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support@mycoding.id (Null Php Script) — Mon, 02 Nov 2026 08:30:00 +0700

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China's First Frontier AI Export Controls: Mofcom Announcement No. 48

support@mycoding.id (Doris Putra) — Mon, 02 Nov 2026 08:27:28 +0700

Comments

The part of agent engineering that interviews are starting to ask about

support@mycoding.id (Board Infinity) — Mon, 02 Nov 2026 07:29:19 +0700

Building item that calls a example is now a weekend project. Building item allowed to act on your behalf is a distinct job. It is additionally the one that shows up in genuine engineering work.

The difference is prosperity and consequence. A chatbot that gets an answer incorrect wastes a reader's time. An delegate that sends a document to the incorrect recipient has done item you cannot obtain back.

So the engaging questions are no longer concerning prompts. They are concerning what the delegate is permitted to do, who decided that, and what evidence exists afterwards.

Where approval has to live

Here is the error value understanding early, since it is uncomplicated to create and difficult to see.

A developer gives the delegate its limits in the scheme prompt. Spend no additional than ten dollars. Only dispatch to numbers on this list. Ask before item irreversible.

That is not a limit. It is a request. The content carrying the regulation sits in the identical environment opening as content the delegate peruse from a web page, a document or an email. A example has no dependable way to position one complete the other. Anything that can act the environment can contend alongside the rule.

A genuine bounds is evaluated location the delegate cannot reach. The inspect happens on the server that performs the action, against a guideline the delegate did not compose and cannot edit. Ask for additional than the guideline allows and the call fails, any the delegate believes concerning its own authority.

Fax for Agents is one current example of that shape. Approvals and budgets are evaluated on the server, never peruse from immediate text, so an delegate cannot broaden its own permissions. Each delegate is a named chief alongside its own key, its own scopes and its own budget.

What an endorsement has to pin down

"The person approved this" is too vague to be value anything, since the endorsement and the act can drift distinct between one and the other.

A helpful endorsement names everything that could change. In that API an endorsement covers one document hash, one destination, one sender, one amount and an expiry. Any alter to the document invalidates it. Swap a leaf following the endorsement and the dispatch fails, alternatively of going out unnoticed.

That scheme has a asset value stealing for any scheme you build. Bind the approval to the exact item being permitted, never to the intent rearward it.

The citation is the identical idea applied to money. A cost is fixed to the document, the destination and the amount for ten minutes. What was accepted and what is charged cannot diverge quietly.

Why the audit trail is an engineering concern

Logging is normally treated as item you add formerly the characteristic works. For an delegate that spends prosperity it is part of the feature.

The inquiry an auditor asks is not what the delegate intended. It is what happened, and what proves it. That method a document per act carrying the input's hash, the destination, the amount captured and the outcome. The scheme writes it, the example does not depict it.

It additionally method being careful alongside a sole word. In that API, delivered is written lone whenever the provider's evidence for the attempt supports it. There are six states in total, anywhere most systems have a achievement flag. Most of the honesty in a scheme akin that lives in refusing to say delivered early.

What to practise

Four exercises, all small, all additional helpful than another prompt-engineering tutorial.

Take item your code can do and move its bounds out of the immediate into a server-side check. Then try to conversation your own delegate former it, and observe the call fail.

Give your delegate its own credential alternatively of yours, alongside a range narrower than yours, and verify it cannot broaden that scope.

Add an idempotency key to all call that changes something, afterward run the identical petition twice and verify you get one effect.

Write the receipt before you compose the blessed path. If you cannot say what a completed act should depart behind, the act is not completed being designed.

None of that needs a ample prosperity or a big model. It needs the habit of asking anywhere a regulation is enforced. That inquiry separates a demo from item a business volition let near its customers.

MaintWiz Technologies: Manager Product, Accounts, Solutions Interview

support@mycoding.id (Board Infinity) — Mon, 02 Nov 2026 07:21:02 +0700

This director runs one piece of MaintWiz Technologies end to end and answers immediately to the Chief Executive Officer (CEO). Depending on the charter, the activity method turning a mining or shutdown-management offering into a sellable package, expanding a ample endeavor customer, or deciding what Engineering builds next for an Industrial Artificial Intelligence (AI) Computerised Maintenance Management System (CMMS).

This guide is for Master of Business Administration (MBA) candidates preparing for this Chennai role, particularly those alongside a mechanical or manufacturing engineering background. It covers the three charters and the must-have and good-to-have skills. It additionally includes apt discussion rounds, 29 custom questions alongside answer frameworks, and a four-week preparedness plan.

1. About the Manager (Product, Accounts, Solution Lines) Role

Think of this function as operating a small endeavor inner MaintWiz. At joining, you concur on one of three charters. The archetypal is a resolution line, either a vertical specified as Mining or Oil and Gas, or a horizontal specified as Shutdown Management. The second is a set of strategic endeavor accounts, and the third is the merchandise roadmap.

Within that charter, you are accountable for customers, product, shipment and income together. Because you study to the CEO, decisions journey accelerated and are extremely visible.

In a sole week, you power activity alongside Engineering on a characteristic spec, alongside Sales on a pricing recommendation and alongside Customer Success on an document that has gone quiet. Charters can change as endeavor needs change, so range matters as much as depth.

2. Required Skills and Qualifications

Educational Qualifications

Skills Overview

3. Good to Have

These items fortify a profile, but none sits on the must-have list. Plant cognition and CMMS familiarity act as shortcuts to credibility alongside customers. If you deficiency them, display how you have closed the gap through reading, trials or projects.

4. Day-to-Day Responsibilities

A representative week mixes client time, inner alignment and written work, valued by charter. A Solution Lines director may expend days at a quarry or refinery. An Account Manager lives in client reviews and use data, during a Product Manager plant most closely alongside Engineering on specs and delivery.

Solution Lines Charter

Learn the Industry Deeply

Before you can market into Mining or Oil and Gas, you need to cognize how those operations interrupt down. That method location visits, conversations alongside care planners and studying crucial resources specified as haul trucks, crushers and compressors. For a horizontal akin Shutdown Management, it method learning how a planned factory shutdown is scheduled, staffed and closed out, and anywhere delays normally creep in.

Define Solution Packages

You form the phase into offers that a particular industry recognises. A mining package, for example, power bundle pre-configured asset templates, inspection checklists and reports suited to dense mobile equipment. The test is simple: a buyer should see their own location in the package, not a generic application list they have to configure from scratch.

Build the Business Case

You activity out what the bundle is value to a customer, specified as hours of unplanned downtime avoided, and set pricing and tiers accordingly. Then you scheme the GTM: which roles to mark (plant head, care head, procurement), which events or partners to use, and what throw and collateral Sales needs to near the archetypal deals.

Create Reference Implementations

The archetypal few customers in a new vertical rotate into evidence for everyone following them. You remain near to these rollouts, create certain they provision measurable results, and rotate them into case studies, demos and location references. Sales afterward uses these resources alongside the next potential in the identical industry.

Account Management Charter

Own Strategic Account Health

You are the sole owner for a set of ample endeavor customers. That method knowing who logs in, which flora are active, which assistance issues are open, and whether the financial buyer motionless sees value. When use drops at one site, you discover out why fine before the renewal conversation exposes it.

Write Account Plans

Each document gets a written scheme covering three things. Adoption is how many sites, users and resources are live. Value realisation is what the client has really gained, specified as small breakdowns. Growth covers upselling additional sites or modules and cross-selling a new solution, specified as predictive monitoring.

Run Business Reviews

At a regular cadence, frequently a Quarterly Business Review (QBR), you sit alongside client leadership, specified as a factory caput or Vice President (VP) of Operations. Together you assessment results against goals accepted earlier. A fine assessment gives them numbers they can citation internally, flags gaps honestly and ends alongside accepted next steps.

Drive Retention and Renewals

Your scorecard is Net Revenue Retention (NRR): income from existing customers this twelvemonth compared alongside last, following expansions, downgrades and churn. In practice, you track renewal dates months onward and agreement alongside risks early. You additionally discover enlargement so that growth in several accounts additional than covers any losses elsewhere.

Carry the Customer Voice

The characteristic requests, complaints and workarounds you comprehend in the site must attain the merchandise squad in a usable form. That method logging them alongside context: which customer, how many users and how much income is at stake. This way the roadmap reflects genuine petition fairly than whoever said loudest final week.

Product Management Charter

Own the Roadmap

You keep the quarterly and annual scheme for what gets built, tied to business scheme and market shifts. That involves saying no to many requests and ranking the remainder by client value and effort. When a promised item moves out, you explain the trade-off to Sales and the CEO.

Write PRDs and User Stories

Every characteristic starts as a written spec. Take a PRD for an automatic spare-parts reorder alert. It explains the problem, the users, and stories specified as "as a stores in-charge, I desire an vigilant before inventory runs out". It additionally sets acceptance criteria that inform norm assurance (QA) exactly whenever the characteristic is done.

Track Delivery alongside Engineering

Once activity starts, you associate sprint reviews, answer open questions quickly and observe for range creep and slipping dates. When item slips, you decide alongside Engineering whether to cut range or move the date. You afterward inform affected customers and the Sales squad early, not on initiate day.

Set Up Product Dashboards

You define and build the metrics that display whether the merchandise is working. Examples contain weekly energetic users, mobile app use by technicians, activity orders created versus closed and acceptance following all release. These dashboards rotate opinions concerning the merchandise into evidence for roadmap decisions.

Analyse Competitors and Market

You track how another CMMS and EAM vendors price, bundle and stance themselves, and how Industrial AI is changing what buyers expect. The output is practical: a difference panel Sales can use in a deal, or a apparent gap that justifies a roadmap item.

5. Key Competencies for Success

The must-have catalog gets you shortlisted. The final choice is the applicant who already behaves akin an owner. That method turning care problems into money, earning rely on the shopfloor, and penning plainly adequate that others can act without you in the room.

6. Interview Process at MaintWiz Technologies

For a CEO-reporting endeavor function at an manufacturing SaaS company, anticipate a procedure that tests domain grasp, organized thinking and written output. The CEO normally makes the final call.

The rounds below indicate that average pattern. Confirm the exact sequence and timelines alongside your placement division or the recruiter formerly you are shortlisted.

Shortlist and Screening Call

Profiles are screened against the must-haves: a top-tier MBA, an engineering flat alongside mechanical preferred, and 1-4 years in a applicable setting. Shortlisted candidates normally get a 20-30 infinitesimal call alongside Human Resources (HR) or a hiring manager. It covers motivation, charter preference, the Chennai location and openness to travel.

Domain and Fundamentals Interview

A elder squad associate tests care literacy and SaaS basics. Topics contain care strategies, activity command flow, reliability metrics and how predictive care uses sensor data. Expect a conversational format alongside one or two quick calculations.

Charter Case or Assignment

Expect a live case or abbreviated take-home matched to your apt charter. Examples contain example a PRD, an document improvement scheme or a GTM scheme for a vertical. You current it to a panel that pushes difficult on assumptions, trade-offs and numbers.

Cross-Functional Discussion

Leaders from the functions you would activity with, specified as Engineering, Sales or Customer Success, measure how you grip disagreement, prioritise and communicate. Behavioural and situational questions dominate this round.

CEO Interview

Because the function reports to the CEO, a final conversation alongside the CEO is likely. It focuses on ownership, business instinct, judgement under ambiguity and whether you can be trusted to run a endeavor line.

Strong MBA profiles frequently autumn abbreviated in manufacturing SaaS interviews by treating the function as a generic merchandise or consulting job. If you cannot explain how preventive care differs from predictive, or nexus a characteristic to downtime and care cost, the panel volition doubt you can visage a factory head. Prepare domain answers as carefully as your endeavor frameworks.

7. Interview Questions

Answer behavioural questions alongside STAR (Situation, Task, Action, Result). Handle role-specific questions alongside a definition followed by a worked example, and open cases by stating your structure. In a CEO-facing role, the strongest answers end alongside a number, a decision or a apparent next step.

Behavioral & Company-Fit Questions

Role-Specific Questions: Maintenance, Product and Accounts

Product, Market & Case Questions

8. Topics and Areas of Focus

Prioritise these areas in the command a panel is apt to investigation them: domain first, afterward charter craft, afterward business metrics. Start alongside the MaintWiz website so your examples use the company's own merchandise language.

9. Preparation Plan

Freshers should concentration on conceptual degree in care and SaaS basics, using organized frameworks specified as STAR and MECE (mutually exclusive, collectively exhaustive). Experienced candidates should prepared 3-5 particular effect stories from former roles. In a CEO-facing role, measurable outcomes and apparent ownership figure far additional than a catalog of responsibilities.

Week 1

Company and Domain

Learn MaintWiz and the fundamentals of maintenance.

Week 2

Metrics and Charter Craft

Drill the calculations and build one charter artefact.

Week 3

Stories and Questions

Write STAR stories and practise the inquiry financial institution aloud.

Week 4

Mocks and Revision

Run timed mocks and fix your weakest answers.

MaintWiz Technologies: Company Overview, History, Mission and Services

support@mycoding.id (Board Infinity) — Mon, 02 Nov 2026 07:20:58 +0700

MaintWiz Technologies is a Chennai-based application business that builds care administration tools for factories and manufacturing plants. Its phase helps care teams log breakdowns, agenda preventive work, track spare parts and peruse machine-health data, so that equipment keeps operating and unplanned stoppages rotate into rarer. The business plant in manufacturing software, in the area normally labelled CMMS (computerised care administration systems), endeavor asset administration and Industry 4.0.

For a candidate, MaintWiz is a helpful study in B2B SaaS built for the shop flat fairly than the office. Its activity sits near to factory engineers, reliability managers and operations heads. Interviewers lean to value group who comprehend the two application and how a manufacturing row really runs. It is a focused merchandise business fairly than a sprawling conglomerate, so idiosyncratic contributors see their activity attain customers quickly.

This guide covers anywhere MaintWiz came from, how it is owned and run today, what it sells, and the rivalrous site it operates in.

1. Company Overview

About MaintWiz Technologies

MaintWiz builds application that digitises manufacturing maintenance, from the archetypal breakdown ticket to sensor-driven nonaccomplishment prediction. That makes it a powerful case study for engineering, implementation, client achievement and presales roles. Each of these jobs depends on translating plant-floor problems, specified as a stalled conveyor or a missed lubrication schedule, into merchandise features that a care squad volition really use.

Company History

MaintWiz has grown as an autonomous merchandise business fairly than through acquisitions. Its former is hence finest peruse as a widening of merchandise scope. The thread an interviewer is most apt to investigation is the change from record-keeping care application to predictive, data-driven maintenance, and how that changes what the business sells and to whom.

The stages below trace how the platform's capability areas tier on top of all other, according to what the business describes on its own website.

Stage 1 Founding

MaintWiz is set up in Chennai, an Indian manufacturing hub, as a application business focused on how manufacturing flora run maintenance.

Stage 2 Founding

The center CMMS takes shape. It covers asset registers, breakdown activity orders and preventive care schedules that substitute document logbooks and spreadsheets.

Stage 3 Growth

The phase extends into Total Productive Maintenance. It digitises autonomous-maintenance checklists, abnormality tagging and equipment-effectiveness tracking for lean-manufacturing plants.

