YouTube volition shortly test Ask YouTube inner the Shorts player, letting viewers in the test ask questions concerning the Short on their screen.

YouTube announced on Oct. 12 that viewers “will shortly be capable to use Ask YouTube immediately from the observe leaf during observing Shorts and live streams.” A Creator Insider video posted the identical day describes the Shorts test as a limited, earth test that’s English lone and open to viewers 18 and older. The video’s clarification additionally mentions new mobile feeds for finding akin creators and connected Shorts.

What YouTube Is Testing

YouTube’s test volition put Ask YouTube in the Shorts participant on desktop, TV, and mobile. The video’s clarification reads:

“It’s English only, 18 and older only, but if you’re part of the experiment, you’ll be capable to tap or choose the sparkle icon on choose Shorts and try out pre-populated prompts or ask questions to get particulars concerning the Short on your screen.”

The clarification states that free-form prompts, which are questions viewers create themselves, are directed to Ask YouTube.

The clarification additionally mentions new feeds on Android and iOS, anywhere viewers volition be capable to “discover akin creators, discover connected shorts, and examine topics according to your observe history.”

Part Of The Watch-Page Feature

The Shorts test extends the Ask YouTube characteristic on the observe page, anywhere a clasp already appears below selected videos. Its help page lists many languages and countries and explains that the characteristic is accessible to signed-in users old 13 and older, or the applicable age in their country, on Android, iOS, computers, and astute TVs.

The Shorts test sets narrower limits on tongue and age.

In Alphabet’s Q2 earnings remarks, Sundar Pichai shared that complete 140 myriad users busy alongside Ask YouTube on the observe leaf rear in June.

The watch-page characteristic is distinct from the hunt type of Ask YouTube, as I reported in September. YouTube’s Oct. 12 article says it’s bringing the hunt type to mobile devices, making it accessible to U.S. viewers throughout web, mobile, and TVs. The Shorts video’s clarification doesn’t say anywhere free-form prompts open inside Ask YouTube.

Why This Matters

For viewers in the experiment, Ask YouTube could answer questions concerning several Shorts during they play, as it already does on choose videos. YouTube’s new Android and iOS feeds would add a distinct way to attain akin creators and connected Shorts.

The Creator Insider clarification doesn’t say how YouTube chooses the “select Shorts,” how the new feeds choice what to suggest, or whether creators get any controls.

Looking Ahead

YouTube’s Oct. 12 article and the Creator Insider clarification the two citation that Shorts assistance is on its way soon. However, neither provides a particular commencement date nor specifies which countries volition get access. Creators can sojourn the watch-page assistance leaf for additional particulars concerning Shorts as the test begins.

Featured Image: Samuel Boivin/Shutterstock

Two safety vulnerabilities were disclosed in the All in One SEO WordPress plugin, which has complete two myriad energetic installations. Both vulnerabilities allow unauthenticated attackers to execute arbitrary shortcodes or inject malicious scripts under particular conditions.

All In One SEO WordPress Plugin

The All in One SEO (AIOSEO) WordPress plugin is a famous SEO plugin used by complete 2 myriad users. It’s used to oversee hunt motor optimization settings on WordPress websites. It additionally provides tools for managing XML sitemaps, organized data, redirects, inner links and satisfied optimization. The plugin additionally includes tools for monitoring hunt rankings, auditing website SEO and generating satisfied alongside AI.

CVE-2026-100152 Unauthenticated Arbitrary Shortcode Execution Vulnerability

The archetypal vulnerability, rated 6.5 (Medium), affects all versions of AIOSEO up to and including 5.0.2. It enables unauthenticated attackers to execute arbitrary WordPress shortcodes whenever particular conditions are met.

What makes this exposure concerning is that attackers don’t need an document on the website or any flat of person privileges to utilize it.

The exposure is caused by a missing validation inspect before the plugin runs the WordPress `do_shortcode` function.

Shortcodes are instructions that inform WordPress to execute particular functions, specified as displaying satisfied or operating a feature. The `do_shortcode` function processes those instructions.

The safety weakness is that the plugin doesn’t correctly inspect a value before executing a shortcode, which makes it imaginable for an attacker to logic the website to execute arbitrary shortcodes.

According to Wordfence:

“This makes it imaginable for unauthenticated attackers to execute arbitrary shortcodes. This requires the AIOSEO breadcrumb to be rendered on the hunt results leaf via the block, widget, shortcode, or template tag.”

