diver was 68 &mdash; I wanted to provision it a try.</p> <p>At first, I was rejected, but I got welcomed rear a duration later. I don't cognize what changed in that one month, but I conjecture they abruptly became open to it, and I went in for an interview.</p><p>In January 2024, I started as a diving intern, and following two years of training, I received my Haenyeo licence in April.</p><h2 id="a7c375ac-af65-4e60-a0aa-240520d4d98c" data-toc-id="a7c375ac-af65-4e60-a0aa-240520d4d98c">Finding my footing in South Korea</h2><p>I was delivered in upstate New York, the center of three kids. I went to SUNY Oswego and graduated alongside a flat in communications.</p><p>After graduating in 2012, I didn't cognize what I wanted to do. I applied to a few alumnus schools and jobs, but nothing worked out. I was stressed out and wanted to leave. I idea concerning going to Japan to instruct English, as I'd studied Japanese for a twelvemonth during in university.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6adf0712c8572251b197fde6&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2048,&quot;aspectRatioH&quot;:1366}}' alt="A female at a array in South Korea alongside Korean dishes on the table."> </p></div> <span> <figcaption e-name="image-caption"> Genter decided to move to South Korea and instruct English.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Kylie Genter </span> </figcaption> </span> </figure> <p>Instead, I <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">settled for South Korea</a>, anywhere several schools offered housing. I didn't cognize much concerning Korea at that period &mdash; I wasn't really a big K-pop fan before I came.</p><p>So, fair four months following graduating, I moved to Jinju, a three-and-a-half-hour high-speed train journey from Seoul, to activity as an English teacher. In the mornings, I'd do 20-minute lessons alongside kids. In the afternoon, I'd have speaking classes.</p> <p>I continued instruction until August 2020. That identical year, I got wed and started a pension <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">business alongside my husband</a>, during motionless instruction English on the side.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6adf09c18e95884e1ca831aa&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:2395,&quot;aspectRatioH&quot;:1796}}' alt="A female wearing diving equipment in Korea."> </p></div> <span> <figcaption e-name="image-caption"> To get her Haenyeo license, she had to dive 50 days inside a year.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Kylie Genter </span> </figcaption> </span> </figure> <h2 id="e7aa1d29-fd9b-4ba8-9e01-9730367fc6b9" data-toc-id="e7aa1d29-fd9b-4ba8-9e01-9730367fc6b9">Building my existence as a diver</h2><p>To get my license, I had to dive 50 days inside a year, market 1.2 myriad South Korean won, or $884, value of catch, and get a unanimous ballot from the varied in the collective. It took me two years.</p><p>Language was an issue; notwithstanding having spent years in the country, I motionless couldn't continually comprehend what was happening. My biggest power is that I'm physically fitter than several of the varied &mdash; they are mostly in their 70s and 80s. So, I assistance out, akin whenever they need person to transport their nets complete of catches or cleanse the dishes.</p><p>A lot of the activity is physically demanding. If you don't awareness good, you can't fair shove through. I can't dive if I have a chilly or my sinuses are blocked since I can't equalize underwater. It's crucial to keep my build physically powerful and fit through operating out.</p> <figure data-type="img" e-name="image-figure-image" data-media-container="image" role="button" tabindex="0" aria-label="Click to open depiction in exhibition view" itemscope="" itemtype="https://schema.org/ImageObject"> <div> <p><img src="image/svg+xml,%3C%3Fxml%20version=&#039;1.0&#039;%20encoding=&#039;UTF-8&#039;%3F%3E%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20width=&#039;1&#039;%20height=&#039;1&#039;/%3E" data-content-type="image/jpeg" data-srcs='//i.insider.com/6adf0abdab741a2ebdf112f2&quot;:{&quot;contentType&quot;:&quot;image/jpeg&quot;,&quot;aspectRatioW&quot;:4000,&quot;aspectRatioH&quot;:3000}}' alt="A collection of Haenyeo varied in Korea, near Jeju Island."> </p></div> <span> <figcaption e-name="image-caption"> The women she dives alongside are mostly in their 70s and 80s.&nbsp; <span e-name="image-source" itemprop="creditText"> Provided by Kylie Genter </span> </figcaption> </span> </figure> <h2 id="b0b9cd16-ffae-42c2-9458-ad0eada8cd19" data-toc-id="b0b9cd16-ffae-42c2-9458-ad0eada8cd19">Committing to an unconventional job</h2><p>I bask my life. Every day is different, and I do a lot of things furthermore diving. I run a <a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">pet inn </a>with my husband; sometimes I motionless tutor and provision lectures. I activity additional hours, but I additionally have a lot additional elasticity to prosecute another things. I don't need approval for a interrupt or a day off.</p><p>On normal days, I awaken up and obtain the dogs for a walk. Then, I go diving depending on the weather. If it's not great, I lone dive for two or three hours. A normal day of diving may obtain four or five. After that, I obtain the dogs for another walk.