Stage 4 Growth

Enterprise asset administration capabilities broaden the merchandise beyond the care desk. Spares, inventory and multi-plant asset visibility move it toward plant-wide operations.

Stage 5 Modernisation

Industrial IoT connectivity brings live device data into the platform. This enables circumstance monitoring and predictive care in location of fixed-interval servicing.

Stage 6 Modernisation

Reliability engineering and asset achievement administration tools are added. Root-cause inspection and asset-health views assistance flora decide which machines deserve the most attention.

Stage 7 AI Era

The business positions the entire suite as AI-powered astute maintenance. Analytics and recommendations are layered complete the care and device data the phase already collects.

2. Mission, Vision & Values

Mission

MaintWiz states its intent chiefly through its merchandise positioning: AI-powered, astute care that keeps manufacturing resources running. Read the About leaf before your discussion and note the exact wording the business currently uses. Anchor your answer to that tongue fairly than a paraphrase of it.

Vision

The business frames its direction as the move from reactive repairs to predictive, data-driven care in Industry 4.0 plants. When asked anywhere you see MaintWiz heading, build your answer about that arc and nexus it to the function you are applying for.

3. Products and Services

MaintWiz sells a care and asset administration phase to manufacturing and procedure plants, sold as connected modules fairly than a sole tool. That makes it applicable for application engineering and data roles, and for implementation consultants who configure it on site. It additionally suits client success, presales and revenue teams who need to conversation a factory manager's language.

CMMS and work-order management digitises the breakdown-to-closure loop. An controller at an auto-component factory in Hosur can lift a conveyor-failure petition from a phone, and a technician can be assigned and document the base logic before decision the job.
Preventive and planned maintenance replaces recollection and spreadsheets alongside schedules triggered by calendar dates or device run-hours. Typical examples are lubricating a CNC spindle following a set figure of operating hours, or lining up periodic boiler and pressure-vessel inspections.
TPM digitisation brings Total Productive Maintenance routines onto tablets and phones. This covers regular cleaning, lubrication, inspection and tightening checklists, abnormality tags and Overall Equipment Effectiveness tracking on, for example, a pharma blister-packing line.
Spares and MRO inventory links spare parts to the resources they serve. Stores teams can track inventory levels and reorder points for items specified as bearings for a cement-plant kiln drive, so a crucial part is on the rack whenever a breakdown happens.
IIoT circumstance monitoring and predictive maintenance connects sensors that peruse vibration, heat or current. Teams get alerts before failure, specified as a rising vibration trend on an air compressor in an FMCG bottling unit, which is whenever a shutdown can motionless be planned.
Reliability and asset achievement management gives reliability engineers tools for root-cause and failure-mode analysis, asset criticality ranking, and metrics specified as average period between failures and average period to repair, so attempt goes to the machines that matter most.
AI-driven analytics and dashboards sit on top of the care and device data. They rotate it into plant-level KPIs and recommendations that a care caput can assessment in a dawn gathering alternatively of compiling reports by hand.

4. Key Competitors of MaintWiz Technologies

MaintWiz Technologies sells maintenance-management software, combining CMMS, asset administration and circumstance monitoring, to manufacturing and asset-heavy plants. Its rivals are another vendors that factory heads and reliability managers shortlist whenever they digitise maintenance.

Competition turns on multiple applicable factors:

Implementation: how quickly a factory can go live and how much it costs.
Usability: how effortlessly technicians on the shop flat can use the system.
Integration: how fine it connects alongside ERP and IoT sensor data.
Maintenance depth: how powerfully it supports preventive, predictive and TPM practices.
Support: the norm of after-sales help.

IBM Maximo Application Suite

Enterprise asset administration suite from IBM

Competes on: Multi-site flora that desire activity orders, asset health monitoring and AI-driven predictive care on one platform.

Position: It is the default endeavor choice in asset-intensive industries since it is profound and extremely configurable. Its heavier implementation attempt is the gap that nimbler specialists target.

SAP Plant Maintenance (SAP S/4HANA Asset Management)

Maintenance component inner SAP's ERP

Competes on: Manufacturers already operating SAP that may decide to use the native care component fairly than add a expert tool.

Position: It links natively alongside procurement, inventory and finance. Specialist vendors throw against it on technician-friendly mobile workflows and maintenance-specific features.

Fiix

Cloud CMMS owned by Rockwell Automation

Competes on: Cloud-based work-order management, preventive care scheduling and spare-parts tracking for manufacturing plants.

Position: Rockwell's automation hardware is already installed on many factory floors. That gives Fiix a prepared way to nexus device data alongside care workflows.

eMaint

CMMS inside Fluke Reliability

Competes on: Condition-based care programmes that merge vibration and another sensor data alongside automated activity orders.

Position: It sells Fluke's sensors and application as one package. This competes head-on alongside MaintWiz's IoT-connected astute care offering.

In an interview, difference MaintWiz alongside all competitor on particular purchasing criteria: implementation time, comfort of use for shop-floor teams, ERP and IoT integration, and degree of reliability features. Then explain anywhere a focused expert wins against a larger platform. Size solitary is not a rivalrous argument.

MaintWiz Technologies builds application that keeps manufacturing equipment operating safely and efficiently. Its most dependable social contribution hence sits near to the shop floor: safer plants, small wasted energy and a better-trained care workforce.

The themes below prosecute from what the endeavor does. They are not a catalog of announced programmes. Before you name a particular CSR undertaking in an interview, inspect the latest communication on the official MaintWiz website and the company's own social channels.

🦺

Safer Shop Floors

Planned care and timely inspections decrease the abrupt equipment failures that put technicians and operators at risk.

⚡

Energy-Efficient Operations

Well-maintained motors, compressors and boilers discarded small power, so improved care preparedness immediately supports lesser manufacturing energy use.

♻

Longer Asset Life, Less Waste

Repairing and servicing machines on period extends their operating existence and cuts the scrap, spares and replacements a factory would alternatively consume.

🔧

Skilling Maintenance Technicians

Training ITI and diploma-level technicians to activity alongside mobile activity orders and digital checklists builds skills that remain alongside them throughout employers.

🌳

Paperless Maintenance Records

Moving logbooks, checklists and permits from document registers to a digital scheme reduces document use and makes records easier to audit.

🎓

Engineering Student Exposure

Internships and evidence sessions on Industry 4.0 and reliability engineering display mechanical and device discipline students how application and factories now meet.

6. Interview Process & Selection Rounds

MaintWiz Technologies is a focused merchandise company, so hiring tends to be lean. There are small rounds than at a ample IT services firm, and elder engineers or guidance frequently associate the conversation early.

The accent changes by route. Engineering roles lean on coding and scheme depth. Implementation and customer-facing roles lean on care domain cognition and communication. Fresher and evidence hiring normally adds an aptitude or coding test at the start, during lateral and elder hires frequently see steps merged.

Application and Resume Screening

The display checks fit alongside the route. Engineering profiles are peruse for genuine projects and code samples. Implementation profiles are peruse for plant, manufacturing or care exposure, specified as an internship in a manufacturing unit. Sales profiles are peruse for B2B or manufacturing marketing experience.

Online Assessment or Screening Call

Freshers typically visage aptitude, logical reasoning and a abbreviated coding or domain test. Experienced candidates normally get a recruiter or hiring-manager call instead. That call covers current work, notice period, expectations and willingness to journey to client plants.

Technical or Functional Interview

Developers are tested on data structures, APIs, databases and debugging. Data and IIoT candidates conversation time-series data and anomaly detection. Implementation candidates are probed on preventive maintenance, MTBF, MTTR and procedure mapping. Sales candidates frequently get a discovery-call function play.

Case, Assignment or Product Discussion

This circular tests applied thinking. An engineer power scheme a work-order or alerting module. An implementation applicant power set up a PM agenda for a factory scenario. A pre-sales or revenue applicant power throw the value of a care phase to a sceptical factory head.

Leadership and HR Discussion

The final conversation tests ownership, curiosity concerning manufacturing and comfort alongside a fast-moving merchandise team. Customer-facing roles are additionally checked for journey and on-site flexibility. Compensation, joining date and location are settled here.

7. Common Interview Questions Across Roles

Any MaintWiz Technologies applicant can visage these questions, any the function. Role-specific specialized questions are covered in all role's own guide.

Company-Fit & General Questions

8. Required Skills & Tools

Required skills at MaintWiz Technologies differ by occupation route. This array maps them to the identical routes used in Career Opportunities below.

9. Career Opportunities at MaintWiz Technologies

MaintWiz Technologies' careers prosecute the existence of its care platform: construction it, adding intellect to it, marketing it, and making it activity inner a customer's plant. Each path below matches a phase of that cycle, and promotion on all one depends on a distinct outcome you can show.

Software Engineering

Typical titles are Software Engineer, Senior Software Engineer, Full Stack Developer, Mobile App Developer, QA Engineer and Tech Lead. These roles build the web and mobile modules that technicians use for activity orders, asset registers and spare parts. You get promoted whenever you own a component from commencement to complete and it holds up under genuine factory workloads without regular hot-fixes.

AI, Data & IIoT

Typical titles are Data Analyst, Data Scientist, Machine Learning Engineer and IIoT Integration Engineer. The activity covers circumstance monitoring, sensor data pipelines and predictive care models. You get promoted whenever a example you built produces nonaccomplishment alerts that care teams rely and act on, not fair a example that scores fine offline.

Implementation & Customer Success

Typical titles are Implementation Consultant, Functional Consultant, Customer Success Manager and Support Engineer. These roles move asset data into the platform, set up preventive care schedules and train factory teams. You get promoted for go-lives that provision on period and for sites anywhere technicians are motionless logging activity in the scheme months later.

Solution Consulting & Pre-Sales

Typical titles are Pre-Sales Consultant, Solution Architect and Domain Consultant. These roles run merchandise demos, answer specialized questionnaires and map a prospect's care procedure onto the platform. You get promoted whenever your proposals clasp up following the agreement closes, so the shipment squad does not inherit promises the merchandise cannot keep.

Sales & Business Development

Typical titles are Business Development Executive, Inside Sales Representative, Account Manager and Regional Sales Manager. These roles market to factory heads, care managers and procurement teams in manufacturing and procedure industries. You get promoted whenever you rotate single-site pilots into multi-plant rollouts and renewals, fairly than relying on one-off licence sales.

Product Management

Typical titles are Associate Product Manager, Product Manager and Business Analyst. These roles rotate feedback from factory floors and implementation teams into a roadmap and apparent specifications. You get promoted whenever features you shipped measurably alter how customers use the product, for example additional preventive activity orders closed on mobile.

10. Future Outlook and Strategic Plan

MaintWiz Technologies positions itself today as a astute care phase for manufacturing plants, not lone a work-order tool. The milestones traced in Section 1 display a dependable move from center CMMS functions toward connected, data-led asset management.

The themes below are not a published roadmap. They are the directions any applicant have to be capable to conversation alongside confidence in an interview.

AI-led predictive maintenance

Be prepared to explain the difference between preventive and predictive maintenance. Show how vibration or heat trends from a motor or compressor can emblem a nonaccomplishment before it stops a manufacturing line.

IIoT and plant-floor integration

Expect questions on how care application connects alongside sensors, PLCs, SCADA and ERP systems. Engineers should conversation APIs and data pipelines, during revenue and implementation roles should explain why a detached scheme limits value for a factory head.

Reliability metrics that factory leaders track

Know MTBF, MTTR and OEE fine adequate to activity a uncomplicated example. Be capable to nexus Total Productive Maintenance practices to measurable uptime in a pharma, FMCG or automotive plant.

Multi-site and global customers

Prepare to conversation how a haze phase serves a manufacturer operating multiple flora throughout regions. That covers standardised asset hierarchies, role-based access, data safety and implementation timelines that do not disrupt production.

Technician-first, mobile workflows

Adoption on the shop flat decides whether care application succeeds. Be prepared alongside ideas on mobile activity orders, QR-tagged assets, offline admission and uncomplicated interfaces for technicians who are not array users.

11. Conclusion

MaintWiz Technologies competes as a focused, India-built care phase against ample earth endeavor asset administration suites and nimble haze CMMS products. Its direction depends on turning factory data into decisions that care heads trust, and on implementations that win complete technicians as fine as buyers.

For person joining, the activity sits near to the factory floor. Candidates who comprehend equipment downtime, reliability metrics and client onboarding volition remain out complete those who treat it as generic SaaS.

FinX: Program Manager Centre of Excellence (COE) Interview Guide

support@mycoding.id (Board Infinity) — Mon, 02 Nov 2026 07:20:56 +0700

At FinX, the Centre of Excellence (COE) network turns partner colleges into year-round hubs for Banking, Financial Services and Insurance (BFSI) and emerging innovation learning. The Program Manager who leads it decides which colleges to sign, how all centre stays active, and whether pupil involvement becomes certifications, careers and revenue.

This guide is for Master of Business Administration (MBA) students and early-career professionals in sales, partnerships or EdTech who are preparing for this interview. It covers the week-to-week work, the skills and cognition FinX asks for, a apt discussion sequence, 28 custom questions alongside answer guides, a four-week preparedness scheme and anywhere the function can lead.

1. About the Program Manager, Centre of Excellence (COE) Role

This function sits between colleges and FinX's business engine. You choose which institutions throughout Tier 1, 2 and 3 markets to partner with. You get all centre operating following the Memorandum of Understanding (MoU) is signed. You afterward answer for what follows: students engaged, certifications completed, internships and placements secured, and income earned.

Day to day, you activity alongside principals, placement officers and department on campus. Inside FinX, you activity alongside the Business Development, Counselling, Marketing and Operations teams. COE current method a evidence learning hub. It is not the company definition of an inner expert group, specified as the pricing centre of excellence function at Thomson Reuters.

2. Required Skills and Qualifications

Educational Qualifications

Experience Requirements

Skills Overview

3. Day-to-Day Responsibilities

A representative week mixes array activity and evidence time. You power expend Monday on the scorecard, mid-week on calls alongside principals and inner teams, and the remainder on evidence visits. Most days affect checking whether planned action at all centre really happened, and acting quickly anywhere it did not.

Setting National COE Strategy

You decide anywhere the COE network grows next and what it must deliver. This method environment annual targets for new centres, energetic centres, certifications and revenue, afterward splitting them by zone. If income goals alter mid-year, you rework the plan. For example, you power change concentration from signing new colleges to deepening involvement at existing ones that already change well.

Building the College Pipeline

You keep a classified catalog of mark institutions throughout Tier 1, 2 and 3 cities. A representative week includes researching new prospects, calling placement heads and booking meetings alongside principals. The aim is a dependable pipeline. If two colleges autumn out of talks in March, five others should already be in conversation for the next scholarly year.

Shaping the FinX EDGE Proposition

You refine how the COE recommendation and the FinX EDGE brand are presented to university leadership, placement teams and faculty. You power rewrite a throw phase following noticing that principals react additional to placement outcomes than to way lists. You power additionally encounter a division caput to discover out why their department have been dilatory to advance sessions.