That final part is an crucial limitation since the exposure requires AIOSEO breadcrumbs to appear on a WordPress hunt results page.

Breadcrumbs are the navigation links that display visitors anywhere a leaf is located inside a website. The exposure can be exploited whenever those breadcrumbs are displayed on hunt results pages using among the methods identified by Wordfence.

This method that although attackers don’t need to log in, the exposure depends on how the website uses the plugin’s breadcrumb feature.

CVE-2026-85492 Unauthenticated XSS Vulnerability

The second vulnerability, rated 6.1 (Medium), is a DOM-based Cross-Site Scripting (XSS) exposure that affects all versions up to and including 5.0.1.1.

This exposure additionally involves unauthenticated attackers, but exploitation requires an authorized WordPress person to obtain particular actions.

The safety weakness is caused by insufficient input sanitization and output escaping in the handling of a URL pathname.

Input sanitization and output escaping are safety measures used to forestall untrusted data from being treated as executable code. In this case, the missing protections authorize attackers to insert malicious scripts into a specially constructed URL.

Wordfence explains:

“This makes it imaginable for unauthenticated attackers to inject arbitrary web scripts in pages that volition execute whenever a person visits a crafted URL. Exploitation requires the casualty to clasp the aioseo_manage_seo capability and to open the SEO Preview panel in the WordPress admin toolbar during visiting a leaf alongside a malicious payload embedded in the URL pathname.”

What makes this exposure additional difficult to utilize is that visiting the malicious URL solitary is not sufficient.

The targeted person must have the `aioseo_manage_seo` capability, which is a WordPress approval connected alongside managing SEO features. That person must additionally open the plugin’s SEO Preview panel from the WordPress admin toolbar during visiting the malicious URL.

DOM-based XSS method that the malicious manuscript executes in the user’s web browser. The exposure hence depends on the actions of a person alongside the required SEO approval fairly than allowing an attacker to execute the manuscript merely by accessing the website.

Both Vulnerabilities Are Patched

Both vulnerabilities have been patched in distinct releases of the All in One SEO plugin.

CVE-2026-85492

Version 5.0.2 addresses the cross-site scripting vulnerability. The plugin’s changelog describes the safety improvements:

“Fixed: Improved safety and admission protections in SEO Revisions, SEO Analysis and the SEO Preview.”

CVE-2026-100152

Version 5.0.2.1 fixes the arbitrary shortcode implementation vulnerability.

The changelog describes the update:

“Fixed: Improved safety protections for shortcodes on hunt pages.”

Users of the All in One SEO WordPress plugin are recommended to update to type 5.0.2.1 or a newer patched type to defend against the two vulnerabilities.

Featured Image by Shutterstock/Andrei Korzhyts

Kroger plans to cut concerning 3,000 roles from its company workforce over the next three years to simplify operations.

In a memo to personnel that the business shared alongside Business Insider, CEO Greg Foran stated the corporate-level reductions volition authorize Kroger to allocate in frontline workers.

"Our endeavor is becoming leaner, additional focused and additional competitive," he said.

The erstwhile Walmart US CEO took the helm of Kroger before this twelvemonth and has set to activity cutting prices and tightening operations complete the former multiple months.

Foran additionally cited the effect of innovation on the century-old company, saying that it merits a near appearance at anywhere activity can be done.

Read the memo from CEO Greg Foran

FROM: Desk of Greg Foran inboxTO: All companyRE: Changes to Our OrganizationWe shared crucial data on our all-company call today, and we're following up to create certain everyone is conscious of the changes ahead.As a company, we have made awesome advancement on many fronts alongside our customers. We started reducing prices and improving our client cognition in stores and online, and we made investments in simplifying our associates' lives through technology. Our endeavor is becoming leaner, additional focused and additional competitive. We are operating to be additional agile; additional exact in our execution; and provision benefits to our customers, associates and our shareholders.This transformation volition additionally outcome in small roles throughout the company, which method we volition decrease our company workforce throughout many functions, by about 3,000 roles complete the next three years. These reductions volition authorize us to continue to allocate in our frontline associates.These are difficult decisions, and we do not create them lightly. This is the correct item for the company's long-term future. Here's why:

• Simplifying our operations is critical. Simplifying method making faster decisions and deploying additional resources anywhere they matter most, so that we provision lesser prices and a improved cognition for our customers. Our business has additional layers, additional handoffs and additional overhead than we need, so we are addressing this issue.