</p><p>In our village, we typically dive five days a week. We'll obtain our capture and accumulate it following one cycle. After that, we'll market it to the local fishing co-operative. They'll pay our president, and she afterward distributes the money.</p><p><a href="https://en.mycoding.id/category/business" target="_blank" data-track-click='&quot;bi_value_unassigned&quot;}' rel="">Being a diver</a> isn't a full-time job. A lot of what we acquire depends on the catch. I create about $2,000 a year. Teaching is much additional financially stable. But I affection learning from women who have been carrying on this activity for generations.</p><p>When I'm diving, nothing alternatively matters. I fair have to concentration on diving and catching seafood. Nobody can call me. I don't have to appearance at my phone and discarded period doomscrolling.</p><p>When I'm profound underwater, it can be meditative, particularly on days whenever the sea is calm, and there's plentifulness to catch. I see myself wedded to this settlement for the remainder of my life.</p> </div> <h2>Read next</h2> <div data-recommendations-content data-track-click-shared='&quot;Read next&quot;}'> <div e-name="read-next-list" data-recommendations-list> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> <span> <p><img src="image/svg+xml,%3Csvg%20xmlns=&#039;http://www.w3.org/2000/svg&#039;%20viewBox=&#039;0%200%201%201&#039;%3E%3C/svg%3E" data-src="/public/assets/logos/placeholder.png" alt=""> </p> </span> <h3> <span>Business Insider tells the innovative stories you desire to know</span> </h3> </div> </div> <a e-name="read-next-image-link" data-recommendations-image-link data-recommendations-link tabindex="-1"> <p><img alt=""> </p> </a> <h3> <a e-name="read-next-title-link" data-recommendations-link data-recommendations-title></a> </h3>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/i-moved-to-south-korea-with-no-long-term-plan-after-4-years-of-teaching-i-ve-built-an-unconventional-life-on-an-island-74644</guid> <pubDate>Thu, 29 Oct 2026 02:32:50 +0700</pubDate> <author><![CDATA[support@mycoding.id (Jianne Soriano)]]></author> </item> <item> <title><![CDATA[Cara SSH ke VPS dari HP Android Pakai Termux]]></title> <description><![CDATA[Cara SSH ke VPS dari HP Android Pakai Termux. Cara SSH ke VPS dari HP Android Pakai Termux. Untuk SSH ke VPS dari HP Android, pasang Termux, jalankan pkg install openssh, kemudian masuk dengan ssh user@alam...]]></description> <media:thumbnail url="https://www.jetorbit.com/blog/wp-content/uploads/2026/10/ssh-ke-vps-jetorbit.png"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/cara-ssh-ke-vps-dari-hp-android-pakai-termux-74662</link> <content:encoded><![CDATA[<div><p>Untuk SSH ke VPS dari HP Android, pasang Termux, jalankan pkg install openssh, kemudian masuk dengan ssh user@alamat-ip. Kalian cuma butuh tiga hal dari VPS: alamat IP, nama pengguna, dan password maupun SSH key.</p> <p>Langkahnya sama dengan SSH ke VPS dari laptop, cuma input-nya lewat keyboard HP. Karena mengetik password panjang di layar sentuh melelahkan, artikel ini juga memandu login dengan SSH key, jadi kalian cukup mengetik satu perintah singkat setiap kali masuk.</p> <h2>Yang Perlu Disiapkan Sebelum SSH ke VPS</h2> <ul> <li>Termux di Android. Unduh dari F-Droid maupun halaman rilis GitHub resmi, karena varian Google Play statis eksperimental. Cara pasang lengkapnya ada di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">panduan perintah Termux</a>.</li> <li>Alamat IP VPS dari supplier kalian.</li> <li>Nama pelanggan untuk login. Contoh di artikel ini memakai root, ganti dengan nama pelanggan kalian sendiri.</li> <li>Password pelanggan itu, maupun SSH key yang sudah terdaftar di server.</li> <li>Port SSH. Bawaan OpenSSH adalah 22, jadi tidak perlu diisi kecuali port-nya sudah diubah. Contoh di bawah memakai alamat 203.0.113.10 sebagai alternatif IP VPS kalian.</li> </ul> <h2>Langkah SSH ke VPS dari Termux</h2> <ol> <li>Buka Termux, kemudian perbarui paket dengan pkg pembaruan &amp;&amp; pkg upgrade.</li> <li>Pasang OpenSSH dengan pkg install openssh. Paket ini memuat pelanggan ssh beserta ssh-keygen, ssh-copy-id, dan scp.</li> <li>Sambungkan ke VPS dengan perintah ssh <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="d0a2bfbfa490e2e0e3fee0fee1e1e3fee1e0">[email protected]</a>.</li> <li>Saat pertama kali tersambung, ssh menampilkan sidik jari (fingerprint) kunci server dan menanyakan apakah kalian mau melanjutkan. Ketik yes, kemudian tekan Enter. Server dicatat di ~/.ssh/known_hosts, jadi pertanyaan ini cuma muncul sekali per server.</li> <li>Masukkan password. Termux tidak menampilkan apa pun saat kalian mengetik password, jadi ketik seperti biasa kemudian tekan Enter.</li> </ol> <p>Kalau berhasil, tampilan prompt berganti menjadi prompt server. Semua perintah yang kalian ketik setelahnya berjalan di VPS, bukan di HP. Ketik exit untuk keluar dan balik ke Termux.</p> <p>Bila VPS memakai port kecuali 22, tambahkan opsi -p, misalnya ssh -p 2222 <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="c3b1acacb783f1f3f0edf3edf2f2f0edf2f3">[email protected]</a>. Daftar komplit opsi ada di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" rel="noopener">manual OpenSSH</a>.