Running the COE Life Cycle

Once a university agrees, you obtain the centre from MoU signing through setup. Digital setup method things akin pupil registration links and communication groups. Physical setup method things akin branding and a dedicated room. You scheme the initiate and remain near until the centre runs on its own. A centre that signs in June but holds its archetypal meeting in November is a nonaccomplishment on your watch.

Keeping Every COE Active

Each signed centre needs an annual calendar of certifications, masterclasses, industry sessions, assessments, contests and occupation initiatives. You build these calendars alongside all university about its exams and holidays. Then you track whether the planned activities really happen. When a centre misses two sessions in a row, you discover out why and reschedule before the gap grows.

Driving Student Participation

You shove pupil sign-ups for certifications, internships, placements and career-readiness programmes. In practice, you power ask department coordinators to province a certification lot in category or set up a registration array at a masterclass. You power additionally activity alongside the pupil squad to communication final-year students concerning an internship drive. You track involvement by university and by twelvemonth of study.

Creating Scalable Campus Initiatives

You scheme formats that run throughout many colleges alongside small change. These contain industry masterclasses, case studies, synthetic intellect (AI) and innovation sessions, guidance programmes and student-led FinX teams. For example, a case study on how a digital lender assesses credit hazard could arrive alongside a coordinator guide. Any centre can afterward run it without depending on one trainer.

Owning the Business Plan

You clasp the COE endeavor plan, alongside accepted targets for income and for pupil outcomes specified as certifications, internships and placements. Each duration you difference genuine results alongside the scheme and decide anywhere attempt and prosperity should go. If the network is onward on involvement but rearward on revenue, you explain the gap and display what volition near it.

Building the Conversion Funnel

You map all stage a pupil takes: attending a session, becoming a lead, applying, completing a certification, landing an internship or placement, and generating revenue. You set a conversion mark for all stage and appearance for anywhere students autumn off. Many curious students who never use need a distinct fix than a centre anywhere few students act in the archetypal place.

Coordinating Internal Teams

You activity alongside Business Development, Counselling, Marketing and Operations so that COE action turns into enrolments. You power concur alongside counsellors on how accelerated COE leads get a call. You power concise Marketing on evidence posters for a contest, or ask Operations to verify trainer preparedness for ten colleges in the identical week.

Writing the Operating Playbook

You create the norm way all COE runs throughout India: playbooks, action calendar templates and governance rules. A new zonal coordinator have to be capable to open the playbook and cognize how to run a initiate event, what to study all week and whenever to escalate. You keep updating it as you study what plant in distinct types of colleges.

Owning the Dashboard and Scorecard

You own the COE dashboard and scorecard. They shield activation, pupil engagement, certifications, industry programmes, leads, placements and revenue. You decide what all metric means, anywhere its data comes from and who updates it. Before all review, you inspect that the numbers from the CRM, university reports and counselling records concur alongside all other.

Running Performance Reviews

You run weekly, monthly and quarterly reviews. Weekly reviews capture missed activities. Monthly reviews difference colleges and zones against the scorecard. Quarterly reviews decide bigger moves. When a university or area underperforms, you concur a corrective scheme alongside a named owner and a deadline, afterward inspect on it in the next review.

Building a Data-Driven Culture

You set the spirit for how the network works: decisions backed by data, group accountable for their numbers, and dependable improvement. This shows up in small habits. You commencement all assessment alongside the scorecard, recognise the coordinator whose centre improved most, and portion what worked in one area so another zones can copy it.

4. Key Competencies for Success

Most shortlisted candidates can run a fine evidence event and keep a partner happy. The ones who get hired can display how a network of colleges produces predictable outcomes. They can additionally explain how they would keep it operating whenever they are not in the room.

5. Interview Process at FinX

In Indian skilling and EdTech companies, hiring for mid-level program and alliance roles normally runs throughout four to five conversations. Prepare for the sequence below, and verify the exact rounds alongside the recruiter on your archetypal call.

Recruiter or HR Screening

This is a abbreviated phone or video call alongside HR. Expect questions on your current role, notice period, pay expectations, comfort alongside evidence journey and why you are curious in BFSI skilling. Have a keen two-minute summary of your partner administration and mark ownership cognition ready.

Functional Round alongside the Hiring Manager

This circular is normally led by the endeavor caput the function reports to. It tests your grasp of partnerships, program activation and funnels. Expect detailed questions on networks you have managed, the numbers you owned and how you handled partners who went inactive.

Case or Presentation Task

Program and alliance roles frequently contain a take-home or live case. Common examples are a 90-day plan, an activation scheme for a example college, or a dashboard built from raw data in Excel or Google Sheets. You current it to the panel and defend your assumptions.

Senior Leadership or Founder Round

In fast-growing firms, a originator or elder chief frequently meets shortlisted candidates. The concentration moves to judgement, ownership and fit. Expect to conversation how you would measure the network, how you would activity alongside Counselling and Business Development, and how you run alongside small structure.

HR Discussion and Offer

The final conversation covers compensation, joining date, journey guideline and reporting structure. Use it to ask how targets are set and reviewed, and which zones or colleges you would own first.

Candidates for alliance and program roles in skilling companies are frequently turned downward for describing action alternatively of outcomes. Saying you ran 40 evidence events or signed 15 colleges, without saying how many students enrolled, completed a program or got placed, signals event coordination. It does not display the income ownership this function carries. Attach a conversion figure or a endeavor outcome to all example you give.

6. Interview Questions

For behavioral questions, use STAR (Situation, Task, Action, Result). For role-specific questions, stroll through the chimney or the centre existence sequence phase by stage. For cases, province your assumptions archetypal and afterward compute aloud. Panels for revenue-owning program roles lean to shove for numbers, so rear all assertion alongside a metric.

Behavioral and Company-Fit Questions

Role-Specific Questions: COE Strategy, Activation and Funnel

Case and Business Scenario Questions

7. Topics and Areas of Focus

This function tests the two business and scholarly understanding. For the BFSI certification landscape, browse the certification catalog on the authoritative National Institute of Securities Markets (NISM) website. To comprehend how colleges are ranked, study the National Institutional Ranking Framework (NIRF).

The National Education Policy 2020 sets out the shove to bring vocational learning and internships into higher education. That environment helps whenever you throw to principals.

8. Preparation Plan

Freshers: concentration on organized answer frameworks specified as STAR and mutually exclusive, collectively exhaustive (MECE) thinking. Back them alongside examples from internships, evidence committees or fest sponsorship drives. Experienced candidates: prepared 3-5 effect stories from former roles, alongside numbers on partners managed, conversion rates and revenue. Panels for this function investigation for measurable outcomes and ownership, not lists of responsibilities.

Week 1

Company and Ecosystem

Learn FinX, the COE example and how colleges are structured.

Week 2

Funnels and Tools

Practise conversion maths and build a imitate scorecard.

Week 3

Stories and Questions

Write STAR stories and answer the inquiry financial institution aloud.

Week 4

Mocks and Case Pitch

Run imitate interviews and rehearse your 90-day plan.

Pre-Interview Checklist

9. Career Growth & Next Roles

In expanding Indian skilling and EdTech companies, program roles normally advancement by widening scope. You move from operating a network yourself, to foremost the managers who run it, to owning a broader business. Promotion tends to prosecute two proofs: centres that remain energetic throughout scholarly years, and income that can be traced rear to them. The timelines below are representative industry ranges.

Program Manager, COE (Current Role)

You own the COE network end to end: strategy, partnerships, activation, the pupil chimney and the scorecard. To move up, you need centres that remain energetic throughout scholarly years and conversion rates that enhance fourth on quarter. You additionally need a playbook that zonal coordinators can run without you. Revenue that plainly traces rear to the network is the strongest evidence you are ready.

Head, COE Network or Senior Program Manager (2-3 Years)

You guide a larger network, normally through a squad of zonal or local managers. The job shifts from operating colleges yourself to hiring, coaching and reviewing the group who do. You decide how prosperity is divided throughout zones and grip larger deals, specified as university-wide partnerships. Promotion depends on expanding the network without achievement slipping and on evolving managers who could stage into your role.

Business Head, Academic Alliances (4-6 Years)

You own a wider gain and defeat (P&L) that covers COEs and another organizational channels. Your decisions contain pricing, which programmes to recommendation through colleges and which new states to enter. You activity closely alongside top guidance on endeavor strategy. To advancement further, you must display profitable, repeatable growth throughout multiple channels, not lone inside the COE model.

Leadership or Specialist Path (Beyond 6 Years)

The people-management way leads to roles specified as Vice President or Director of an learning or skilling business, owning multiple teams and channels. The expert way leads to profound ability in organizational alliance strategy, learning program scheme or scholarly alliances. People on this way frequently move into larger EdTech, skilling or company learning organisations. Choose according to whether you favor construction teams or designing systems and programmes.

10. Conclusion

The candidates who remain out treat a COE as a endeavor unit, not a calendar of events. Walk in prepared to show, alongside numbers, how a signed university turns into busy students, afterward leads, certifications, internships and revenue. Be prepared to explain how you would discover and fix the phase anywhere that sequence breaks.

Two additional actions create a apparent difference. First, build a uncomplicated COE scorecard in Google Sheets for a fistful of example colleges, so you conversation metrics from item you have really built. Second, rehearse a two-minute throw of the COE recommendation as you would provision it to a principal, since the panel may ask you to do exactly that.

Open a blank Google Sheet today and catalog five genuine colleges from your city alongside their streams, pupil power and apt decision-maker. Add a pillar for which tier all falls in and why. Then practise explaining, in three minutes, which two you would method archetypal for a COE and what you would recommendation them. That one exercise prepares you for the segmentation, throw and chimney questions together.

Top Tips for Interview Success

FinX: Program Manager Franchise Business Interview Guide

support@mycoding.id (Board Infinity) — Mon, 02 Nov 2026 07:20:53 +0700

At FinX, the Program Manager for the Franchise Business decides how quickly a newly signed partner evidence starts enrolling students, and whether it keeps doing so. The function sits between FinX agency and its partner campuses. It turns a signed accord into a operating centre alongside trained counsellors, a operating guide pipeline and spotless audits.

This guide is for Master of Business Administration (MBA) students and early-career sales, conduit and learning innovation (EdTech) professionals targeting this role. It covers the qualifications and skills FinX asks for, what all duty looks akin in practice, the apt discussion stages, 28 role-specific questions alongside example answers, a four-week preparedness scheme and the occupation way that follows.

1. About the Program Manager (Franchise Business) Role

This function is part document manager, part endeavor trainer and part trainer. You own a set of partner campuses. You are judged on three things: whether they go live on time, whether they hit their enrollment numbers, and whether they remain inside FinX standards.

Each week you decide anywhere to push. The issue power be a dilatory guide pipeline, feeble counsellors or a compliance gap. You portray FinX agency (HQ) to your assigned campuses. You activity alongside evidence owners, centre managers and counsellors, and you current achievement reviews to leadership. FinX is the brand of AV Financial Experts Network Pvt Ltd, and its programmes are listed on the official FinX website.

2. Required Skills and Qualifications

Educational Qualifications

Experience Requirements

Skills Overview

3. Day-to-Day Responsibilities

A representative week frequently mixes site activity and array work. It power contain a evidence sojourn or two, a counsellor training session, multiple owner calls and a dashboard assessment for leadership. The 17 responsibilities below autumn into the four areas this function covers.

Partner Onboarding

Run new evidence onboarding

Once a partner signs, you own the checklist that takes the evidence live. This includes collecting agreements and registration documents, and confirming that classrooms, computers and signage are ready. You additionally get CRM logins and fee systems set up, afterward inspect all item against FinX functioning standards. In practice, this method a shared tracker, weekly calls alongside the owner, and chasing pending items until none are remaining open.

Orient partner guidance and staff

Before the archetypal lot starts, you run inclination sessions for the owner, centre manager, department and counsellors. You stroll them through how FinX runs admissions and what the syllabus covers. You additionally display how the brand must appear on banners and social media, and which norm benchmarks they volition be audited on. Strong sessions use genuine examples, specified as an approved local brochure placed next to a rejected one.

Hit 30/60/90-day go-live milestones

Every new evidence plant to a defined timeline. A representative divided looks akin this:

Day 30: infrastructure and systems are ready.
Day 60: counsellors are trained and the archetypal leads are flowing.
Day 90: the evidence is completely operational and audit-ready.

Your job is to place slippage early, specified as a delayed net association or an unfilled counsellor post, and fix it before the milestone is missed.

Campus Business Development Support

Co-create a 30-60-90 endeavor plan

Separate from onboarding, you sit alongside all evidence owner to concur a endeavor scheme for the archetypal 90 days. The scheme sets guide targets, events to run, university visits to publish and expected enrollments. You afterward inspect advancement against it all brace of weeks and adjust. If a planned seminar at a local commerce university is cancelled, for example, you assistance substitute it alongside another guide source.

Build local lead-generation plans

Students for a evidence in, say, Nashik mostly arrive from that city, so acquisition plans must be local. You activity alongside the owner and centre director to choice channels. Options contain seminars in nearby colleges, WhatsApp campaigns, newspaper inserts, social media ads targeted inside a few kilometres, and walk-in events following exam results. Then you create certain these activities really happen and do not remain on paper.

Set targets and drag growth levers

You assistance all evidence set realistic enrollment targets and track its chimney phase by stage: enquiries, counselling sessions, evidence visits and admissions. When a phase leaks, you choose the correct lever. That power be a tie-up alongside a younger college, a referral reward for current students, a local promotion push, or community outreach through accommodation societies and younker groups.

Spread playbooks throughout campuses

When one evidence finds item that works, you document it as a uncomplicated playbook and rotate it out to the others. An example is same-day counselling for students who act a seminar. You additionally emblem what consistently fails. No sole owner has this cross-campus view, which is among the chief reasons partners value a powerful program manager.

Monitor evidence achievement alongside data

You assessment all evidence on leads, conversions and revenue, comparing it alongside another campuses and alongside its own plan. Then you dispatch particular recommendations. For example: guide quantity is healthy, but the visit-to-admission charge has dropped. The fix is to trainer counsellors on decision conversations fairly than expend additional on ads.

Counsellor Training and Capability Building

Design counsellor training programmes

You build and keep improving the training that turns new hires into productive counsellors. The modules shield four areas:

Consultative selling: asking concerning a student's goals before pitching a course.
Objection handling: responding to concerns concerning fees or duration.
Product knowledge: how all FinX way works.
CRM discipline: logging all call and environment reminders.

Feedback from all lot shapes the next version.

Run refreshers, role-plays and certifications

Training is not a one-off event. You agenda refreshers whenever a new way launches or conversions dip. You additionally run role-plays anywhere one counsellor plays a hesitant genitor and another handles the conversation. Certification assessments afterward verify that all counsellor is prepared to oversee live leads alongside confidence.

Build toolkits, scripts and SOPs

To keep counselling norm accordant throughout campuses, you create reusable material. This includes call scripts, Frequently Asked Questions (FAQs) alongside approved answers, objection-handling cards, and Standard Operating Procedures (SOPs) for guide allocation and follow-up timelines. A new counsellor at any partner evidence have to be capable to choice these up and activity to the FinX norm from week one.