• Technology is reshaping what's possible. The way activity gets done is changing throughout all industry; we must modify and obtain advantage of technology. We need to clasp capabilities, decrease duplicative activity and appearance closely at anywhere activity is finest fit to be done.

We have the chance to create changes that volition create broader roles and faster decision making. This lets us move critical resources nearer to the client to lesser prices, allocate in our associates and create a improved buying experience.When and how this volition happenThese reductions volition obtain location throughout multiple years. We volition portion updates whenever we can. We anticipate decisions concerning affected roles to commencement being communicated in the coming months.Our values at workDuring these difficult moments, we volition continue to be guided by Our Values. We volition communicate immediately alongside affected associates as we create decisions, and we volition not ask anyone to delay longer than necessary for clarity concerning their roles.We are grateful for all one of you. With the Kroger Leadership Team, we are committed to foremost this business through this instant alongside transparency, integrity and respect.Greg

As crucial as several of the messages in The Social Reckoning are, the movie has been drastically underperforming at the box office. Per Variety, Aaron’s Sorkin’s prosecute up to The Social Network lone grossed a measly $5.5 myriad this former weekend against a prosperity that’s location inside the $30–42 myriad range. That would create it a certifiable flop that’s costing Columbia Pictures (and Sony) fairly a bit of prosperity — particularly whenever you difference it to The Social Network’s $22 myriad opening.

This isn’t entirely amazing stated how middling reviews for the movie have been. It’s currently got a 55% ranking on Rotten Tomatoes and has extensively been trashed on social media. All of this power be reflective of audiences expecting for a appropriate sequel to The Social Network, which won three Oscars for its screenplay (written by Sorkin), editing, and score. But it power conversation to group not completely clicking alongside Mikey Madison’s achievement as whistleblower Frances Haugen or Jeremy Allen White’s rotate as Wall Street Journal reporter Jeff Horwitz. (Madison, for her part, indicated to The Hollywood Reporter that it was Sorkin’s imagination as director that kept from “authentically and faithfully represent[ing] a genuine person,” which she hopes to do in the future.) It additionally likely didn’t assistance that Jesse Eisenberg — who portrayed Mark Zuckerberg in The Social Network — had no interest in being in the film, according to Sorkin himself.

Ironically, Blumhouse’s Other Mommy raked in an notable $27.5 myriad this weekend, which apt suggests that people are additional curious in novel horror as opposed to reminders of how social media has made everyone’s lives worse.

Forward-deployed engineers are all the rage in AI, and Anthropic is going to another companies to train up top talent.

The AI business announced a $100 myriad investment into an FDE training undertaking before this month. It's a quasi-fellowship that engineers from another firms have already begun applying for. They'll act four-day on-site intensives and afterward complete 12-week "residencies" operating alongside Anthropic's Claude tools at their own companies. The business says it hopes to train 10,000 group through the program by the end of 2027.

As Anthropic approaches its gigantic initial community offering, it's using the new training example to get additional of the company earth used to AI — and ramp up Claude spending. Job postings for FDEs have boomed complete the final brace of years, as additional companies buy application from AI firms and need assistance deploying it.

Two Anthropic executives foremost the shove told Business Insider that their customers see AI's advances, notice competitors grabbing market share, and awareness force to alter their own work.

"Everybody understands the example capability is expanding extremely fast," stated Shambhavi Shambhavi, Anthropic's caput of go-to-market scheme and operations for partnerships. "So, what can be done alongside the innovation is greatly appreciated by the customers."

Enter the FDE — which Anthropic calls "Frontier Deployed Engineers," fairly than the norm "forward-deployed engineer" heading that Palantir helped popularize. Both roles basically average person alongside profound specialized ability in AI and the command to create new modes of activity at a company.

Shambhavi and Steve Corfield, Anthropic's caput of earth endeavor betterment and partnerships, bankrupt downward the FDE function as they see it and how Anthropic hopes to set a "gold standard" alongside its new skills push.

Anthropic execs say FDEs are curious

Shambhavi stated that the best FDEs have four chief attributes. They are acquainted alongside agentic AI systems. They're fine problem-solvers. They're outstanding communicators. And they're experienced, skilled engineers.

Corfield tacked on a item he thinks helps Anthropic thrive: "You've got to be super, excellent curious. If you stroll about this organization, everybody talks concerning curiosity."