</p> <h2>Login dengan SSH Key dari Termux</h2> <p>SSH ke VPS dengan key tidak meminta password server setiap sambung. Pasangan kuncinya terdiri dari kunci privat yang statis di HP dan kunci publik yang dipasang di VPS.</p> <ol> <li>Buat pasangan kunci di Termux dengan ssh-keygen -t ed25519 -C "hp-android". Tekan Enter pada pertanyaan letak file untuk memakai ~/.ssh/id_ed25519, kemudian isi passphrase agar kunci statis terlindungi jika HP jatuh ke tangan orang lain.</li> <li>Kirim kunci publik ke VPS dengan ssh-copy-id <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="24564b4b50641614170a140a1515170a1514">[email protected]</a>. Perintah ini meminta password server satu kali, kemudian menambahkan kunci publik ke ~/.ssh/authorized_keys di server.</li> <li>Tes dengan ssh <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="9ceef3f3e8dcaeacafb2acb2adadafb2adac">[email protected]</a>. Sekarang ssh tidak lagi meminta password server. Kalau kalian mengisi passphrase tadi, yang diminta adalah passphrase itu.</li> </ol> <p>Yang dikirim ke server cuma file berakhiran .pub. File id_ed25519 tanpa akhiran itu adalah kunci privat, jadi jangan dikirim ke siapa pun. Kalau lebih betah menempel kunci secara manual, tampilkan isinya dengan cat ~/.ssh/id_ed25519.pub. Cloud Panel Jetorbit juga punya fitur SSH Keys untuk mengelola kunci.</p> <h3>Persingkat Perintah dengan ~/.ssh/config</h3> <p>Supaya tidak mengetik IP dan nama pelanggan terus, simpan pengaturannya di ~/.ssh/config. Buka dengan nano ~/.ssh/config, kemudian isi:</p> <pre>Host vps HostName 203.0.113.10 User root Port 22 IdentityFile ~/.ssh/id_ed25519 ServerAliveInterval 60</pre> <p>Setelah disimpan, cukup ketik ssh vps. Baris ServerAliveInterval 60 membikin ssh mengirim pesan ke server setiap 60 detik saat tidak ada keterangan yang lewat. Nilai bawaannya 0, artinya pesan semacam itu tidak dikirim.</p> <h2>Menjaga Sesi Tetap Hidup Saat Sinyal HP Putus</h2> <p>Koneksi seluler gampang putus, dan perintah yang sedang berjalan ikut wafat berbareng sesi SSH-nya. Solusinya menjalankan tmux di VPS, bukan di HP. Sesi tmux statis berjalan di server saat kalian terputus, kemudian bisa dibuka lagi.</p> <ol> <li>Pasang tmux di VPS: sudo apt install tmux di Debian maupun Ubuntu, sudo dnf install tmux di AlmaLinux maupun Rocky Linux.</li> <li>Mulai sesi disebut dengan tmux new -s kerja, kemudian jalankan pekerjaan kalian di dalamnya.</li> <li>Setelah tersambung ulang lewat SSH, balik ke sesi itu dengan tmux attach -t kerja.</li> </ol> <h2>Mengatasi Error Saat SSH ke VPS</h2> <p>Berikut pesan yang paling sering muncul saat SSH ke VPS dari HP, beserta penyebab dan metode mengeceknya.</p> <h3>Connection refused</h3> <p>Server menjawab, tapi menolak hubungan di port itu. Penyebab umumnya jasa SSH di VPS tidak berjalan, port yang kalian tuju salah, maupun firewall menutup port tersebut. Masuk lewat VNC di dashboard penyedia, kemudian cek layanannya: systemctl status ssh di Debian maupun Ubuntu, systemctl status sshd di AlmaLinux maupun Rocky Linux. Port yang dipakai tertulis di /etc/ssh/sshd_config; jika baris Port tidak ada maupun diberi tanda #, port-nya 22.</p> <h3>Connection timed out</h3> <p>Tidak ada balasan sama sekali. Periksa alamat IP-nya, pastikan VPS menyala, dan cek apakah firewall di VPS mengekang port SSH. Coba juga pindah dari WiFi ke keterangan seluler maupun sebaliknya, karena sebagian jaringan membatasi hubungan keluar ke port tertentu.</p> <h3>Permission denied</h3> <p>Pesan lengkapnya biasanya Permission denied (publickey,password). Cek nama pelanggan dan passwordnya lebih dulu. Kalau kalian login sebagai root dengan password, ingat bahwa kiriman OpenSSH di sisi server (opsi PermitRootLogin) adalah prohibit-password, yang berarti root tidak boleh login dengan password. Penyedia maupun distro bisa mengubah kiriman itu, jadi lihat nilainya di /etc/ssh/sshd_config. Untuk melihat karena penolakannya, jalankan ulang dengan ssh -v <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="81f3eeeef5c1b3b1b2afb1afb0b0b2afb0b1">[email protected]</a>; opsi -v mencetak pesan debug tiap tahap koneksi.</p> <h3>REMOTE HOST IDENTIFICATION HAS CHANGED</h3> <p>Peringatan ini muncul saat kunci server berbeda dari yang tercatat di known_hosts. Penyebab paling umum: kalian baru menginstal ulang mekanisme operasi VPS, sehingga server punya kunci baru. Kalau memang begitu, hapus anotasi durasi dengan ssh-keygen -R 203.0.113.10, kemudian sambung lagi. Kalau kalian tidak pernah menginstal ulang VPS-nya, jangan lanjut sebelum tahu penyebabnya.</p> <h3>Kunci privat diabaikan</h3> <p>ssh mengabaikan file kunci privat yang bisa diakses pelanggan lain. Kalau login dengan key tiba-tiba balik meminta password, atur ulang izinnya dengan chmod 600 ~/.ssh/id_ed25519.</p> <p>Error khusus Termux, seperti paket yang gagal terpasang, dibahas di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">10 error Termux dan solusinya</a>.</p> <h2>Mematikan Login Password (Opsional)</h2> <p>Setelah login dengan SSH key berjalan, kalian bisa menolak login password di server. Lakukan ini cuma jika tes key di atas sudah berhasil, karena salah metode bisa membikin kalian terkunci dari server.