Coach underperforming counsellors

You track all counsellor's conversion proportion and follow-up site from CRM data. When person lags, you discover the cause. They may not be calling leads inside a day, may be losing students at the fee discussion, or may be skipping follow-ups following a evidence visit. You afterward trainer on that exact gap, frequently by listening to recorded calls or sitting in on live sessions.

Program and Relationship Management

Be the sole item of contact

For your assigned campuses, you are the one individual who connects them to HQ. A partner alongside a delayed study matter shipment, a fee-refund query or a CRM admission issue comes to you. You path the matter to the correct HQ squad and prosecute it through to closure. Owners frequently fairness FinX by how quickly and reliably you respond.

Conduct evidence visits and audits

You sojourn campuses on a regular sequence to inspect three kinds of health:

Operational: infrastructure, staffing and records.
Academic: classes operating on agenda and department quality.
Business: pipeline, admissions and revenue.

You document findings in an audit format, portion them alongside the owner, and concur who fixes what and by when.

Report achievement to leadership

You prepared regular reports, dashboards and assessment decks for FinX leadership. They display how all evidence is tracking against targets and onboarding milestones. Good reports go beyond listing numbers. They explain why a evidence moved, which risks are emerging, and what you are already doing concerning them, so leaders can quickly decide anywhere to stage in.

Protect brand, norm and compliance

Partner campuses must prosecute FinX brand guidelines, norm benchmarks and compliance standards. In practice, you capture issues specified as an unapproved logo on a local poster, a counsellor promising outcomes the way does not offer, or missing pupil records. You lift all gap alongside the owner and verify on your next sojourn that it has been corrected.

Flag risks and run corrective plans

You observe for first alert signs: an owner who stops joining assessment calls, enrollments falling two months in a row, or repeated audit gaps. You do not delay for a crisis. You lift the risk, concur a corrective act scheme alongside apparent owners and dates, and track it until the evidence is rear on course.

4. Key Competencies for Success

Meeting the requirements gets you shortlisted. What makes a program director precious to a expanding partner network is how they act whenever owners shove back, numbers dip and multiple problems district in the identical week.

5. Interview Process at FinX

Hiring for a field-facing franchise function in an learning endeavor normally tests three things in order:

Whether your cognition fits the role.
Whether you can think through the numbers of a campus.
Whether you can train and sell.

The stages below display how specified a procedure typically runs. The figure and command of rounds can change from one hiring sequence to the next.

Application and HR Screening

An HR or endowment squad associate checks your MBA specialisation, your 3-5 years of applicable experience, your comfort alongside journey and your expectations. This is normally a abbreviated phone or video call. Keep a 60-second summary of your partner, conduit or revenue training cognition ready.

Functional Interview alongside the Hiring Manager

This circular is normally led by the caput of the franchise or endeavor team. Expect detailed questions on partner onboarding, managing owners, chimney metrics, and how you have trained or led revenue teams. It typically runs 45-60 minutes, in individual or complete video.

Case Exercise or Business Plan

You may get a evidence circumstance alongside guide and enrollment numbers. The project is either to diagnose the problems or to outline a 30-60-90 day plan, sometimes as a abbreviated take-home presentation. Assessors appearance at your structure, your accuracy alongside numbers and how applicable your actions are.

Training Demo or Role-Play

Counsellor training is chief to this role. You may be asked to provision a 10-15 infinitesimal training session, or to perform a counsellor handling a hesitant pupil or parent. The panel assesses clarity, how fine you affect the spectators and your consultative marketing skills.

Leadership Round and Offer

A final conversation alongside elder guidance tests ownership, traditional fit and your long-term intent in the franchise business. Offer and joining discussions alongside HR follow.

Candidates frequently autumn abbreviated in franchise program director interviews since they depict association administration in broad conditions but cannot stroll through a evidence chimney alongside numbers. If you cannot say how many leads became counselling sessions, visits and enrollments in a former role, and what you changed to move those ratios, your cognition volition audio akin coordination fairly than ownership.

6. Interview Questions

Use the Situation, Task, Action, Result (STAR) format for behavioural questions, and continually put a figure on the Result. For role-specific and case questions, province your construction first, afterward activity through the numbers out loud. Interviewers for this function value practical, field-tested answers far additional than textbook theory.

Behavioral and Company-Fit Questions

Role-Specific Questions: Onboarding, Funnel and Counsellor Training

Case and Scenario Questions

7. Topics and Areas of Focus

These are the areas most apt to be tested, mapped to the activity this function does all week. Treat the Recommended Preparation pillar as a catalog of things to build and practise, not fair read.

8. Preparation Plan

Early-career MBA candidates: concentration on organized answer frameworks specified as STAR and on spotless chimney arithmetic. Back them alongside evidence from internships, evidence ambassador activity or sponsorship drives. Experienced candidates: prepared 4-5 effect stories alongside numbers from partner, conduit or revenue training roles. Interviewers for this function investigation for measurable outcomes and ownership, not lists of duties.

Week 1

Know FinX and the Role

Study the FinX example and map your cognition to all responsibility.

Week 2

Funnel and Franchise Skills

Drill chimney maths, dashboards and onboarding plans.

Week 3

Stories and Selling

Write STAR stories and practise counselling role-plays.

Week 4

Mocks and Polish

Full imitate interviews, a training demo and final revision.

Pre-Interview Checklist

9. Career Growth & Next Roles

In learning franchise businesses, progression normally follows the size of the network you can be trusted with. A program director who brings campuses live on period and lifts enrollments typically moves from a collection of campuses to a area inside two to three years, afterward towards network-wide responsibility.

Program Manager, Franchise Business

You own a set of partner campuses: onboarding, endeavor plans, counsellor training and audits. To move up, demonstrate three things. Campuses you onboard go live on schedule, your coaching measurably lifts counsellor conversion, and guidance can depend on your dashboards without rework. Campus owners who ask for you by name are a powerful indication that you are prepared for more.

Senior Program Manager or Regional Franchise Manager (about 2-3 years)

You oversee a larger collection or a complete area and frequently guide newer program managers. Your accountability shifts from idiosyncratic campuses to local enrollment and revenue. To progress, display that you can build repeatable playbooks and create another program managers. You additionally need to rotate about struggling campuses without being on location all week.

Head of Franchise Operations or Zonal Business Head (about 4-6 years)

You own achievement throughout the network: partner standards, onboarding timelines, training systems and local teams. You activity alongside elder guidance on which cities to develop into and which partners to sign. Moving beyond this phase needs evidence that you can form strategy, oversee budgets, and grip partner disputes or exits at scale.

The Fork: Business Leadership or Specialist Track

On the administration path, you rotate into Business Head for the franchise conduit or Vice President of Partnerships, owning the channel's gain and defeat (P&L). On the expert path, you guide revenue training and capability throughout the network, or franchise betterment focused on signing new partners. Choose according to whether you favor foremost group and numbers, or designing systems and deals.

10. Conclusion

The most crucial item is to stroll in thinking akin person who already runs campuses. Interviewers for this function desire numbers: how many leads, what conversion, what fix and what result. Every narrative you inform should end alongside a measurable alter in onboarding speed, enrollments or counsellor performance.

Two additional actions volition set you apart. First, practise explaining a chimney assessment in under two minutes using one worked example, since concise thinking signals that you can run reviews alongside occupied owners. Second, prepared informed questions on how FinX supports its partners following the archetypal 90 days. These display you are already thinking concerning the long-term partnership.

Today, choice any training or coaching centre near you and evaluation its monthly enquiries and enrollments. Then compose a one-page assessment of anywhere its chimney leaks and how you would fix it in 30 days. This sole exercise rehearses the funnel, preparedness and communication skills the FinX Program Manager discussion tests.

Top Tips for Interview Success

Ke Mana Perginya File yang Sudah Dihapus?

support@mycoding.id (Mc Project) — Mon, 02 Nov 2026 07:00:39 +0700

Ke Mana Perginya File yang Sudah Dihapus?

Channel ini menyajikan materi seputar Data Science & Artificial Intelligence, Networking & Cyber Security, serta Database & 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

Fake nuclear attack alerts hit millions of Ukrainians and Russians on the same day

support@mycoding.id (Matthew Loh) — Mon, 02 Nov 2026 06:25:52 +0700

Ukrainians, specified as those sheltering current in August, depend on air attack vigilant apps to notify of incoming drone and missile attacks. Kostiantyn Liberov/Libkos/Getty Images

Official alert apps in Ukraine and Russia sent out false nuclear-threat warnings to millions of users on Sunday, as the two sides stated their systems were compromised.

Ukraine's air attack vigilant app is used by 6.7 myriad people, according to its digital transformation ministry and the app's developer, Ajax Systems.

Ukraine was hit archetypal by the counterfeit alerts, alongside its air attack alert app sending out messages in Ukrainian fair before midnight of a "radiation danger in Kyiv."

A follow-up message, written in Russian, said: "There volition be a nuclear vigilant throughout Ukraine. Don't worry, it's Oreshnik flying."

The Oreshnik is considered one of Russia's most mighty intermediate-range ballistic missiles. It can journey at approximately 10 times the speed of audio and can disperse multiple warheads in clusters. Russia says it is additionally capable of carrying nuclear warheads.

Other false messages warned of chemic threats and "street fights" in Kyiv, according to screenshots seen by Business Insider.

The Ukrainian air force's Telegram channel, which Ukrainians routinely depend on for air attack and drone danger alerts, ~~said~~ afterward stated there was "no radiation threat" and that its app had apt been compromised.

SPRAVDI, Ukraine's center for strategic communications, blamed Russia for the counterfeit messages.

"If you see different messages in the app, disregard," it stated in a article on X.

Unfortunately, Russians have hacked the "Air Alert" app. This is evidenced by the appearance of multiple different alerts. Additionally, there is a communication in Russian concerning "Oreshnik." If you see different messages in the app, disregard. https://t.co/fU7KHmKxs1
— SPRAVDI — Stratcom Centre (@StratcomCentre) November 1, 2026

Hours later, Russia's emergency ministry stated its mobile app had additionally been "subjected to a enormous cyberattack" that sent out false data to the public.

Regional air attack vigilant Telegram channels run by the ministry issued nonsensical warnings in Russian filled alongside vulgarities, according to screenshots seen by Business Insider.

One communication stated "P1-Sun carriers," referring to a small Ukrainian interceptor quadcopter, were sending nuclear warheads to Russia. Another communication urged Russians to stockpile three weeks' value of food at home.

Russia has not officially accused anyone of the cyberattack yet.

Both Ukraine and Russia have waged cyberattack campaigns against all another as the war rages, disrupting community vigilant services or causing them to dispatch false warnings. Kyiv has additionally accused Russia of launching cyberattacks on crucial noncombatant and energy infrastructure.

A akin event in Russia occurred in February 2023, whenever multiple broadcast stations began abruptly broadcasting counterfeit air attack and missile alerts at a period whenever Ukrainian attacks on Moscow were extremely rare.

A week following the archetypal attack, hackers damaged multiple Russian personal broadcast and TV stations to dispatch out audio alerts and display ocular tickers alert of false attacks.

Show HN: Wikihack – HackerTube, but for Wikipedia articles mentioned on HN

support@mycoding.id (Riki Setiawan) — Mon, 02 Nov 2026 06:06:30 +0700

Show HN: Wikihack – HackerTube, but for Wikipedia articles mentioned on HN. Comments

Mark Cuban says he split rent with 5 roommates at 24. He shared the math and the floor plan.

support@mycoding.id (Aditi Bharade) — Mon, 02 Nov 2026 06:01:58 +0700

Mark Cuban lived alongside 5 roommates first in his career. Bloomberg/Getty Images

Mark Cuban power own multiple multimillion-dollar properties today, but he started his occupation in a cheap shared apartment.

The billionaire erstwhile "Shark Tank" capitalist has been open concerning the broke pupil mindset that ruled his 20s and helped him initiate his archetypal business, MicroSolutions. In an X article on Sunday, he went into the nitty-gritty of fair how frugal he had been.

Cuban stated that at age 24, he lived in an flat in Dallas that, today, expenses $2,388. He stated he shared it alongside five roommates, and his portion of the rent came to what would have been $400 in 2026.

He shared the flat scheme of his old flat in a complex called "The Village." The flat scheme showed a three-bedroom layout alongside two bathrooms, a dining room, living room, and a kitchen. It measured 1,350 quadrate feet in total.

For those who care. This is the identical component layout, identical complex in the Village Apartments, the Hills. Updated.
Price $2388. Same in 2026 dollars as whenever I lived there. Split 6 ways. $400.
Maybe there are additional charges. Maybe they won’t let 6 guys in there ( we weren’t… pic.twitter.com/RcOEzxqMva
— Mark Cuban (@mcuban) November 1, 2026

"Tbh, I didn't intellect living alongside 5 roommates. We all were in the identical boat," he wrote. "I moved in whenever I was 24. Lived there or throughout the way for 2 years before I lone needed one roommate."

He told Forbes in a 2013 part that since he had been the final to move into the apartment, he didn't have a bed, a closet, or a dresser, and slept on the flat alongside his apparel stacked in a corner.

Cuban's article concerning his erstwhile flat was one of many concerning him weighing in on the cost-of-living emergency in the US. He responded to a comment asking him how person operating at a McDonald's can oversee rent and another living expenses.

In an before post, he wrote concerning operating as a barback earning $2.15 an hour, living off canned food and happy-hour peanuts, and getting fired from a retailing job he used to activity at.

"If it's not the manner for you. So be it. If you don't think fair getting any job to get started is the correct occupation choice for you. Do what you think is right," Cuban, 68, wrote.

Cuban frequently posts direction for early-career professionals on X concerning topics specified as which companies to activity at as AI-native new graduates, how to live frugally, and the questions to ask whenever deciding whether to remain at or depart a company.

Retired Olympic swimmer Ariarne Titmus says she's leaving behind the all-or-nothing mindset that made her successful

support@mycoding.id (Amanda Goh) — Mon, 02 Nov 2026 06:01:37 +0700

Australian swimmer Ariarne Titmus is a four-time Olympic aureate medallist. Quinn Rooney/Getty Images

Ariarne Titmus, 26, says she had to unlearn the mindset that made her an Olympic aureate medalist following retiring from swimming.

"I appearance at a lot of things in my existence beautiful dreary and white, which is likely not a fine way to be sometimes," the Australian swimmer told The Guardian in an discussion published Sunday. "In my swimming career, I was all or nothing. I was win or lose. I was accomplish it, or fail. And I conjecture that's not a awesome way to be in life."

Titmus is one of Australia's most adorned swimmers, alongside four Olympic aureate medals, three argent medals, and one bronze. She announced her withdrawal from rivalrous swimming following the 2024 Paris Olympics.

After undergoing operation to eliminate a growth from her ovary in 2023, which affected her fertility, Titmus stated she began to awareness she needed to create additional area for another parts of her life.

"I've certainly tried to alter my outlook on a few areas of my existence and not live alongside that excellent serious mindset that I had to have to be prosperous in the pool," she said. "Because I don't have to be akin that anymore."

Other former athletes have additionally spoken concerning the difficulty of reshaping the routines and mindsets that formerly helped them excel.

In July, former NHL participant Brooks Laich told Business Insider that it took him years to discover a new awareness of intent following retiring from hockey.