Communication is particularly important, Shambhavi said. She stated that as companies try to overhaul complete workflows and method agentic AI holistically, person who can navigate the interpersonal dynamics goes a lengthy way.

"Our own Frontier Deployed Engineers activity alongside these kinds of problems day in and day out," Shambhavi said. "And so we benevolent of applied the mindset of, we need to obtain this accomplishment and bring it to our customers and partners and to the top engineers in those organizations, so that they can get the benefits from Claude."

Anthropic wants to set the 'gold standard' for AI skills

Engineers who can develop their teams' use of AI have rotate into a hot commodity in Silicon Valley. Salesforce, a important Anthropic partner, announced a scheme in May to enlist 1,000 early-career workers into "AI builder" roles. Anthropic's program, in Corfield's view, goes a stage complete another industry attempts to enlist and train FDEs. Combined alongside another business initiatives to instruct group AI, he hopes Anthropic volition set "the aureate norm for AI skilling."

The archetypal cohorts have begun in New York and San Francisco, including engineers from Accenture, Bain, Novo Nordisk, and another organizations.

Companies nominate engineers for the training, and Anthropic interviews candidates. If they're accepted, they activity for the four-day residency on a "simulated environment," an agentic scheme that they have to study how to build and deploy. Then they obtain a applicable test, before returning to their companies during staying in contact alongside Anthropic mentors for 12 additional weeks.

Anthropic is motionless construction its assessments throughout the program. Shambhavi stated they'll concentration on "what does a awesome FDE appearance like" — articulation, issue solving, coding skills.

Corfield stated company customers wanted a program akin this to assistance them fig out how to deploy Claude additional effectively, and the holdup isn't motivation.

"This is a skills gap problem, and that creates a market problem," he said.

"What we're trying to do is inhabit that gap," he added.

Have a tip? Contact this newsman via email at scouncil@businessinsider.com, or complete text, Signal, Telegram, or WhatsApp at 415-757-8198. Use a individual email address, a nonwork WiFi network, and a nonwork device; here's our guide to sharing data securely.

Big layoffs are coming to Airtable.

Airtable's new owner, Italian tech conglomerate Bending Spoons, stated Monday it is laying off a "large part" of the application business as it reshapes the endeavor about smaller teams and AI features.

In an X post, Federico Simionato, Bending Spoons' merchandise leader, stated the cuts were not a consideration of employees' activity but of the company's "deep condemnation that small teams container additional and better."

"To everyone leaving: appreciate you. If you're hiring, these are outstanding group and value a call," Simionato said.

Bending Spoons announced in August that it was acquiring Airtable, the spreadsheet and repository app, for $1.28 billion. It was not immediately apparent how many group would be affected by the layoffs. Representatives for Bending Spoons did not immediately react to a petition for comment.

Airtable merchandise guide Alessandro Savarese stated in a blog article on the company's website that the workforce being cut volition depart by the end of the week alongside "substantial separation packages."

"At Bending Spoons, we've seen firsthand how smaller, faster-moving teams alongside streamlined responsibilities can have an outsized impact, and we have the identical ambitions at Airtable," Savarese wrote. "We average to create Airtable a improved merchandise during providing our customers alongside an exceptional flat of reliability and support."

Savarese stated the business volition concentration on improving Airtable's center phase and investing in AI features.

Laid-off Airtable workforce may already have several job prospects: X merchandise engineer Mridul Singhai responded to the job-cuts notice in a post, saying X volition "continue to employ & develop group who desire to commit."

Emily Henry fans are in luck.

On September 22, Henry revealed her next love narrative novel volition be released on April 6, 2027. She unveiled the title, "Modern Classic," by posting it on movie theater marquees throughout the US and UK.

"Modern Classic" volition be Henry's seventh love narrative novel to date. She smashed onto the love narrative environment in 2020 alongside "Beach Read" and has written five more books since then, all of which has made The New York Times' bestseller list. 

Henry's summer romance books frequently method affection alongside a awareness of honesty and fun that the genre needs to thrive. Her characters may be enemies who discover themselves living next entrance to all another or finest allies who are frightened to hazard it all for item more, as was the case in "People We Meet on Vacation," which was turned into a Netflix movie released in January 2026.

Henry has yet to publish a shield or clarification for "Modern Classic," but the marquee notice and heading have fans wondering whether the publish volition have item to do alongside movies. It volition be a while, though, before readers cognize for sure.