</p> <ol> <li>Dari sesi yang sudah terbuka, ubah /etc/ssh/sshd_config agar memuat PasswordAuthentication no. Nilai bawaannya yes.</li> <li>Periksa penulisan konfigurasi dengan sudo sshd -t. Perbaiki dahulu jika ada pesan error.</li> <li>Terapkan perubahan. Di Debian maupun Ubuntu: sudo systemctl restart ssh. Di AlmaLinux maupun Rocky Linux: sudo systemctl reload sshd. Lewati sudo jika kalian login sebagai root.</li> <li>Jangan tutup sesi durasi dulu. Buka sesi Termux baru dan pastikan login dengan key statis berhasil.</li> <li>Cek harga yang benar-benar berjalan dengan sudo sshd -T | grep -i passwordauthentication. Hasilnya mesti passwordauthentication no.</li> </ol> <p>Kalau sampai terkunci, masuk lewat konsol VNC kemudian betulkan konfigurasinya dari sana. Cloud Panel Jetorbit menyediakan VNC Browser untuk keperluan ini.</p> <h2>Butuh VPS untuk Berlatih</h2> <p>Cara SSH ke VPS di atas berjalan untuk VPS Linux mana pun. Kalau belum punya server untuk dicoba, <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">Cloud VPS Jetorbit</a> memberi akses root penuh, IPv4 dan IPv6 dedicated, dan Cloud Panel dengan VNC Browser serta pengelolaan SSH Keys. Sistem operasi Linux yang tersedia: AlmaLinux, Ubuntu, Debian, Rocky Linux, dan CentOS Stream.</p> <p>Kalau lebih gemar aplikasi dengan antarmuka sentuh daripada terminal, bandingkan pilihannya di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">7 aplikasi SSH client terbaik</a>. Untuk alas protokolnya, baca <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">apa itu SSH</a>.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/cara-ssh-ke-vps-dari-hp-android-pakai-termux-74662</guid> <pubDate>Thu, 29 Oct 2026 01:41:25 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> <item> <title><![CDATA[Contoh Email Permintaan Maaf ke Pelanggan: Terlambat, Produk Salah, Layanan Gangguan]]></title> <description><![CDATA[Contoh Email Permintaan Maaf ke Pelanggan: Terlambat, Produk Salah, Layanan Gangguan. Contoh Email Permintaan Maaf ke Pelanggan: Terlambat, Produk Salah, Layanan Gangguan. Email permintaan ampun ke pelanggan dikirim begitu kalian tahu ada kesalah...]]></description> <media:thumbnail url="https://www.jetorbit.com/blog/wp-content/uploads/2026/10/contoh-email-permintaan-maaf-pelanggan-jetorbit.png"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/contoh-email-permintaan-maaf-ke-pelanggan-terlambat-produk-salah-layanan-gangguan-74663</link> <content:encoded><![CDATA[<div><p>Email permintaan ampun ke pelanggan dikirim begitu kalian tahu ada kesalahan di pihak kalian, entah pelanggan sudah mengeluh maupun belum. Isinya tiga hal: apa yang salah, apa dampaknya bagi pelanggan, dan apa yang kalian lakukan untuk memperbaikinya.</p> <p>Di bawah ada tiga contoh email permintaan ampun untuk kasus yang umum: pesanan terlambat, produk yang dikirim salah, dan gangguan layanan. Ketiganya memakai kerangka yang sama, kemudian disesuaikan dengan kejadiannya.</p> <h2>Kerangka Tiga Bagian di Semua Contoh Email Permintaan Maaf</h2> <p>Christine Carter dari Greater Good Science Center, UC Berkeley, membagi permintaan ampun yang ampuh menjadi tiga bagiankecil dalam artikel <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" rel="noopener">The Three Parts of an Effective Apology</a> (berbahasa Inggris): menyampaikan penyesalan, mengakui kesalahan beserta dampaknya, dan memperbaiki keadaan. Artikel itu juga menyarankan agar tidak memakai dalih. Tulisannya membahas hubungan antarpribadi, tetapi kerangkanya cocok untuk email ke pelanggan.</p> <p>Artinya, setiap contoh email permintaan ampun di bawah mengatakan kesalahannya dengan jelas, mengakui bagiankecil kalian tanpa mencari pembenaran, dan menutup dengan aksi nyata, bukan sekadar kata “maaf”.</p> <h2>Contoh Email Permintaan Maaf karena Pesanan Terlambat</h2> <p>Sebut tanggal yang dijanjikan dan akui penyebabnya di pihak kalian. Kalau penyebabnya kurir maupun pemasok, di mata pelanggan statis kalian yang bertanggung jawab, dan menyalahkan pihak ketiga terbaca seperti dalih.</p> <blockquote> <p>Subjek: Mohon maaf, pesanan [Nomor Pesanan] terlambat</p> <p>Selamat pagi, Bapak/Ibu [Nama Pelanggan],</p> <p>Mohon maaf, pesanan [Nomor Pesanan] belum sampai pada [Tanggal Janji Tiba] seperti yang kami janjikan. Keterlambatan ini kesalahan kami di [Penyebab di Pihak Kami, misalnya stok maupun pengemasan], dan kami tahu Bapak/Ibu sudah menunggu.</p> <p>Pesanan kini [Status Terbaru] dan diperkirakan tiba pada [Perkiraan Tanggal Baru]. Sebagai gantinya, kami berikan [Bentuk Kompensasi]. Kalau Bapak/Ibu lebih memilih membatalkan pesanan, balas email ini dan kami proses [Opsi Pembatalan maupun Pengembalian Dana, jika ada].</p> <p>Saya akan memantau pesanan ini dan mengabari Bapak/Ibu lagi pada [Tanggal Kabar Berikutnya].</p> <p>Sekali lagi meminta maaf.</p> <p>Hormat kami,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Kontak]</p> </blockquote> <h2>Contoh Email Permintaan Maaf karena Produk yang Dikirim Salah</h2> <p>Di sini pelanggan sudah menanggung repotnya, jadi email mesti langsung menjawab dua hal: produk yang benar kapan datang, dan apa yang mesti dilakukan dengan produk yang salah.