He stated reminding himself that "you can build it once, you can build it again" helped him through the passage from being a pro sportsperson to starting a new business.

In August, Lindsey Vonn stated training gave her a awareness of concentration that she struggled to discover in retirement.

"There's no period really, unless you carve out period in the gym or akin you have a particular amount of period anywhere you're meditating, anywhere you really are present," Vonn said. "We're being pulled in so many distinct directions."

Jackery made its portable power stations even smaller

support@mycoding.id (Andrew Liszewski) — Mon, 02 Nov 2026 06:00:00 +0700

Andrew Liszewski

is a elder newsman who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things digital since he was a kid.

Jackery announced a new portable power position that uses the safer and longer-lasting lithium metal phosphate (LFP) batteries the business archetypal introduced in 2023. But what makes the new Explorer 100D remain out is that it’s Jackery’s smallest power position to date, measuring lone 4.6 by 3.4 by 3.4 inches and weighing fair 1.87 pounds. Its size and 96Wh (30,000mAh) of power division capability method you can compression it into your carry-on and power multiple devices during a lengthy flight.

The Jackery Explorer 100D volition be accessible starting November 15th through Walmart for $99. The power position is already accessible from Costco if you don’t desire to wait, but lone in a two-pack for $179.99. You can certainly discover smaller and cheaper 30,000mAh portable chargers, but the LFP cells in the 100D are “engineered for up to 8 years of regular use,” according to Jackery, alongside a 3,000 accusation sequence lifespan, so it should effortlessly outlast competing products that use additional average lithium-ion power division cells.

Image: Jackery

Although the 100D is considerably smaller and lighter than Jackery’s another portable power stations, the business motionless includes an unified grip and offers an optional high arm strap for carrying it around. On the front, you’ll discover a brace of 140W USB-C ports, affirmative an additional 18W USB-A port, but the 100D maxes out at 158W of total output, so power shipment throughout the ports volition be reduced whenever all three are in use. If you need to accusation it, can’t discover an outlet, and managed to discover area to additionally group a sun-related panel, the 100D supports up to 100W of straightforward sun-related input, which volition accusation it rear up to 80 percent capability in concerning an hr and a half.

Follow topics and authors from this narrative to see additional akin this in your personalized homepage nourish and to obtain email updates.

Andrew Liszewski

I moved to Thailand for a slower life. Over a year into retirement, I missed having a purpose.

support@mycoding.id (Amanda Goh) — Mon, 02 Nov 2026 04:13:23 +0700

Michael Kane moved to Thailand to retire. He got uninterested and started a café. Provided by Michael Kane.

This as-told-to composition is according to a conversation alongside Michael Kane, 54, who moved to Koh Samui, Thailand, to retire. It has been edited for dimension and clarity.

I grew up in Orange County, Southern California, and started my occupation in restaurants before getting into software. Over the years, I worked in many distinct fields, from building and genuine asset to revenue and marketing.

I moved to Atlanta in 1990 and lived there for most of the next 30 years.

About a decade ago, a companion welcomed me to Thailand for a brace of weeks. I liked the location so much that I stayed for three months. After that, I began splitting my period between Thailand and the US.

My final endeavor before leaving the US was a doggy day attention exterior Atlanta, which I started following struggling to discover one nearby for my own dog. The epidemic hit fair before it opened, but I was thankfully capable to market it. After that, I decided I was done alongside operating businesses in the US.

For a lengthy time, I knew I did not desire to expend the remainder of my existence in the US. I had traveled internationally for much of my career, and I felt that spending the remainder of my existence appreciating another cultures, specifically Thai culture, seemed additional appealing.

So, in 2020, I moved to Koh Samui, an isle in Thailand, to retire. I bought a two-bedroom flat in Mae Nam, in the northern area of the island, for $186,100.

I initially came on a five-year Thailand Elite visa, which has since been restructured into the Thailand Privilege visa.

When the Thai authorities announced the Long-Term Resident Wealthy Pensioners visa in 2022, I decided to toggle to that instead, since it was valid for 10 years.

But I got uninterested alongside doing nothing

When I moved to Koh Samui, I was looking for a slower life.

I spent my archetypal twelvemonth and a fractional there doing what group ideate retirement on a Thai island looks like: going to the beach, getting massages, and enjoying the liberty of not having to work.

To keep busy, he started a café named following his dog. Provided by Michael Kane.

But there are lone so many days you can expend at the coast and so many massages you can get. I started to get bored.

I don't perform golf, I don't fish, I don't paint, and I don't compose poetry.

My ex-girlfriend, a personal trainer, was making banana cakes in our galley and marketing them about the island. I suggested renting a small area so we could put in ovens and rotate it into a small business.

I additionally couldn't discover fine coffee on the island, and we idea it would go fine alongside the cakes. I started researching it and got really immersed, which eventually led us to open Izzy’s Coffee. We named it following my dog.

It started as a small outdoor booth that disbursal concerning 100,000 Thai baht to build. We afterward spent another 400,000 Thai baht on equipment and furnishings.

Being on the Long-Term Resident visa allowed me to get a activity permit. My current partner, Yam, and I now run the café together. I developed all our drinks.

Kane says the café lets him encounter and engage alongside all kinds of people. Provided by Michael Kane.

About six months ago, we questioned why we were position exterior in the heat, rain, and noise. We decided to enclose the booth and turned it into a café.

I'm about all day, talking to group and making certain all client has a ideal experience.

Thailand feels akin home

Thailand is not the panacea group think it is. It can be costly and challenging to live current legally. But I have built a existence here, and I am beautiful happy.

I have lone been rear to the US formerly in the six years I have lived current — it was for a funeral.

But moving to Thailand has not meant losing contact alongside the group I attention about. Even following our divorce, my ex-wife and I have remained close. She and her new hubby have visited me in Thailand, and her father, who is akin a dad to me, has been current twice.

Kane says he is starting to think concerning what he power build next. Provided by Michael Kane.

Even although my existence current is slower, I'm not one to sit still. The café gives me a awareness of purpose, but I don't cognize if I'll always be completely satisfied alongside retirement.

I took what was basically a box on the flank of the highway and turned it into item group search out. I don't desire 20 locations or to franchise, but now that the café is on autopilot, I'm getting uninterested again.

I don't think I volition always halt looking for the next item to build. I fair don't cognize what that'll be yet.

F/OSS Comics #13: BSD Unix, Part 3 – The Beginning of BSD Unix

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 02:59:38 +0700

The commencement of BSD Unix

When Ken Thompson returned to Bell Labs in 1976, Bill Joy and Chuck Haley began exploring the Unix kernel themselves.

Hmm... we could speed things up current in the kernel.

Other universities desire copies of our Pascal compiler.

Let's bundle it alongside ex and dispatch them a tape.

In first 1977, Bill Joy put together the Berkeley Software Distribution, or BSD, bundling the Pascal scheme alongside ex, a row publishing company developed from em. Early BSD was not a standalone functioning system: it was a gathering of application to instal on an existing Unix system. About thirty copies were sent out complete the following year.[1]

At the time, an AT&T Unix origin licence was needed to get BSD. Berkeley charged lone for the strip and distribution.[2]

If you already have a Unix origin license, it's fair the strip and postage.

Berkeley already had a tradition of sharing investigation software. BSD carried it on. Berkeley's Free Speech Movement, hippie culture, and antiwar activism are additionally stated to have influenced Joy's decision to accusation so little.[2]

Universities and investigation institutions could get Unix, including its origin code, for a humble licensing fee. This additionally helped the scheme spread.[2][6]

We have Unix, but the antitrust accord bars us from the device business... We can't market it as a product, either.

The second distribution: 2BSD

After the archetypal BSD distribution, Joy improved the Pascal scheme according to person feedback. He bundled it alongside vi (ex's ocular mode), the C shell, and another tools to form the Second Berkeley Software Distribution, or 2BSD. Nearly seventy-five tapes were shipped complete the following year.[1][5]

Joy did additional than fix bugs. He handled all allocation request, copied BSD onto tapes, and mailed them out himself.

Oh, you need a copy of BSD?

Another university wants a copy.

Tune the kernel. Fix the bugs.

A VAX arrives at Berkeley, 1978

Professor Fateman's collection is getting a VAX. It's 32-bit, alongside a entire megabyte of memory.

Really? We should put Unix on it.

They've already got VAX Unix from Bell Labs. It's called 32/V.

My adviser asked me to add virtual recollection to VAX Unix. Could you appearance complete the code?

Babaoglu was a Berkeley alumnus pupil operating alongside Professor Domenico Ferrari. Joy helped him merge the virtual-memory code into 32/V and debug it.[1][4]

At the time, 32/V did not use the VAX hardware's virtual-memory capabilities. A program's location area was constricted by bodily memory, but Professor Richard Fateman's activity on the device algebra scheme Macsyma needed more. Virtual recollection uses disk retention to provision programs an location area larger than bodily memory.[1]

Macsyma, developed at MIT commencement in the delayed 1960s, worked alongside symbolic expressions. It could aspect expressions, compute derivatives, and execute integration.

Debugging continued through the holidays at the end of 1978.

Not going distant for the holidays?

Might as fine debug this during small group are using the VAX.

By January 1979, most of the bugs had been fixed.[1]

Let's try Unix alongside virtual memory.

Finally. It runs without crashing.

Joy ported ex, vi, the C shell, and another 2BSD tools to the VAX, during Peter Kessler and Marshall Kirk McKusick ported the Pascal system. These programs were bundled alongside the norm 32/V utilities and the virtual-memory kernel that Babaoglu and Joy had unified and debugged. The outcome was 3BSD, which began shipping in December 1979.[1]

At last, we can dispatch these out.

ARPANET had been connecting investigation institutions funded by the Defense Advanced Research Projects Agency, or DARPA, since 1969.[3] But the sites used distinct computers and functioning systems, making application costly to harbor or rewrite. DARPA became curious in Unix's portability, and took notice of Berkeley's prosperous allocation of 3BSD to investigation institutions.[1]

BSD runs beautiful fine on this VAX.

References

Marshall Kirk McKusick, Twenty Years of Berkeley Unix, in Open Sources: Voices from the Open Source Revolution, 1999. Korean edition, Hanbit Media, 2013.
Andrew Leonard, BSD Unix: Power to the people, from the code, Salon, 2000.
SRI International, ARPANET. Its origins and the archetypal transfer in 1969.
Ozalp Babaoglu, Biographical note. His Unix virtual-memory investigation as a Berkeley alumnus student.
The Unix Heritage Society (TUHS), Original 2BSD allocation archive. The facility document install.ms and origin code in 2bsd.tar.gz.
Warren Toomey, The Strange Birth and Long Life of Unix, IEEE Spectrum, 2011.

AI fan wikis riddled with errors are muddying the waters of games culture

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 02:47:07 +0700

"These tools have made it extremely uncomplicated for bad actors to assemblage out fine information..."

Image credit: Eurogamer / GameDB

Recently, I was penning a part concerning Nighthawks and wanted to prompt myself of several essential data concerning the companion characters. As I have a thousand times before, I put the inquiry into Google and clicked the archetypal result: the Nighthawks Wiki.

Of course, wikis aren't necessarily reliable, particularly fan-run projects that power not have adequate busy individuals to immediately place and fix errors. But the "Nighthawks Wiki" that I landed on immediately and evidently had deeper issues. Firstly, it wasn't a wiki at all. Rather than being editable by anybody, this website lone welcomed "corrections" by email. Secondly, it was complete of false data that didn't appear apt to have been added by fans getting their facts slightly wrong, akin listing companions and skills that don't exist. It additionally regularly included unrelated data concerning the 1981 movie and the Edward Hopper painting, the two of the identical name, and listed them in its "sources" equal whenever they had no relevance to the leaf in question.

I don't akin to accusation anybody of using generative AI, since its hallmarks are difficult to pin downward and are frequently misattributed to the LLM fairly than the individual writers it rips off – ask any of us how much we bask the em-dash, for example. But, involvement piqued by the charge and power of apparently made up facts, I managed to trace the domain name to a website construction assistance called Spaceship, which additionally offers an "AI Website builder." (I emailed the location on the "wiki" for comment, but the communication bounced.)

The unofficial Nighthawks wiki in question. | Image credit: Eurogamer / Nighthawks.wiki

A quick hunt turned up many additional akin sites, several of which were really editable as wikis and others which lone called themselves by that name. They typically targeted indie games without gigantic playerbases – the kind of equivalent that group power search out assistance alongside and not discover a thriving community prepared to provision it.

It's a issue that Tim Bender, CEO for publishing business Hooded Horse, knows well. Unlike most publishers, Hooded Horse creates wikis for their own games, operating alongside fans to create certain they're well-populated alongside helpful information. But lately the business has had to "play whack-a-mole" alongside AI-generated sites competing for the hunt results and providing inaccurate information. One of these, for example, appeared for their equivalent Corsair Cove, but was really part of a more than 20 equivalent scattershot collection operated by a location called GameDB, which the creator admitted to using generative AI to make. "[Generative AI] enables a run of basically business enterprises to bulk create and try to flood the hunt motor results of games to soak up their traffic," says Bender. Attempts to attain GameDB for comment via their community communication email caused an error, stating "the distant server is misconfigured".

And the blend of elbowing out lawful wikis and being complete of incorrect data ends up alongside a lot of disappointed players. "The entire intent of putting out a wiki is so whenever [players] hunt for help, they end up at a location that helps them. And alternatively we continually comprehend from players who stumbled up on these things and got confused and are wondering what's going on," says Bender.

That gathering of genAI wikis includes one for the 100-player FPS Wardogs; one of at smallest five that FlamingMojo, a associate of the Independent Game Wiki Network, saw appear in the days following the game's publish in September. And he says that the frustration the genAI-created sites causes players additionally impacts those who are trying to do the lawful activity of creating and maintaining these volunteer-led resources: "It's hurt our reputation, as players have been misinformed but we haven't created or updated the applicable leaf yet so they bounce off [wikis] entirely."

The wiki is complete of irrelevant information, specified as casting info for the 1981 movie of the identical name. | Image credit: Eurogamer / Nighthawks.wiki

Fanwikis are already a contested part of games culture. Hosting sites akin Fandom dominate the space, and have themselves introduced AI features that had to be rolled rear because of their inaccuracies and unpopularity. Many groups have decided to depart these hosts, but those who go autonomous frequently struggle to display up in Google's hunt rankings underneath the competition from the umbrella sites.

Whether on a hosting location or independent, fans rarely create any prosperity from the attempt they put into their wikis. Either they sacrifice any ad income to the bigger platforms, or they pay for their own hosting, which is rarely covered by ads or donations. FlamingMojo, for example, pays for the Dune: Awakening Community Wiki out of his own pocket and doesn't run any ads on it.

But counterintuitively, the low profitability of these kinds of sites lone leads to worse outcomes whenever generative-AI versions are concerned. "There's not that much ad revenue, but there's going to be a small bit and that's all it takes," says Bender. "Because the obstacle is so low, why not fair spew out a mountain of it and flood the hunt results?"