Luckily, there are plentifulness of other love narrative books to continue the period with, including Henry's before plant if you haven't peruse — or reread — them yet.

When a feud is brought into the court of community opinion, the victor isn't necessarily the one who's technically "right." It's the one who crafts the improved narrative.

That's the chief item that Kelly Clarkson is missing in her viral battle alongside a small endeavor in Brooklyn, according to Evan Nierman, CEO of the earth PR resolute Red Banyan.

"This is additional concerning feelings than facts," Nierman said.

The much-publicized kerfuffle started on Saturday, whenever Clarkson shared a article on X concerning her latest sojourn to Art of Play, a shop that sells toys, puzzles, gifts, and another oddities.

Clarkson stated she was treated poorly at the store, comparing herself to Julia Roberts' "Pretty Woman" heroine — specifically, the memorable environment in which she is rejected and mocked in a fancy Beverly Hills boutique.

Clarkson stated she tried to buy item costly at Art of Play but was treated as if she "couldn't oversee it."

However, the shop employee Clarkson dealt alongside remembers the communication differently. Art of Play responded alongside a public statement, saying that Clarkson inquired concerning a one-of-a-kind mechanical animal puppet nicknamed "Molly," and she was told it wasn't for sale.

When Clarkson doubled down, insisting that Molly came alongside a $15,000 cost tag and calling the employee a "liar," Art of Play clarified its claim. In a follow-up declaration on Instagram, the shop stated that Clarkson had been offered a nearly identical type of the bird, created by the identical artist, for $15,000, as fine as a comparable type by a distinct creator for $2,000.

Who's right, and what really happened? We may never know, and it likely won't matter in the lengthy run. But from a PR perspective, Nierman stated this back-and-forth complete trivial particulars is neither convincing nor productive.

"Both Kelly Clarkson and the shop are trying to perform the casualty cardstock in this dispute," Nierman explained. "But the lone group who really cognize what happened that fateful dawn were the revenue associate, Kelly Clarkson, and Molly, the bird, who volition never sing."

The 'victim card' can lone get you so far

Nierman pointed out that Clarkson doesn't have much to endure by airing her petty grievances on social media. She's a rich, celebrated singer alongside three Grammy Awards and nearly 9 myriad followers on X.

"You'd be difficult pressed to create the case that her existence is going to be derailed in any important way, equal if she was mistreated by the shop and its staff," Nierman said.

But Clarkson doesn't have much to acquire here, either.

By playing the "victim card," she has ignored the etiquette of online power dynamics, siccing her loyal fans on a small endeavor complete a concise interaction. Even if everything she stated was true and Clarkson really was mistreated by the store's staff, the fallout isn't flattering.

"They the two desire to be right, whereas what they have to be looking for is an off-ramp anywhere they could the two appearance fine as opposed to being the casualty in this circumstance," Nierman said.

One idea? The combat started complete a bird, so perchance it should end alongside one.

"The finest imaginable outcome at this item would be to get her rear to the shop and discover a way to get her a chanting bird," Nierman continued. "That would tie this entire item off extremely nicely, and everyone could move onward and agreement alongside additional crucial issues."

You cognize what they say: It's not complete 'til Molly the animatronic animal sings.

This as-told-to composition is according to a conversation alongside Bryan Ruiz, a 27-year-old tech revenue delegate based in Sioux Falls, South Dakota. It has been edited for dimension and clarity.

I grew up in Puerto Rico, and concerning seven years ago, I moved to the US to appearance for construction work. After operating in building for a brace of years, I established it to be really back-breaking work.

It didn't matter how difficult I worked or how many skills I developed; there was continually a cap on what I could acquire since I was paid by the hour. I tried to get noticed and eventually get a raise, but it didn't work. I started thinking concerning following a occupation anywhere I'm really rewarded for the amount of activity I put in.

Within a year, I went from earning $18 an hr doing bodily labor to a new occupation that put me on track to acquire six figures.

I decided to appearance into sales

I was drawn to revenue since it offered additional upside than hourly work, and I liked the idea that powerful achievement could immediately power my earnings.

I didn't cognize item concerning sales. I watched a ton of YouTube videos trying to comprehend the area and what revenue was about. I listened to podcasts on the job site, watched videos following work, and peruse books whenever I could.

One podcast that helped me afterward on was "30 Minutes to President's Club." I additionally took a way through CourseCareers. The track I did was specifically for tech sales. I don't think you necessarily need a way to interrupt into sales, but it helped me since it gave me a organized way to follow.