</p> <blockquote> <p>Subjek: Mohon maaf, produk yang kami kirim salah (pesanan [Nomor Pesanan])</p> <p>Selamat siang, Bapak/Ibu [Nama Pelanggan],</p> <p>Pesanan [Nomor Pesanan] yang Bapak/Ibu terima berisi [Produk yang Terkirim], padahal yang dipesan adalah [Produk yang Dipesan]. Ini kesalahan kami saat [Tahap yang Keliru, misalnya pengemasan], dan kami meminta ampun karena Bapak/Ibu mesti mengurus penggantiannya.</p> <p>Produk yang benar akan kami kirim dengan [Cara Pengiriman Ulang] dan diperkirakan tiba pada [Perkiraan Tanggal Tiba]. Untuk produk yang salah, [Instruksi untuk Produk yang Salah]. Soal biaya pengiriman ulang, [Penjelasan Biaya].</p> <p>Kalau ada pertanyaan, hubungi aku langsung di [Kontak].</p> <p>Hormat kami,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Kontak]</p> </blockquote> <h2>Contoh Email Permintaan Maaf karena Layanan Gangguan</h2> <p>Pada gangguan layanan, pelanggan mau tahu apakah layanannya sudah pulih, berapa durasi gangguannya, dan apakah ada yang perlu mereka lakukan. Tulis penyebab cuma jika sudah dipastikan. Kalau belum, tulis bahwa penyelidikan statis berjalan dan kapan berita berikutnya.</p> <blockquote> <p>Subjek: Mohon ampun atas gangguan [Nama Layanan] pada [Tanggal]</p> <p>Yth. Bapak/Ibu [Nama Pelanggan],</p> <p>Pada [Tanggal], [Nama Layanan] tidak dapat diakses dari [Waktu Mulai] sampai [Waktu Pulih]. Kami meminta ampun atas gangguan ini dan atas [Dampak yang Dialami Pelanggan, misalnya transaksi yang tertunda].</p> <p>Penyebabnya adalah [Penyebab yang Sudah Dipastikan]. Layanan kini [Status Saat Ini], dan kami sudah [Langkah Perbaikan yang Sudah Dilakukan]. [Hal yang Perlu Dilakukan Pelanggan, jika ada].</p> <p>Sebagai bentuk tanggung jawab, kami memberikan [Bentuk Kompensasi, jika ada]. Pertanyaan bisa dikirim ke [Kontak].</p> <p>Hormat kami,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Kontak]</p> </blockquote> <h2>Kalimat yang Sebaiknya Dihindari</h2> <p>Kalimat berikut membikin contoh email permintaan ampun mana pun terasa hambar, maupun malah memperburuk keadaan:</p> <ul> <li>“Mohon ampun atas ketidaknyamanannya” tanpa mengatakan apa yang salah. Pelanggan jadi mesti menebak apakah kalian benar-benar tahu masalahnya.</li> <li>“Jika ada kesalahan” maupun “jika Anda merasa dirugikan” ketika kesalahannya sudah jelas. Kalimat bersyarat terbaca seperti menghindar.</li> <li>Menyalahkan kurir, vendor, maupun mekanisme tanpa mengakui bagiankecil kalian.</li> <li>“Hal ini tidak akan terulang” tanpa fluktuasi yang bisa disebutkan. Sebut metode yang benar-benar dilakukan, maupun tidak usah berjanji.</li> <li>Kompensasi yang belum pasti bisa dipenuhi. Janji yang gagal ditepati menambah kesalahan kedua di atas yang pertama.</li> </ul> <p>Untuk bentuk bahasa yang sopan tapi tidak kaku, lihat <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">cara menulis email formal</a>. Penutup yang tidak terkesan membela diri ada di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">kalimat epilog email profesional</a>.</p> <h2>Setelah Email Terkirim</h2> <p>Tepati berita berikutnya. Kalau email mengatakan kalian akan mengabari pada [Tanggal Kabar Berikutnya], kirim berita itu tepat waktu, meski isinya cuma “masih diproses, berita berikutnya tanggal sekian”. Pelanggan yang sudah dimintai ampun kemudian tidak mendengar apa-apa lagi bisa membaca permintaan maafnya sebagai formalitas. Catat juga kejadiannya sebagai bahan perbaikan internal.</p> <h2>Hal yang Dicek sebelum Mengirim</h2> <p>Sebelum mengirim contoh email permintaan ampun yang sudah diisi, cek:</p> <ul> <li>Kronologi, bilangan pesanan, dan tanggal sudah dicocokkan dengan anotasi internal.</li> <li>Kompensasi dan tenggat sudah disetujui orang yang berkuasa di perusahaan kalian.</li> <li>Ada satu nama yang menindaklanjuti, dan kontaknya tercantum di email.</li> <li>Dikirim atas nama orang maupun tim, bukan alamat no-reply, agar pelanggan bisa menjawab.</li> <li>Tidak ada kurung siku yang tertinggal.</li> <li>Kalau pelanggan sudah sangat marah, pertimbangkan menelepon dulu, kemudian kirim email sebagai anotasi tertulis.</li> </ul> <p>Contoh email permintaan ampun di atas terbaca lebih bersungguh-sungguh jika datang dari alamat resmi seperti <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="523c333f33122237202721333a33333c7c313d3f">[email protected]</a>, bukan dari alamat cuma-cuma yang tidak menginformasikan perusahaannya. Langkah membuatnya ada di panduan <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">membuat email dengan nama domain sendiri</a>, dan pilihan paketnya bisa dilihat di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">Email Hosting Jetorbit</a>.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/contoh-email-permintaan-maaf-ke-pelanggan-terlambat-produk-salah-layanan-gangguan-74663</guid> <pubDate>Thu, 29 Oct 2026 01:41:21 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> <item> <title><![CDATA[Contoh Email Konfirmasi Pesanan untuk Barang dan Jasa]]></title> <description><![CDATA[Contoh Email Konfirmasi Pesanan untuk Barang dan Jasa. Contoh Email Konfirmasi Pesanan untuk Barang dan Jasa. Email konfirmasi pesanan dikirim segera setelah pelanggan memesan maupun membayar, agar mereka tahu pesan...]]