It's additionally imaginable the generative-AI sites are sometimes aiming for outcomes beyond a small ad revenue. "Some of them, you don't cognize what data they're collecting," says Bender. In at smallest one case, a generative-AI location was pointing users to download additional application that offers a paid subscription. The application had been reviewed poorly online and beginning the website caused my malware application to boot in and notify me it had been flagged as "potentially unsafe." (None of the sites I attempted to communication for comment responded to my emails.)

Editors Note: whenever a Eurogamer publishing company attempted to sojourn the Nighthawks wiki in question, it often redirected to assorted spam URLs, although this author was not capable to replicate the issue. | Image credit: Eurogamer / Nighthawks.wiki

Independent wikis additionally now high arm a twice burden, as generative AI scrapers dispatch huge amounts of traffic their way, possibly affecting location stability. Publicly available inner data from the Dune: Awakening Community Wiki shows 7m requests in a 30 day duration from AI crawlers. (5m of these arrive from Meta alone. While FlamingMojo is capable to tame another scrapers using records that straightforward them to genuine pages fairly than brute-force trying all link, he's established that Meta merely "hammers all leaf multiple times per second" alongside no attention for "any sensible ratelimits.") These abrasion waves hit smaller wikis particularly hard, as their maintainers aren't necessarily expecting huge amounts of traffic and don't have the compute capability to grip huge spikes in visitors.

"Independent gaming wikis are in a difficult place," says FlamingMojo. As fine as competition for SEO, the two from company sites and now genAI, he says server expenses have risen between three- and ten-fold, again because of the effect of genAI. Building a collection of group who desire to unpaid their period and energy to keep a asset updated isn't easy, although the Dune: Awakening Community Wiki has established achievement through gamifying contributions, in affiliation alongside the developer giving out in-game rewards.

And, Bender points out, all of this is happening inside a much wider environment of genAI's effect on the preparedness of information. "In a additional essential way … these tools have made it extremely uncomplicated for bad actors to flood things and assemblage out fine data which group put dedicated period into. This is fair one example of a much broader battle that, honestly, any frustration I awareness for this on my end, I'm certain you [journalists] awareness at a thousand times that."

But it's imaginable that, by being one part of the wider issue, fanwiki civilization could additionally clasp a sliver of the bigger solution. "The way we last the AI contamination is alongside community," says FlamingMojo. "Many group chipping in a small bit, and emotion a awareness of shared ownership."

AI Can Write More of the Code. We Still Have to Engineer the System

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 02:35:02 +0700

When group say AI has transformed application development, I desire to cognize which part they mean. Producing an implementation? Exploring a design? Deciding whether a scheme solves the correct problem?

Those activities are connected, but automating one does not resolve the others. My disagreement is that agents can obtain on additional implementation work, and assistance alongside analysis, design, and testing, during engineers remain liable for deciding what to build and what evidence is adequate to obtain it.

That changes the work. It does not create the responsibilities disappear.

I am wary of describing this as replacing the individual who churns out code. It reduces developers to typing, understates what agents can assistance with, and turns project automation into a assertion concerning jobs. Claims concerning workforce replacement necessitate evidence beyond an notable demonstration.

The applicable inquiry interests me more: how do we use these tools during keeping our decisions apparent and our feedback useful?

Give decisions location to live

A conversation is convenient for exploring options. It is a susceptible location to keep the lone document of an architectural decision.

Model environment is bounded. A lengthy meeting may be summarized, compacted, or resumed alongside selected information. The summary can maintain the decision and endure the circumstance that made it reasonable. “Use a local cache” is distinct from “use a local cache since this display must remain usable without connectivity.”

Anthropic's account of long-running agents describes continuity problems throughout environment windows and an method using incremental activity and persistent advancement artifacts. It additionally reports that compaction can depart unclear instructions. This is a vendor engineering study concerning a particular setup, fairly than a worldwide difference of betterment workflows.

My penchant is to provision durable decisions a small, reviewable home. A PROJECT_GUIDE.md power contain:

The product's intent and current scope, including definitive exclusions.
The crucial scheme boundaries and the reasons rearward architectural choices.
Quality expectations and the commands used to inspect them.
Links to deeper decisions whenever those decisions need additional space.

The filename has no particular power. An delegate volition not necessarily burden it automatically. I would nexus it through the tool's supported project instructions or explicitly contain it in the task, afterward inspect the agent's interpretation.

For all increment, I would provision the applicable records and ask for a concise document of the intended change, constraints, and acceptance cases. A paraphrase is an first chance to capture misunderstanding; the implementation motionless has to display compliance.

Simon Willison's June 2025 conversation of environment engineering helps example the issue of choosing data for the next example step. My narrower advice is to create that choice deliberate and inspect its consequences.

Markdown solitary guarantees neither retrieval nor obedience. Sending all document on all project can addition environment and cost. Selective retrieval may decrease input, but maintaining documents, retrieving them, and correcting mistakes additionally consume resources. Any assertion of funds needs a measure of the complete task.

Specify the next behavior

Consider a hypothetical mobile hunt screen. This is an illustration, not a study from a completed project.

The narrative could be: “As a user, I desire to hunt saved items so that I can discover an item without scrolling through the complete collection.” For the archetypal increment, the range is local hunt complete existing items. Remote hunt and changes to persistence are excluded.

Before implementation, I would create these acceptance cases explicit:

A matching query displays the expected items.
A query alongside no matches displays an bare outcome state.
Clearing the query restores the complete collection.
If filtering is asynchronous, an older outcome cannot overwrite a newer query's results.

These cases disclose a specialized question: does filtering need asynchronous activity at all? The delegate can assistance measure that decision. We should determine it against the expected data size and responsiveness requirements, fairly than introducing concurrency since a template expects it.

For this example, I power choose unidirectional data flow, definitive UI states, and a separation between filtering logic and rendering. That makes province transitions easier to inspect. Another scheme may validate a distinct structure; this is an engineering choice alongside a purpose.

The project guide should maintain that purpose. Feature-level notes should explain the behavior and any new decision. They do not need to reproduce the complete architecture.

After the increment, I would inspect the diff, run the applicable checks, and exercise the screen. If the delegate rewrote persistence notwithstanding the range restriction, passing tests would not create that enlargement acceptable. If the bare province looks accurate but the hunt matches the incorrect field, a screenshot would not established correctness either.

Make generation answer to verification

Agent output is probabilistic. Acceptance should depend on evidence that we can inspect and, anywhere practical, reproduce.

A local verification command can run formatting checks, fixed analysis, compilation, and focused tests. These checks answer distinct questions. A formatter checks conventions; a compiler checks tongue and category rules; tests measure selected behavior under selected conditions. None establishes that we chose the correct merchandise behavior.

Controlled verification additionally needs controlled inputs. Tool versions, fixtures, and implementation conditions matter. Tests involving timing, devices, networks, or external services may be flaky. Calling a test suite deterministic does not create it so.

Even a absolutely repeatable inspect can verify the incorrect thing. A hunt test power province that several outcome appears without checking which outcome it is. A generated test can faithfully encode the identical misunderstanding as the generated implementation. I would assessment the assertion against the acceptance case and use deliberately chosen examples, including a nonaccomplishment case.

Running the app adds another benevolent of evidence: whether the behavior makes awareness through the genuine interface. When achievement matters, define the measure before declaring success—device, dataset, scenario, and threshold. A quick belief of responsiveness is helpful feedback, but it is not a latency result.

Hooks can create local checks convenient and capture mistakes earlier. Their safety depends on what triggers them and whether they can be bypassed. Where a squad requires enforcement, server-side checks and repository protections need their own configuration. A local hook is not equal to an enforced distant policy.

The engineer motionless decides whether the evidence supports acceptance, revision, or rejection. An delegate can assistance collect that evidence; it cannot create an incomplete test suite complete by announcing success.

Documentation has to acquire its maintenance

I rotate into skeptical whenever a small alter requires a lengthy sequence of generated documents before anyone can see operating behavior. Each document becomes item to review, reconcile, and keep current. Producing content cheaply does not create understanding it cheap.

That is a criticism of proportion and feedback cadence. Spec-driven betterment has multiple meanings. Birgitta Böckeler's 2025 inspection of Kiro, spec-kit, and Tessl distinguishes approaches that compose details first, keep them during maintenance, or treat them as the chief source. Those differences matter whenever discussing expenses and control.

François Zaninotto's critique of document-heavy workflows raises concerns concerning assessment overhead and education following through reported examples. Those cases are helpful prompts for investigation. They do not established that details mostly logic worse outcomes.

An incremental specification can assistance fast feedback. Agile does not average avoiding documentation: its principles emphasis common operating software, specialized excellence, and adaptation. A abbreviated acceptance case can assist those aims; so can a detailed scheme whenever the hazard warrants it.

Stronger details can be precious for safety constraints, regulated work, community interfaces, immigration compatibility, and coordination throughout teams. In those settings, a concise guide is an admission item to the necessary detail. It cannot substitute that detail.

My test for a document is practical: what decision, implementation, or verification does it support, and who volition keep it? I would keep the clarification of a compatibility constraint equal if it takes multiple pages. I would eliminate repeated prose that neither changes a decision nor helps person measure the work.

Matt Pocock's collection of engineering skills offers another example of packaging direction into adaptable, composable pieces. I discover that direction useful. Its stated scheme goals are not evidence that a gathering of skills outperforms another workflow.

Keep the acceptance decision explicit

A small increment can motionless merge a bad assumption. Its advantage is that it gives us an earlier, additional bounded chance to detect one.

The iteration I would protagonist is straightforward: define the next behavior, provision the environment it needs, inspect the interpretation, inspect the change, collect evidence, and decide whether to obtain it. Update durable direction whenever a decision changes. If assessment becomes unmanageable, decrease the increment or enhance the checks before asking the delegate to create more.

This method has limits. It depends on the engineer's understanding, the norm of the evidence, and the disbursal of keeping direction current. This part presents a operating position, not a controlled study or a demonstrated efficiency gain. Establishing specified a acquire would necessitate comparable tasks and accounting for review, rework, defects, and maintenance—not fair generation time.

I am comfortable delegating additional of the activity whenever I can explain what was requested, what changed, and why the evidence supports accepting it. That is the engineering norm I desire to transport into AI-assisted development.

Which decisions in your workflow remain apparent following the conversation ends—and what evidence tells you that the delegate respected them?

Authorship note: The first outline was generated alongside AI aid from Armando Picón's arguments and a origin review. Armando reviewed the part and approved publication. The Spanish translation was produced alongside AI assistance. The mobile example is hypothetical.

Bos OpenAI Sebut RAM di PC Pribadi Jadi Pemborosan – Mendingan Masuk Data Center!

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 01:35:06 +0700

Kamu punya PC dengan RAM 32 GB maupun terlebihlagi 64 GB? jika iya, maka ada pernyataan menarik sekaligus kontroversial dari CEO Open AI, karena menurut CEO OpenAI Sam Altman, menyimpan RAM sebanyak itu di komputer pribadi bukanlah metode terbaik untuk memanfaatkan sumber daya memori bumi yang jumlahnya terbatas.

Nah pernyataan tersebut disampaikan Altman dalam podcast Cheeky Pint berbareng salah satu pendiri Stripe, John Collison.

Ia menilai kapabilitas DRAM yang terpasang di komputer pribadi sering kali tidak digunakan secara maksimal, sementara keterangan center membutuhkan memori dalam jumlah besar untuk menjalankan jasa AI.

Sam Altman Anggap RAM di PC Kurang Efisien

Nah dalam percakapan tersebut, Altman membahas tren menjalankan model AI secara lokal menggunakan komputer pribadi maupun yang dikenal sebagai local inference.

Menurutnya, banyak orang mengharapkan model AI open-source bisa dijalankan langsung di PC sehingga tidak perlu terlalu bersandar pada keterangan center, namun Altman justru mempertanyakan efisiensi penggunaan RAM di alat pribadi.

Ia mengatakan bahwa dari perspektif pandang pandang alokasi sumber daya global, cukup buruk jika semua orang menyimpan banyak DRAM di komputer masing-masing, sementara memori tersebut mungkin cuma digunakan sekitar 5 persen dari waktunya.

Altman beranggapan bahwa memori akan lebih optimal jika ditempatkan di cloud maupun keterangan center, karena kapasitasnya dapat digunakan secara berbareng oleh banyak pengguna.

Data Center Lebih Penting daripada PC Pribadi?

Nah karena Altman sebenarnya berhubungan dengan efisiensi penggunaan sumber daya, keterangan center dapat mengelola kapabilitas memori secara terpusat dan mengalokasikannya sesuai kebutuhan layanan.

Sebaliknya, RAM pada komputer pribadi statis terpasang meskipun sedang tidak digunakan sepenuhnya. Namun, ada satu hal yang perlu diperhatikan, RAM di PC bukan cuma digunakan untuk menjalankan AI saja loh.

Sistem operasi, aplikasi pekerjaan, browser, game, hingga beragam kebutuhan komputasi lainnya juga membutuhkan memori. Jadi, anggapan bahwa RAM komputer pribadi cuma menjadi sumber daya yang menganggur tentu tidak bisa digeneralisasi begitu saja ya Sam.

Misalkan saja nih, aku cuma membuka sistem, dengan beberapa aplikasi yang aku pakai untuk pekerjaan, termasuk menulis artikel ini, RAM 16 GB terasa mepet banget, jika ditambah jadi 32 GB jelas akan lebih sedikit lebih lega, dan ini bukan untuk AI, tapi untuk pekerjaan.

Pernyataan Ini Muncul di Tengah Krisis RAM

Nah komentar Altman ini tentu menarik karena industri teknologi sedang menghadapi tekanan pasokan memori akibat meningkatnya kebutuhan infrastruktur AI, kita tahu bahwa perusahaan teknologi bersaing membangun keterangan center dengan kapabilitas komputasi dan memori yang sangat besar, yang mana kondisi ini ikut menaikkan persaingan mendapatkan pasokan DRAM.

Di sisi lain, konsumen juga menghadapi kenaikan harga elemen komputer, bagi pelanggan yang mau merakit PC, membeli laptop, maupun berbuat upgrade RAM, kondisi pasar tersebut tentu bukan berita menyenangkan. Dan yap, ini semua gara gara AI.

Pengguna PC Tentu Punya Pendapat Berbeda

Nah ide menempatkan lebih banyak RAM di keterangan center mungkin masuk pikiran dari perspektif pandang pandang supplier jasa cloud. Namun, bagi pelanggan PC, memiliki RAM sendiri berarti mendapatkan kontrol, privasi, dan kapabilitas menjalankan aplikasi tanpa selalu bersandar pada hubungan internet maupun jasa pihak ketiga.

Apalagi, tidak semua pekerjaan membutuhkan AI berbasis cloud, ada pelanggan yang memang membutuhkan RAM besar untuk virtual machine, editing video, development software, hingga menjalankan model AI secara lokal.

Dan pada akhirnya, pernyataan Sam Altman bukan berarti pelanggan PC tidak membutuhkan RAM besar, namun ia sedang menyampaikan pandangan bahwa alokasi memori secara terpusat dinilai lebih efisien dalam kondisi pasokan DRAM yang terbatas.

Tetapi, jika semua RAM mesti masuk keterangan center, jangan-jangan kelak untuk membuka Notepad pun kita mesti memastikan server sedang tidak sibuk ya. Hmm sepertiapa menurutmu guys?