It disbursal about $500, and I divided it into a few payments. I completed the way in concerning a week since I desperately wanted to commencement my new career.

I started applying to nearly item and everything I could find

Landing interviews was a battle at first, but eventually I got three interviews — and you lone need one yes. I tried to agenda them during my breaks or see if I could get period off activity to do them.

My archetypal discussion entirely destroyed my confidence. The hiring director challenged me concerning not having any revenue experience, and I reacted poorly. I started doubting whether this was for me. At the end of it, the hiring director told me I should go market cellphones, and afterward perchance we could talk.

In my third interview, the director really liked that I had reached out to him — that's exactly what you need to do on the job. He stated he would provision me a trial.

I discontinue my building job and, in January 2024, I started my archetypal revenue job. The prosperity was a stage rear at first, but I wanted to concentration entirely on proving I belonged. During my period there, I moved into an document administrator role, and following concerning two years at that company, I moved to my current function at a SaaS company.

Construction has a lot additional in average alongside revenue than I expected

You agreement alongside a lot of distinct group in construction: electricians, plumbers, and group from distinct walks of life. You study social awareness skills that you power not acknowledge you have.

I was additionally already used to operating long, difficult hours. In all interview, whenever I mentioned my backdrop in construction, the revenue managers would say they knew I was used to operating difficult and that was not their concern.

The hardest part concerning revenue is accepting that most group won't be blessed to comprehend from you

You're interrupting someone's day. Even if what you're marketing could genuinely assistance them, most group don't desire to conversation to you. It's item you have to obtain and comprehend that you'll encounter this all day for the remainder of your career. You fair have to study not to obtain it personally.

I try to prompt myself — and my squad now — that this is work, not life. You expend eight or 10 hours doing your job, but that's not your entire identity. You depart activity at work.

Financially, I took a stage rear to obtain a big stage forward

In construction, I was earning about $50,000 a year. In my archetypal twelvemonth in sales, I made about $30,000. This year, I'm on track to continue six figures. In the tech revenue roles I see, many basis salaries are in the $60,000- $70,000 range, affirmative commission.

It depends on the revenue site you're in. Selling condos volition have a extremely distinct construction from marketing tech, but you have to be earning a basis pay of about $50,000 formerly you acquire several experience.

The finest part of my new occupation is that I get to set my own schedule

I work from home, so I can exactly broom my teeth and sit downward at the computer. I don't have to awaken up first and run to a job location anymore.

Most days, I activity a normal 9-to-5 schedule, but I additionally have flexibility. During the winter, I'll sometimes activity from 7 a.m. to 3 pm to obtain advantage of the daylight and grip academy pickup.

My direction to anyone who wants to enter revenue is to create the leap

It doesn't really matter what job you're doing — several of the revenue VPs at my business used to activity in client service. If you desire to enter a occupation anywhere you can acquire additional prosperity by operating harder, commencement observing several YouTube videos to study the basics of sales.

Prove that you can do the job, since revenue managers are looking. It's not akin another industries, anywhere they lone appearance at your résumé. If you can get in forefront of the group hiring and display that you can do the job, they'll be additional consenting to provision you a shot.

This as-told-to composition is according to a conversation alongside Tristen O'Brien, a 44-year-old AI instructor and satisfied creator who plant in cybersecurity based in Indiana. His words have been edited for dimension and clarity.

For a lengthy time, I've felt akin I can lone concentration on three things at a period without everything falling apart: family, work, and school. If I tried to add item else, one of those three things would fail.

I've been in the tech industry for complete 20 years, and I'm operating toward my doctorate in AI. I'm additionally a YouTuber. I spent years learning the programming tongue Python since I wanted to create a earth anywhere I could automate parts of my life, giving me additional period for hobbies and another things.

Then ChatGPT came out, and I realized I had wasted concerning five years doing that.

Since learning how to build AI agents, I've built complete 150 of them to assistance me run my life. I'm now downward to using about 70.

I've continually wanted to automate parts of my life

There's a publish concerning automating the boring parts of your existence alongside the programming tongue Python. Years ago, I established this publish and decided to study it. Then, whenever ChatGPT came out, I quickly got into it.

I'm not a developer; I do this by vibe coding. I archetypal used ChatGPT to create comic songs and things akin that. My involvement kept growing, and I kept doing additional alongside it. I've switched to Claude as my chief example now, but I still use ChatGPT, Perplexity, and Gemini.