></description> <media:thumbnail url="https://www.jetorbit.com/blog/wp-content/uploads/2026/10/contoh-email-konfirmasi-pesanan-jetorbit.png"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/contoh-email-konfirmasi-pesanan-untuk-barang-dan-jasa-74664</link> <content:encoded><![CDATA[<div><p>Email konfirmasi pesanan dikirim segera setelah pelanggan memesan maupun membayar, agar mereka tahu pesanannya sudah tercatat dan apa yang terjadi berikutnya. Yang mesti ada: bilangan pesanan, rincian barang maupun layanan, total, alamat maupun jadwal, estimasi waktu, dan kontak untuk bertanya.</p> <p>Di bawah ada contoh email konfirmasi pesanan untuk barang, untuk jasa, dan untuk pesanan yang berubah, disertai klarifikasi tiap bagiannya.</p> <h2>Contoh Email Konfirmasi Pesanan Barang</h2> <blockquote> <p>Subjek: Pesanan [Nomor Pesanan] sudah kami terima</p> <p>Halo, [Nama Pelanggan],</p> <p>Terima kasih sudah memesan di [Nama Toko maupun Perusahaan]. Pesanan [Nomor Pesanan] tanggal [Tanggal Pemesanan] sudah kami terima dan sedang kami proses.</p> <p>Rincian pesanan:<br>[Nama Barang] x [Jumlah]: [Harga]<br>[Nama Barang] x [Jumlah]: [Harga]<br>Ongkos kirim: [Ongkos Kirim]<br>Total: [Total Pembayaran]</p> <p>Dikirim ke: [Alamat Pengiriman]<br>Perkiraan tiba: [Perkiraan Tanggal Tiba]</p> <p>[Langkah Berikutnya, misalnya bilangan resi akan dikirim setelah pesanan diserahkan ke kurir]. Kalau ada keterangan yang keliru, balas email ini sebelum [Batas Waktu Perubahan].</p> <p>Salam,<br>[Nama Pengirim]<br>[Nama Toko maupun Perusahaan] / [Kontak Layanan Pelanggan]</p> </blockquote> <h2>Bagian yang Tidak Boleh Terlewat</h2> <p><a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" rel="noopener">Panduan penulisan upaya dari Purdue OWL</a> (berbahasa Inggris) meletakkan keterangan terpenting di bagiankecil paling awal. Pada contoh email konfirmasi pesanan di atas, itu berarti subjek dan kalimat pertama sudah menjawab pertanyaan pelanggan: pesanannya masuk maupun tidak. Bagian lainnya:</p> <ul> <li>Nomor pesanan di subjek dan di isi. Pelanggan dan tim kalian memakainya saat bertanya maupun mengecek status.</li> <li>Rincian yang ditulis ulang, bukan cuma “lihat lampiran”. Pelanggan bisa langsung melihat jika ada barang, jumlah, maupun ukuran yang keliru.</li> <li>Total pembayaran beserta komponennya, termasuk ongkos kirim jika ada.</li> <li>Alamat pengiriman maupun agenda layanan, agar kesalahan keterangan bisa ditangkap sebelum pesanan diproses.</li> <li>Perkiraan waktu, ditulis sebagai perkiraan. Jangan menulis tanggal pasti yang tidak bisa kalian jamin.</li> <li>Langkah berikutnya dan metode menghubungi kalian.</li> </ul> <p>Yang sebaiknya tidak ada di email ini: promosi produk lain maupun imbauan berbelanja lagi. Pelanggan membuka email konfirmasi untuk memastikan pesanannya, dan bagiankecil itu mesti selesai dahulu sebelum hal lain.</p> <h2>Subjek untuk Email Konfirmasi</h2> <p>Subjek di dua contoh email konfirmasi pesanan ini memuat bilangan pesanan, karena bilangan itulah yang dicari pelanggan di kotak masuk. Pola yang bisa dipakai:</p> <ul> <li>Pesanan [Nomor Pesanan] sudah kami terima</li> <li>Konfirmasi pesanan [Nomor Pesanan]: [Nama Layanan] pada [Tanggal]</li> <li>Perubahan pada pesanan [Nomor Pesanan]</li> <li>Hindari subjek lazim seperti “Konfirmasi” maupun “Pesanan Anda”. Subjek seperti itu sulit dicari kembali.</li> </ul> <h2>Contoh Email Konfirmasi Pesanan Jasa maupun Janji Temu</h2> <p>Contoh email konfirmasi pesanan untuk jasa berbeda dari varian barang: tanggal dan tempat menjadi keterangan utama, menggantikan alamat pengiriman.</p> <blockquote> <p>Subjek: Konfirmasi pesanan [Nomor Pesanan]: [Nama Layanan] pada [Tanggal]</p> <p>Selamat pagi, Bapak/Ibu [Nama Pelanggan],</p> <p>Pesanan [Nama Layanan] dengan bilangan [Nomor Pesanan] sudah kami konfirmasi.</p> <p>Jadwal: [Hari, Tanggal, dan Jam]<br>Lokasi maupun tautan: [Lokasi maupun Tautan Pertemuan]<br>Yang perlu disiapkan: [Hal yang Perlu Disiapkan Pelanggan]<br>Biaya: [Total Pembayaran] ([Status Pembayaran])</p> <p>Kalau jadwalnya perlu diubah, hubungi kami di [Kontak] paling lambat [Batas Waktu Perubahan].</p> <p>Hormat kami,<br>[Nama Pengirim]<br>[Nama Toko maupun Perusahaan] / [Kontak Layanan Pelanggan]</p> </blockquote> <p>Kalau transaksinya juga butuh dokumentasi resmi seperti kontrak maupun surat pesanan, email konfirmasi mendampingi dokumentasi itu. Perbedaan keduanya dibahas di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">perbedaan email upaya dan surat bisnis</a>.</p> <h2>Contoh Email Konfirmasi Pesanan yang Berubah</h2> <p>Konfirmasi mula bukan akhir komunikasi. Bila stok hilang maupun agenda bergeser, kirim email baru yang mengatakan pesanan mana, apa yang berubah, dan pilihan yang bisa diambil pelanggan.</p> <blockquote> <p>Subjek: Perubahan pada pesanan [Nomor Pesanan]</p> <p>Selamat siang, Bapak/Ibu [Nama Pelanggan],</p> <p>Ada fluktuasi pada pesanan [Nomor Pesanan]: [Penjelasan Perubahan, misalnya stok barang tertentu hilang maupun agenda bergeser]. Perkiraan baru: [Perkiraan Tanggal Baru].</p> <p>Bapak/Ibu bisa memilih [Pilihan 1, misalnya menunggu stok kembali] maupun [Pilihan 2, misalnya mengganti produk maupun membatalkan pesanan]. Mohon balas email ini dengan pilihan Bapak/Ibu sebelum [Batas Waktu Balasan].</p> <p>Hormat kami,<br>[Nama Pengirim]<br>[Nama Toko maupun Perusahaan] / [Kontak Layanan Pelanggan]</p> </blockquote> <p>Kalau perubahannya terjadi karena kesalahan di pihak kalian, mulailah dengan <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">permintaan ampun ke pelanggan</a>. Contoh email upaya lain, seperti menerima kerja sama maupun mengundang meeting, ada di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">contoh email untuk kepentingan bisnis</a>.