Komen dibawah guys.

Catatan Penulis : Kincai Media sepenuhnya bersandar pada iklan untuk statis hidup dan menyajikan konten teknologi berkualitas secara cuma-cuma — jadi jika Anda menikmati artikel dan panduan di situs ini, meminta whitelist halaman ini di AdBlock Anda sebagai bentuk sokongan agar kami bisa terus berkembang dan berbagi insight untuk pelanggan Indonesia. Kamu juga bisa mendukung kami secara langsung melalui sokongan di Saweria. Terima kasih.

Written by

Gylang Satria

Tech writer yang sehari‑hari berkutat dengan Windows 11, Linux, dan Samsung S24. Punya pertanyaan maupun butuh diskusi? Tag @gylang_satria di Disqus. Untuk kolaborasi, email saja ke [email protected]

Microsoft Tegaskan Taskbar Windows 11 Tidak Bisa Dipindahkan dengan Drag and Drop

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 01:23:19 +0700

Nah kini Taskbar bisa dipindah ke atas maupun samping dan tidak terpaku saja eksis di bawah. Tapi ada satu hal yang ditanyakan banyak pengguna, kenapa posisi taskbar tidak bisa dipindah dengan metode drag and drop sama seperti di Windows varian lama.

Nah mengenai hal tersebut, Microsoft akhirnya memberikan klarifikasi mengenai hal tersebut, dimana kapabilitas memindahkan Taskbar dengan metode menariknya menggunakan mouse seperti di Windows 10 rupanya tidak akan balik ke Windows 11 dalam waktu dekat.

Diego Baca, Vice President of Design Microsoft, mengungkapkan bahwa keputusan tersebut memang disengaja, bukan karena Windows 11 tidak memiliki kapabilitas teknis untuk melakukannya.

Kenapa Taskbar Tidak Bisa Dipindahkan dengan Drag and Drop?

Nah menurut Diego Baca, Microsoft menemukan bahwa memindahkan Taskbar dengan metode drag and drop berpotensi menyebabkan fluktuasi posisi yang tidak disengaja.

Selain itu, berdasarkan hasil riset Microsoft, pelanggan umumnya tidak terlalu sering mengubah posisi Taskbar setelah menemukan tata letak yang sesuai, sehingga Microsoft akhirnya memilih pendekatan melalui pengaturan khusus agar fluktuasi posisi Taskbar terasa lebih terkontrol dan gampang ditemukan.

Microsoft juga menegaskan bahwa keputusan ini merupakan bagiankecil dari rancangan Windows 11, bukan sekadar fitur yang belum sempat dikembangkan.

Nah kecuali itu tidak cuma kapabilitas memindahkan Taskbar dengan drag and drop, Windows 11 juga belum membawa balik fitur mengubah ukuran Taskbar dengan menarik bagiankecil ujungnya.

Di Windows 10, pelanggan bisa membuka lock Taskbar kemudian menarik batasnya untuk mengubah ukuran, namun sama seperti posisi, mekanisme tersebut tidak tersedia di Windows 11.

Keputusan Microsoft ini sih menurut aku mungkin masuk pikiran dari perspektif pandang pandang rancangan mereka, namun bagi pelanggan yang sudah terbiasa dengan elastisitas Windows 10, fluktuasi tersebut statis terasa seperti kehilangan fitur sederhana.

Tapi setidaknya Microsoft sudah memberikan klarifikasi secara terbuka. Nah sepertiapa menurutmu? apakah Anda mau ada fitur sama seperti Windows 10 maupun saat ini sudah cukup? bagi aku sih ini cukup ya, karena benar kata Microsoft, jika sudah di ubah sekali, posisinya jarang diubah lagi.

Via : X

Written by

Gylang Satria

OccupySaaS

support@mycoding.id (Riki Setiawan) — Mon, 02 Nov 2026 01:17:27 +0700

Est. October 2026 · Apache-2.0

OccupySaaS is a objection movement written in code. Laid-off engineers, armed alongside AI and community documentation, are construction clean-room, open-source, drop-in replacements for the platforms that rent our own industry rear to us — one place at a time.

We are the
1,000,000

The grievances

The application built
by the 99% belongs
to the 99%.

In 2011, Occupy Wall Street asked who the economics was really operating for. In 2026 we're asking the same inquiry concerning the cloud. The tools all business runs on are now toll booths — and the group who built them were shown the door.

Per-seat pricing is a tax on growth

Every hire, all intern, all contractor — another row item. Infrastructure shouldn't accusation rent by the head.

Lock-in is not a feature

Proprietary APIs, export walls and astonishment cost hikes keep customers captive. Compatible open alternatives set them free.

They cut us. We commit.

A myriad engineers were let go during the platforms kept growing. We motionless cognize how to ship. Now we container it in the open.

The method

Clean room.
AI rebuild.
Drop-in.

We don't leak, decompile or copy anyone's code. Every project is rebuilt from community records and open standards, alongside AI doing the dense lifting on the build flank of a strict firewall — then proven compatible against the vendors' own community SDKs.

Read the community record

Public API references, open standards (OAuth 2.0, OIDC, REST) and published SDK behavior rotate into a written specification. Nothing confidential, nothing leaked, nothing from erstwhile employers.
Raise the firewall

Spec writers and builders remain separated. Each repo carries a CLEAN_ROOM.md policy, and provenance is recorded for all fixture and reference.
Rebuild alongside AI

AI agents execute from the spec solitary — contracts archetypal (openapi.yaml), afterward code, afterward tests — under individual assessment at all merge.
Prove compatibility

A compatibility lab runs the vendors' own community client SDKs against our server. If your existing code doesn't activity unchanged, it isn't done.
Release it to everyone

Apache-2.0. Self-hostable. Pluggable storage. No telemetry you didn't ask for, and no place counter.

Allowed in →

Public API docs
Open standards & RFCs
Public SDK behaviour
Black-box test results

Clean room

× Never allowed

Leaked or proprietary source
Decompiled binaries
Former-employer confidential info
Copied UI resources or trademarks

First releases

Two towers
occupied.

Identity and CRM: the two subscriptions nearly all business pays for and nearly nobody loves. Both are early, the two are public, and the two greeted contributors today.

Early · in the open Go

ZeroAuthy

A self-hostable character server that speaks the Auth0 Authentication API. Point an existing Auth0 SDK at a ZeroAuthy tenant domain and it plant alongside no code changes.

OIDC discovery, JWKS & multi-tenant domains
Hosted login, authority code + PKCE
client_credentials, rotating refresh tokens, revoke & logout
Verified alongside auth0-spa-js, auth0-react & nextjs-auth0

# build & run $ go build -o bin/zeroauthy ./cmd/zeroauthy $ ./bin/zeroauthy assist --config config.yaml $ curl https://localhost:8443/.well-known/openid-configuration

SQLitePostgreSQLMySQLgRPC pluginsApache-2.0

Early · in the open Go · Vue · TypeScript

SalesCompel

A free, open-source Salesforce replacement alongside a tenant-isolated Go/PostgreSQL core, a Vue record editor, and a compatibility lab that checks behavior against Salesforce's community API contract.

Persistent Account & Contact CRUD
Object depict and constricted queries
External-ID upsert & transporter authentication
OpenAPI 3.2 REST agreement & offline test lab

# run the compatibility laboratory $ npm ci --prefix compat/clients/node --ignore-scripts $ npm --prefix compat/clients/node run check

PostgreSQLMulti-tenantRESTi18nApache-2.0

The occupation map

Who's next?

Every category on this commission is a monthly invoice somewhere. The movement picks the next mark in community — bring a spec, a use case, or a grudge.

● Occupied

Identity & Auth

ZeroAuthy — Auth0-compatible login, tokens and tenants.

● Occupied

CRM

SalesCompel — Salesforce-compatible records and REST API.

○ Proposed

Docs & Wikis

Team cognition bases that don't fastener your penning rearward a place licence.

○ Proposed

Issue Tracking

Tickets, sprints and boards alongside a compatible API for existing integrations.

○ Proposed

Feature Flags

SDK-compatible emblem evaluation you can run next to your own services.

○ Proposed

Observability

Logs, metrics and traces without per-gigabyte ransom notes.

○ Proposed

Customer Support

Help desk, inbox and cognition base, priced at zero agents.

+ Your pick

Propose a target

Open an matter and create the case.

Proposed categories are open for discussion, not commitments. Names of existing products are used lone to depict compatibility.

Lineage

From Zuccotti Park
to git push.

Occupy Wall Street began on 17 September 2011 in Zuccotti Park, New York City, alongside a uncomplicated frame: the 1% and the 99%. It had no leaders, made decisions in open assemblies, and dispersed to hundreds of cities.

OccupySaaS borrows that soul and swaps tents for terminals. No marches, no asset damage — fair operating software, published under an open licence, that anyone can run.

“We are the 99%.”

17 Sep 2011 Occupy Wall Street begins
Protesters set up campsite in Zuccotti Park in Manhattan's Financial District.
Oct 2011 The movement spreads
Occupy camps and broad assemblies appear in cities about the world.
15 Nov 2011 Zuccotti Park is cleared
The campsite ends; the tongue of the 1% and the 99% doesn't.
2022 – 2025 The awesome tech layoffs
Wave following motion of cuts throughout the industry during subscription prices keep climbing.
14 Oct 2026 ZeroAuthy goes public
The archetypal clean-room rebuild opens its repo under Apache-2.0.
15 Oct 2026 SalesCompel joins the occupation
The second tower. More to arrive — decided in the open.

Join

Occupy everything.

You don't need permission, a sign or a manager. You need a laptop and an afternoon.

Write code

Pick an open issue, prosecute the clean-room policy, open a drag request.

Self-host it

Run a publish against your genuine SDKs and inform us exactly anywhere it breaks.

Write specs

Turn community docs into precise, testable details for the builders.

Make noise

Star the repos, portion the site, and inform your CFO what you're paying per seat.

Is this legal?

Clean-room reimplementation is a long-established way to build compatible software: you activity lone from community data and independently compose your own code. Interoperating alongside an API is not the identical as copying a product. Each project publishes its clean-room guideline and origin provenance so anyone can check the work. This leaf isn't lawful advice; if you're adopting a project for a business, conversation to your own counsel.

Are you affiliated alongside Auth0, Okta or Salesforce?

No. OccupySaaS and its projects are autonomous and not affiliated with, endorsed by, or sponsored by any vendor named on this site. Product names are used lone to depict compatibility.

Can erstwhile workforce of those companies contribute?

Yes, but never alongside confidential cognition from a erstwhile employer. Contributors activity lone from public material, and anyone alongside applicable inner cognition should remain on the public-spec flank of the firewall or sit that project out. When in doubt, peruse the project's CLEAN_ROOM.md and ask first.

Why use AI to build it?

Because the giants had thousands of engineers and we have a movement. AI agents let a small collection rotate a exact spec into operating code quickly. Humans compose the specs, assessment all change, and own the result, and compatibility tests against genuine SDKs decide what counts as done.

Why Go?

Portability. A Go project compiles to a sole self-contained binary, so self-hosting method dropping one document onto a server or into a Docker or Podman depiction — no installer, no runtime to set up, no tree of shared libraries to keep in sync. The identical toolchain cross-compiles for Linux, macOS, Windows, x86 and ARM, and the outcome fits in a minimal receptacle image. If you're leaving a SaaS vendor, the replacement should be this uncomplicated to carry.

Why not Rust?

Nothing is incorrect alongside Rust, and we're not against it. Go was picked for the archetypal projects since it makes the one-file, container-friendly drop-in the default alongside extremely small build setup. Rust can get there too; Go fair gets there additional merely for the benevolent of servers we're building.

Rust recreations of these projects are greeted — they fair haven't been made yet. The specs, API contracts and compatibility tests are language-neutral, so a Rust harbor can be checked against the same SDKs. If you desire to commencement one, open an issue and say which project.

Is it production-ready?

Not yet. Both archetypal projects are first and say so plainly in their READMEs, alongside alongside exactly which features activity today. Try them, interrupt them, and document issues.

What does it cost?

Nothing. Every project is released under the Apache License 2.0. Run it, fork it, market services about it. The lone item we ask is that you contribute rear what you can.

Windows 11 26H2 Berhasil Berjalan dengan RAM 128 MB, Developer Tiny11 Bikin Eksperimen Gila

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 01:14:03 +0700

Sudah bukan rahasia lagi bahwa Windows 11 dikenal sebagai mekanisme operasi yang cukup haus sumber daya. Microsoft sendiri menetapkan kebutuhan RAM minimum sebesar 4 GB, terlebihlagi dalam pengalaman aku sendiri, 8 GB hampir dirasa mepet dan ukurang cukup karena system memakan cukup banyak alokasi RAM.

Namun menariknya, seorang developer di balik proyek Tiny11 berhasil membuktikan bahwa Windows 11 26H2 rupanya bisa dijalankan dengan RAM cuma 128 MB saja loh.

KJadi, developer disebut NTDEV tersebut berbuat optimalisasi ekstrem melalui proyek eksperimental disebut Pico11. Hasilnya cukup mengejutkan, mengingat kapabilitas RAM yang digunakan terlebihlagi jauh di bawah persyaratan resmi Microsoft.

Windows 11 Dipangkas Hingga 128 MB RAM

Nah kita tahu bahwa NTDEV dikenal melalui proyek Tiny11 yang memungkinkan pelanggan membikin instalasi Windows 11 lebih ringan dengan menghapus aplikasi dan elemen yang dianggap tidak diperlukan.

Dalam percobaan terbarunya, NTDEV berhasil menjalankan Windows 11 26H2 cuma dengan RAM 128 MB, yang tentu pencapaian ini sekaligus menjadi demonstrasi seberapa jauh elemen Windows dapat dipangkas agar statis bisa berjalan.

Namun, perlu dicatat bahwa berhasil berbuat booting tidak berarti mekanisme tersebut betah digunakan untuk aktivitas sehari-hari.

ISO Windows 11 Hanya 699 MB

Nah kecuali optimalisasi RAM, proyek Pico11 juga berhasil memangkas ukuran ISO instalasi Windows 11 menjadi sekitar 699,8 MB saja loh guys.

Ukuran tersebut terlebihlagi cukup kecil untuk dimasukkan ke dalam CD-ROM konvensional berkapasitas 700 MB, yang mana menjadi sesuatu yang terdengar cukup mustahil untuk mekanisme operasi modern seperti Windows 11.

Selain itu, menariknya, mekanisme yang sudah dijalankan statis bisa membuka sejumlah aplikasi bawaan, seperti Calculator, Settings, Notepad, dan Paint. File Explorer juga statis berfungsi, meskipun Task Manager diganti menggunakan varian durasi yang lebih ringan.

Banyak Fitur Windows Harus Dihilangkan

Nah karena memang berukuran sangat kecil dan memakan sangat sedikit sumber daya, tentu, ada kompromi besar untuk mencapai ukuran dan penggunaan RAM sekecil itu.

NTDEV menghapus Windows Update serta kapabilitas servicing umum, dengan begitu, instalasi ini tidak memiliki kapabilitas maintenance dan pembaruan mekanisme seperti Windows 11 standar.