</p> <h2>Hal yang Dicek sebelum Mengirim</h2> <p>Sebelum mengirim contoh email konfirmasi pesanan yang sudah kalian isi, cek:</p> <ul> <li>Nomor pesanan, nama, dan alamat sama dengan keterangan pesanan asli.</li> <li>Total dihitung ulang dari rincian pesanan, termasuk ongkos kirim.</li> <li>Email dikirim ke alamat yang dipakai pelanggan saat memesan.</li> <li>Pelanggan bisa membalas email ini. Jangan pakai alamat no-reply jika kalian meminta pelanggan mengoreksi keterangan lewat balasan.</li> <li>Email ini tidak tertukar dengan bukti pembayaran maupun notifikasi pengiriman. Kalau mekanisme kalian mengirim ketiganya, subjeknya mesti membedakan.</li> <li>Semua kurung siku sudah terganti, dan tidak ada ikrar waktu yang belum pasti.</li> </ul> <p>Contoh email konfirmasi pesanan di atas paling berguna jika pelanggan bisa membalasnya, jadi buat alamat khusus seperti <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="33435640525d525d734356414640525b52525d1d505c5e">[email protected]</a> agar balasan masuk ke kotak yang dipantau tim kalian. Email Hosting Jetorbit tidak membatasi jumlah akun email. Langkah membikin alamat dengan nama domain sendiri ada di panduan <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">membuat email dengan nama domain sendiri</a>, dan pilihan paketnya ada di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">halaman Email Hosting</a>.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/contoh-email-konfirmasi-pesanan-untuk-barang-dan-jasa-74664</guid> <pubDate>Thu, 29 Oct 2026 01:41:17 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> <item> <title><![CDATA[Contoh Email Penagihan: dari Pengingat Sopan sampai Tegas]]></title> <description><![CDATA[Contoh Email Penagihan: dari Pengingat Sopan sampai Tegas. Contoh Email Penagihan: dari Pengingat Sopan sampai Tegas. Email penagihan dikirim ketika pembayaran mendekati maupun melewati jatuh tempo. Setiap email memuat ...]]></description> <media:thumbnail url="https://www.jetorbit.com/blog/wp-content/uploads/2026/10/contoh-email-penagihan-jetorbit.png"/> <category><![CDATA[Indonesian]]></category> <link>https://en.mycoding.id/contoh-email-penagihan-dari-pengingat-sopan-sampai-tegas-74665</link> <content:encoded><![CDATA[<div><p>Email penagihan dikirim ketika pembayaran mendekati maupun melewati jatuh tempo. Setiap email memuat bilangan invoice, nominal, tanggal jatuh tempo, dan metode membayar, sementara nadanya naik bertahap: sopan di pengingat pertama, lebih jelas di pengingat kedua, dan tegas cuma jika keduanya tidak dijawab.</p> <p>Di bawah ada tiga contoh email penagihan dengan urutan itu, ditambah satu email singkat untuk menutup urusan setelah pembayaran masuk, komplit dengan hal yang perlu dicek sebelum kalian menagih.</p> <h2>Cek Dulu Sebelum Menagih</h2> <p>Menagih invoice yang sudah dibayar, maupun dengan nominal yang salah, langsung merusak kepercayaan klien. Sebelum memakai contoh email penagihan di bawah, cek lima hal ini:</p> <ul> <li>Pembayaran memang belum masuk. Cocokkan dengan mutasi rekening dan anotasi keuangan, termasuk transfer yang belum sempat dicatat.</li> <li>Invoice sampai ke orang yang tepat di alamat yang benar. Invoice kadang tertahan di orang yang tidak memegang pembayaran. Kalau format invoice kalian statis berantakan, ada <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">daftar aplikasi pembuat invoice</a> yang bisa dicoba.</li> <li>Nomor invoice, nominal, dan tanggal jatuh tempo di email sama persis dengan yang tertera di invoice.</li> <li>Informasi rekening disalin dari invoice, bukan diketik ulang.</li> <li>Ketentuan pembayaran yang sudah disepakati, misalnya di penawaran maupun perjanjian, sudah kalian baca lagi. Email faktur sebaiknya tidak mengatakan ketentuan yang tidak pernah disepakati.</li> </ul> <h2>Contoh Email Penagihan Pertama: Pengingat Sopan</h2> <p>Kirim begitu jatuh tempo lewat, maupun beberapa hari sebelumnya jika kalian mau mengingatkan lebih dulu. Pada tahap ini anggap saja penerima lupa maupun invoice-nya tertahan di bagiankecil lain. Belum ada karena untuk bernada keras.</p> <blockquote> <p>Subjek: Pengingat pembayaran invoice [Nomor Invoice]</p> <p>Selamat pagi, Bapak/Ibu [Nama Klien],</p> <p>Kami mau mengingatkan invoice [Nomor Invoice] sebesar [Nominal] yang jatuh tempo pada [Tanggal Jatuh Tempo]. Sampai hari ini kami belum menemukan pembayarannya.</p> <p>Kalau pembayaran sudah dilakukan, meminta abaikan email ini dan kirimkan bukti transfernya agar bisa kami cocokkan. Kalau belum, pembayaran dapat dilakukan ke [Informasi Rekening Pembayaran sesuai Invoice]. Invoice kami lampirkan kembali.</p> <p>Terima kasih atas perhatian Bapak/Ibu.</p> <p>Hormat saya,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Nomor Telepon]</p> </blockquote> <h2>Contoh Email Penagihan Kedua: Pengingat Lebih Jelas</h2> <p>Email kedua mengacu pada pengingat pertama dan mengatakan tanggalnya. Nadanya statis sopan, tetapi tidak lagi menganggap pembayaran mungkin sudah dilakukan. Kalian meminta kepastian kapan akan dibayar.