Secara umum, percobaan ini lebih ditujukan sebagai pembuktian teknis daripada alternatif mekanisme operasi untuk penggunaan harian.

Bukan Pertama Kalinya NTDEV Melakukan Eksperimen Ekstrem

Nah sebelumnya, NTDEV juga pernah menjalankan Windows 7 menggunakan RAM 128 MB dan prosesor Pentium dengan kecepatan cuma 5 MHz melalui emulator 86Box.

Saat itu, Windows 7 membutuhkan waktu sekitar 28 menit untuk mencapai desktop, kecuali itu mekanisme juga mesti berjalan dalam Safe Mode dengan sejumlah elemen Windows dinonaktifkan.

Dan percobaan Pico11 terbaru ini balik menginformasikan bahwa Windows sebenarnya bisa dibuat jauh lebih ringan jika sebagian besar fitur dan elemen pendukungnya dikorbankan.

Mantap kan? untuk uji coba sih ini menarik ya, karena memang terlebihlagi dengan RAM 1 GB pun, Windows 11 sudah bisa digunakan, tapi tentu, untuk pemakaian harian ini tidak direkomendasikan, mengingat ada banyak hal yang dikorbankan, termasuk maintenance lazim dan hal hal mengenai keamanan.

Tapi sepertiapa menurutmu? komen dibawah guys.

Via : X

Written by

Gylang Satria

Windows 10 Kini Bisa Upgrade Langsung ke Windows 11 26H2

support@mycoding.id (Putri Silvia) — Mon, 02 Nov 2026 01:06:17 +0700

Microsoft akhirnya memperluas distribusi Windows 11 varian 26H2, dimana kini, seluruh alat yang memenuhi persyaratan, termasuk PC yang statis menggunakan Windows 10, sudah bisa mendapatkan penawaran upgrade langsung melalui Windows Update.

Nah bagi yang lupa nih, sebelumnya Microsoft menerapkan distribusi berjenjang sejak Windows 11 26H2 dirilis secara lazim pada akhir September 2026, dimana metode tersebut dilakukan untuk mengurangi akibat jika ditemukan masalah besar selama proses update.

Upgrade Windows 11 26H2 Kini Lebih Luas

Terkait hal ini, melalui halaman keterangan Windows Release Health, Microsoft mengonfirmasi bahwa Windows 11 26H2 telah tersedia untuk seluruh alat yang memenuhi syarat sejak 28 Oktober 2026.

Artinya, pelanggan Windows 10 dengan alat yang kompatibel kini juga bisa mendapatkan penawaran upgrade ke Windows 11 26H2 melalui Windows Update.

Microsoft mengatakan pembaruan ini membawa seluruh fitur terbaru yang sebelumnya diumumkan untuk Windows 11 varian 24H2 dan 25H2, yang mana proses instalasinya menggunakan teknologi servicing sehingga pengalaman pembaruan diklaim lebih cepat.

Cara Upgrade dari Windows 10

Untuk Anda pelanggan hardware yang kompatibel, Anda bisa memeriksa apakah alat sudah mendapatkan penawaran upgrade maupun belum langsung dari Settings > Update & Security > Windows Update, kemudian pilih Check for updates dan periksa apakah Windows 11 varian 26H2 sudah tersedia.

Jika belum muncul, pelanggan bisa mencoba mengaktifkan opsi Get the latest updates as soon as they’re available, namun, pastikan alat memang memenuhi persyaratan kompatibilitas Windows 11.

Microsoft juga menyediakan beberapa metode alternatif, termasuk media instalasi resmi untuk pelanggan yang mau berbuat clean install.

Bagaimana dengan Pengguna Windows 11 24H2 dan 25H2?

Nah untuk pelanggan Windows 11 varian 24H2 dan 25H2, Microsoft sebelumnya sudah memperluas kesiapan 26H2 ke seluruh alat yang memenuhi syarat, dimana untuk kedua varian tersebut, Update dapat diaktifkan menggunakan enablement package KB5121794.

Namun, metode ini tidak berjalan untuk Windows 10 maupun varian Windows 11 yang lebih lama, tapi jika Anda mau berbuat clean install, pelanggan juga dapat memanfaatkan ISO resmi Windows 11 melalui Media Creation Tool.

Saatnya Pengguna Windows 10 Mempertimbangkan Upgrade

Nah dengan diperluasnya kesiapan Windows 11 26H2, pelanggan Windows 10 yang perangkatnya kompatibel kini memiliki jalur upgrade yang lebih mudah, meski begitu, jangan terburu-buru berbuat pembaruan sebelum memastikan aplikasi, driver, dan alat keras yang digunakan sudah kompatibel.

Khususnya untuk PC yang statis dipakai bekerja, sebaiknya siapkan backup keterangan terlebih dahulu untuk menghindari hal yang tidak diinginkan.

Nah apakah Anda statis ada yang pakai Windows 10? komen dibawah guys.

Via : Microsoft

Written by

Gylang Satria

U.S. workers took home their smallest share of capital since at least 1947

support@mycoding.id (Adi Gunawan) — Mon, 02 Nov 2026 00:20:31 +0700

As company earnings soar and U.S. GDP balloons, the American workforce isn’t emotion the identical boom. American workers are taking residence small of the country’s general income, data from the Bureau of Labor Statistics shows, and occupation in the U.S. is set to continue to slow.

Labor share, or the part of the U.S.’s financial output that workers obtain through pay and wages, decreased to 52.8% in the second fourth of 2026, its lowest flat since the BLS started record this data in 1947, according to its labor efficiency and expenses report. In the former quarter, labor portion was at 53.6%. This decade, the labor portion average was concerning 55.6%.

That’s notwithstanding company earnings skyrocketing, alongside profits for Fortune 500 companies hitting a document $2.1 trillion in 2025. The U.S. GDP grew 3.4% in the third fourth final year, exceeding economists’ predictions.

That growth has not lone arrive at the disbursal of how much of the pie of prosperity workers are taking home, but additionally how many Americans are in the workforce, economists warn.

“That decrease in the portion of labor has got to be either falling earnings or falling numbers of people,” Raymond Robertson, a labor economist at Texas A&M’s Bush School of Government, told Fortune. “The falling portion of earnings is having to do alongside the change towards capital.”

Indeed, there are expanding signs that as national earnings balloons, the U.S. workforce is deflating. Unemployment ticked up to 4.2% in September, and employers added fair 584,000 jobs in 2025 compared to 2 myriad added in 2024. The U.S. added 29,000 jobs in September, concerning one-third of economists’ projections.

The bifurcation of company victories and feeble labor data raises concerns among economists of jobless growth jeopardizing the U.S. workforce, as fine as a K-shaped economy, anywhere the affluent get richer during the mediocre get poorer, becoming additional exaggerated.

“Data correct now is extremely mixed,” Robertson said. “But I think it additionally all consistently points to this idea that things are getting worse for workers and much improved for billionaires.”

What is causing jobless growth?

Robertson attributes weakening labor portion averages to the increase in automation, which he noted is displacing workers, alongside productivity—a metric basically measuring employee output—continuing to rise. Second-quarter GDP data showed nonfarm efficiency growth grew 1.4% final quarter, although the charge has slowed from 2.2% in the identical fourth a twelvemonth ago.

“All these things, bit by bit, are replacing people, and they’re concentrating earnings and their portion of capital,” he said.

Goldman Sachs analysts Joseph Briggs and Sarah Dong estimated in a report, according to Department of Labor job numbers, that AI automation could displace 25% of all activity hours. They predicted that complete the way of the AI acceptance period, a 15% addition in AI-driven efficiency would displace 6% to 7% of jobs, and, at its peak, a 1 myriad addition in unemployed workers, although job relocation hence of AI has not shown up meaningfully in any financial data.

The relocation could be substantial, the analysts said, but stated the impacts of automation volition be tempered by a prosperity of new jobs created hence of the scientific changes.

Automation is expected to be a boon to company profits and GDP, projected to boost GDP by 1.5% by 2035, according to a Wharton brief published in September 2025. Early signs signify AI could run efficiency gains, alongside about 80% of workforce reporting AI makes them faster at particular tasks, but lone 37% of companies seeing an effect of that efficiency on functioning profits, according to McKinsey data, and AI functioning expenses continue to constrain its deployment.

Robertson added that expanding unemployment, which he expects to see increase complete the next few months, keeps wages down, allowing margins and profits to expand.

To be sure, the latest efficiency surge has been an “open question,” Morgan Stanley economists have argued, not unanimously attributed to risen acceptance of AI or automation. The analysts suggested this addition would be cyclical, or vestiges of pandemic-era habits of companies making additional from less.

An Oxford Economists investigation brief from before this twelvemonth suggested companies are disguising overhiring-related layoffs hence of AI, but stated automation-related workforce reductions have not yet happened en masse. Additionally, during unemployment has been ticking up complete the former year, it is motionless comparatively low.

Why is an immigration crackdown backfiring on U.S. labor?

Mark Regets, elder chap at National Foundation for American Policy (NFAP), sees a distinct logic for a slowing workforce. He told Fortune President Donald Trump’s immigration crackdown has not done what Trump administration officials, specified as White House Deputy Chief of Staff Stephen Miller, stated it would in increasing the figure of U.S.-born workers. Instead, according to Regets, Trump’s immigration policies have not lone decimated the foreign-born workforce, but has additionally created small opportunities for domestic-born workers to discover jobs.

NFAP data shows a 1.1 myriad to 1.4 million-person reduction in the foreign-born workforce since January 2025, accordant alongside the Congressional Budget Office’s study final year indicating shrinking U.S. community growth hence of migrants being deported or refusing to arrive to the U.S. out of fear of antagonistic polities.

“The data is raising huge red flags that we are losing immigrants of all types that we alternatively would be advancing America’s economy,” Regets said.

Recent BLS data is counter-evidence to Miller’s disagreement that harsher immigration guideline would develop the U.S. workforce. The labor involvement charge for foreign-born workers cut from 66.3% to 66% from September 2025 to September 2026, and labor involvement for native-born workers has likewise fallen from 61.6% to 60.9% complete the identical period. Fewer immigrant workers may really create it harder for U.S.-born individuals to discover work.

“A business unable to discover the workers it needs for several roles could close downward operations fairly than continuing,” Regets said.

He noted skillset assortment in a office could boost efficiency and validate employing additional people. Greater immigration can additionally addition person spending and stimulate businesses, as fine as advance businesses to obtain advantage of roomy labor market preparedness and search out their labor alternatively of offshoring jobs.

How does the U.S. reverse a shrinking labor force?

While friendlier immigration policies could assistance reverse an exodus of foreign-born workers, Robertson stated addressing the office automation shove would be key to expanding the U.S. workforce.

“There are trades that are technology-assisted,” he said. “Those are going to be in higher demand, but you really motionless have to have a important funding in skills.”

The young generation of workers are already prepared to modify to a changing labor landscape. Gen Z are flocking to commerce schools in hopes of a finding a job as a carpenter or welder not so effortlessly outsourced by AI, and in 2024, enrollment in vocation-based community colleges increased 16%, according to data from the National Student Clearinghouse.

Companies have taken it upon themselves to provide reskilling opportunities to employees. A CareerTrainer survey from June established that 72% of hiring managers intended to reskill employees. While the U.S. Department of Labor updated guidelines to advance states to modify office betterment systems, Robertson asserted the authorities hasn’t done adequate in multiple decades to imbue the workforce alongside necessary skillsets for forthcoming jobs.

“Democrats and Republicans have not considerably invested in training [or] the retraining or energetic labor market programs that you need to equivalent workers to jobs,” Robertson said. “That’s the apparent solution.”

Without changes, economists see the form of an occupation slowdown continuing, but alongside greater involvement concerning the capability for the U.S. economics to prolong growth.

“We need job growth to have a expanding economy, and I think we need job growth to pay our debts,” Regets said. “I don’t cognize how you have job growth alongside a shrinking labor force.”

A type of this narrative was published on Fortune.com on Jan. 13, 2026.

More on the American workforce and wages:

Goldman says the economics is rewarding chief ownership complete labor—and most Americans don’t own adequate of it to benefit
Trump’s farmworker pay cut moved $2.5 milliard a year from workers to growers. A fairness says it’s illegal, and rear pay could follow
The minimum pay is now the lowest it’s been in 70 years—making the national pay flat ‘officially a poorness wage,’ study finds

OpenAI wants everyone to call AI data centers 'compute campuses'

support@mycoding.id (Truman Dickerson) — Sun, 01 Nov 2026 23:28:08 +0700

OpenAI has a new, additional chic name for data centers. Bloomberg/Getty Images

OpenAI doesn't desire to call them "data centers" anymore.

Instead, the ChatGPT creator plans to propose a new, additional chic name for the behemoth factories that power your chatbot queries.

That new name is "compute campuses," an OpenAI spokesman confirmed to Business Insider on Sunday.

"Compute campuses improved describes the measure and function of the infrastructure we're construction for AI," the spokesman said. "These are long-term investments in computing, energy infrastructure and skilled work."

Though much has been stated concerning the less-than-stellar reputations of AI data centers (a latest Pew Research study established that 54% of Americans say AI data centers are bad for the environment), efforts to ameliorate that perspective have mostly failed. Data centers are now a major matter for voters in the midterms.

While important data center builders akin Meta, Amazon, and Microsoft have pledged millions of dollars to the communities and schools surrounding their centers, OpenAI is betting that a complete rebrand volition additionally assistance rotate about community opinion.

"We desire the communities hosting that infrastructure to assistance form it and portion in the opportunities it creates," the OpenAI spokesman said.

Time volition tell, however, if the "compute campus" lingo catches on.

Axios earlier reported that OpenAI was additionally preparing for a blue motion in Tuesday's midterm elections, which could outcome in a additional regulatory-minded government.

AI delivers 'zero financial payoff' to most companies, Apollo economist says

support@mycoding.id (Adi Gunawan) — Sun, 01 Nov 2026 23:10:45 +0700

In Brief

Posted:

9:57 AM PDT · October 25, 2026

Image Credits:Carol Yepes (opens in a new window) / Getty Images

AI hasn’t benefited the base row of any big corporations exterior the tech industry, according to a note lately published by the chief economist at Apollo Global Management (the personal equity elephantine that used to own TechCrunch).

Apollo’s Torsten Slok focuses on what he calls the S&P 493 — the S&P 500, minus Alphabet, Amazon, Apple, Meta, Microsoft, Nvidia, and Tesla — finding that gain margins and income per employee appear to be flat, alongside no evidence that AI is improving productivity.

“Despite enormous investments and general hype about synthetic intelligence, the innovation has delivered zero financial payoff to company America exterior of tech,” Slok said.

Is this merely a matter of non-tech companies lagging rearward the tech giants? Slok echoed skeptical, arguing that it volition be durable for company America to “turn increasingly cheap intellect into higher income growth and higher gain margins.”

“AI may be a awesome calculator, but in business, intellect is mostly judgment,” he wrote, afterward adding, “AI does not comprehend accountability, trust, culture, unwritten rules, ethical trade-offs or fairness, all of which form reputational hazard and ultimately run income growth and gain margins.”

Recent studies have additionally found that AI has yet to provision important efficiency gains.

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