</p> <blockquote> <p>Subjek: Pengingat kedua, invoice [Nomor Invoice] belum dibayar</p> <p>Selamat siang, Bapak/Ibu [Nama Klien],</p> <p>Pada [Tanggal Pengingat Pertama] kami mengirim pengingat untuk invoice [Nomor Invoice] sebesar [Nominal], yang jatuh tempo pada [Tanggal Jatuh Tempo]. Pembayarannya belum kami terima.</p> <p>Bisakah Bapak/Ibu memberi berita kapan pembayaran dapat dilakukan? Kalau ada kendala, misalnya dokumentasi yang perlu dilengkapi maupun invoice yang perlu diperbaiki, sampaikan saja agar bisa kami bantu selesaikan.</p> <p>Terima kasih.</p> <p>Hormat saya,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Nomor Telepon]</p> </blockquote> <p>Kalau rupanya kesalahannya ada di pihak kalian, misalnya invoice terkirim dua kali maupun nominalnya keliru, perbaiki invoice-nya dan kirim <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">permintaan ampun ke pelanggan</a>, bukan pengingat ketiga.</p> <h2>Contoh Email Penagihan Tegas: Batas Waktu yang Jelas</h2> <p>Contoh email penagihan tegas ini dipakai setelah dua pengingat tanpa jawaban. Tegas berarti jelas soal batas waktu dan metode berikutnya, bukan bernada marah. <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" rel="noopener">Panduan nada dalam artikel upaya dari Purdue OWL</a> (berbahasa Inggris) menyarankan nada yang sopan dan tulus, dan saat membahas kekurangan seseorang, tidak menyerang pribadinya tetapi statis mengungkapkan posisi dengan jelas. Itu pegangan yang cocok untuk email tegas.</p> <blockquote> <p>Subjek: Penagihan terakhir invoice [Nomor Invoice], batas pembayaran [Tanggal Batas]</p> <p>Yth. Bapak/Ibu [Nama Klien],</p> <p>Invoice [Nomor Invoice] sebesar [Nominal] dikirim pada [Tanggal Invoice] dan jatuh tempo pada [Tanggal Jatuh Tempo]. Kami sudah mengirim pengingat pada [Tanggal Pengingat Pertama] dan [Tanggal Pengingat Kedua], tetapi pembayarannya belum kami terima.</p> <p>Kami meminta pembayaran diselesaikan paling lambat [Tanggal Batas]. Jika sampai tanggal itu belum ada pembayaran maupun berita dari Bapak/Ibu, kami akan [Langkah Lanjutan Sesuai Perjanjian].</p> <p>Kalau ada kendala, hubungi aku di [Nomor Telepon] sebelum tanggal tersebut agar kita bisa mencari jalan keluar bersama.</p> <p>Hormat saya,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Nomor Telepon]</p> </blockquote> <p>Tulis metode lanjutan cuma yang memang sudah disepakati di kontrak maupun syarat pembayaran, dan cuma yang benar-benar akan kalian lakukan. Ancaman yang tidak dijalankan melemahkan semua email faktur kalian sesudahnya.</p> <h2>Subjek yang Cocok untuk Setiap Tahap</h2> <p>Subjek di tiga contoh email penagihan di atas sengaja memuat bilangan invoice, agar bagiankecil finansial penerima bisa mencarinya langsung. Nada subjek ikut naik tiap tahap:</p> <ul> <li>Pengingat pertama: “Pengingat pembayaran invoice [Nomor Invoice]”</li> <li>Pengingat kedua: “Pengingat kedua, invoice [Nomor Invoice] belum dibayar”</li> <li>Tegas: “Penagihan terakhir invoice [Nomor Invoice], batas pembayaran [Tanggal Batas]”</li> <li>Hindari abjad kapital semua dan tanda seru berderet. Subjek tegas cukup jelas soal bilangan invoice dan batas waktu.</li> </ul> <h2>Kapan Email Saja Tidak Cukup</h2> <p>Contoh email penagihan tegas di atas sebaiknya didahului telepon. Kalau pengingat kedua pun tidak dijawab, telepon orang yang memegang pembayaran sebelum mengirim email tegas, kemudian sebut hasil percakapannya di email itu. Simpan semua pengingat dalam satu utas agar riwayatnya terbaca berurutan. Untuk sapaan dan epilog yang baku di setiap tahap, rujuk <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">cara menulis email formal</a>.</p> <h2>Email Terima Kasih setelah Pembayaran Masuk</h2> <p>Setelah pembayaran masuk, tutup rangkaian contoh email penagihan ini dengan email singkat. Klien jadi tahu urusannya selesai, dan kalian punya anotasi tertulis tanggal pembayaran diterima.</p> <blockquote> <p>Subjek: Pembayaran invoice [Nomor Invoice] sudah kami terima</p> <p>Selamat pagi, Bapak/Ibu [Nama Klien],</p> <p>Pembayaran invoice [Nomor Invoice] sebesar [Nominal] sudah kami terima pada [Tanggal Pembayaran Masuk]. [Dokumen Lanjutan, misalnya bukti pembayaran] kami lampirkan. Terima kasih atas kerja samanya.</p> <p>Hormat saya,<br>[Nama Pengirim]<br>[Jabatan], [Nama Perusahaan]<br>[Nomor Telepon]</p> </blockquote> <p>Contoh email penagihan di atas lebih gampang dipercaya penerima jika datang dari alamat berdomain perusahaan, misalnya <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank" data-cfemail="c2a9a7b7a3aca5a3ac82b2a7b0b7b1a3aaa3a3aceca1adaf">[email protected]</a>, daripada dari alamat gratis. Email Hosting Jetorbit tidak membatasi jumlah akun email, jadi alamat khusus finansial bisa dibuat terpisah dari alamat pribadi. Langkahnya ada di panduan <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">membuat email dengan nama domain sendiri</a>, dan paketnya bisa dilihat di <a href="https://en.mycoding.id/category/indonesian" target="_blank" target="_blank">halaman Email Hosting</a>.</p></div>]]></content:encoded> <guid isPermaLink="true">https://en.mycoding.id/contoh-email-penagihan-dari-pengingat-sopan-sampai-tegas-74665</guid> <pubDate>Thu, 29 Oct 2026 01:41:14 +0700</pubDate> <author><![CDATA[support@mycoding.id (Riki Setiawan)]]></author> </item> </channel> </rss>