Two years ago, I went to an AI gathering anywhere I learned concerning AI agents. I recall being so enthusiastic concerning what I had learned that I told myself that as shortly as I got home, I was eventually going to automate my existence alongside AI.

I use a particular prompting method to build my agents

The extremely archetypal delegate that I built following the gathering was a Chipotle burrito delegate that could command my burrito for me. I affection Chipotle, and it was silly, but that delegate helped me see the power of AI.

When I build agents, I'm never fair like, "OK, Claude, this is what I desire you to do, do the entire thing." Claude has a command called "/goal" that keeps the delegate going until it gets the goal right. I think it's helpful, but I've learned to be extremely clear, or it volition disorder up.

I do what I call my BIP process: Braindump, interview, prompt. I brain-dump everything, explaining what I desire it to do, afterward I have Claude ask me questions concerning item unclear or that it thinks I didn't ask. Then it gives me this insane lengthy prompt. So I might've started alongside a 15-word prompt, but now I have a 500-word immediate on everything that I desire the delegate to do.

I've built complete 100 agents and stopped using several of them

In total, I've built five investigation and learning agents, four investigation and news agents, one delegate that builds new products, 18 financial agents, 27 residence and family agents, 26 inbox and communication agents, 42 agents for my YouTube channel, and another 27 agents for promotion and outreach.

Not all of those agents run at once. For example, I lone have 12 energetic residence and family agents: Four run all day for reminders concerning birthdays, softball, the dog, and academy paperwork. Four run weekly for groceries, meal planning, a Sunday family brief, and a weekly check-in coach. One runs monthly for home care reminders, and three run lone whenever item comes up, akin travel, packing, or current ideas.

I additionally had an delegate who looked at a Google Sheet alongside all of my friends' and family's birthdays. If it were two weeks before their birthday, the delegate would go to a webpage for a assistance that would dispatch them a anniversary cardstock alongside what looks akin my handwriting, afterward postmark it from my address. But I stopped using that one since it didn't awareness individual enough.

AI is additional mighty formerly you study how to use plug-ins

I have a spouse and two kids. I think my female likes AI a lot, too, since we conversation concerning it a lot, and my spouse sometimes gets into it. But my son is an artist, so he's not as big a fan, and I concur that there's certainly a row alongside imaginative activity and industries.

However, one of my favorite agents I've built is our family AI bot, which we all use.

I used the texting assistance Twilio alongside a Claude plug-in to create an AI delegate that is a tradition chatbot and aide for our family. It pings us, and we're capable to ballot on things akin what we desire for meal that week, or see our calendars flank by side. This delegate helps us arrange our lives and remain on the identical page.

AI gets really mighty whenever you commencement using connectors. My Claude agents wouldn't be as mighty if it couldn't nexus to my Gmail, my calendar, or Twilio. So, from a specialized standpoint, I'd propose learning how to sign in on those kinds of plug-ins first.

I expend about $600 a duration on my AI subscriptions, which additionally assistance my YouTube conduit and another work. If I were fair using this for my individual life, I'd likely measure rear to the $200 Claude Max subscription.

I created an delegate ranking game

I get digital overload sometimes, and there is a item anywhere too much is digital. It was difficult to keep up alongside all my agents, so, in supplement to getting rid of several of them, I had to create a digital hierarchy.

I'm the chief individual officer. I have my AI chief of staff, who plant alongside a fistful of director-level AI agents, and those board all have AI employee agents under them. My chief of personnel volition relay updates from another agents, so now I'm chiefly communicating alongside one delegate who's relaying updates to the rest, which helps alongside the overload.

I additionally created an animated equivalent earth anywhere I can see all my agents operating about a village. The distinct levels of agents have distinct outfits, so I can inform which one's which. I can run about the equivalent earth alongside my chief of personnel and go conversation to one of my agents any period to inspect in on what it's doing.

I can additionally media a clasp to call a meeting, and we all go to this gathering hall in the game. It's additional of a ocular way to see all of my agents, and conversation to them individually if I desire to.

I concern concerning privacy, but I'm getting additional period back

There are a lot of things I don't portion alongside AI, akin my Social Security number, but you have to have a flat of trust, as you do alongside Gmail or any another assistance that is using your data or has admission to it.

I awareness akin AI does additional fine than harm. I'm not a judgement day guy concerning AI; I'm additional of a utopian. There are things that I've picked up since I have additional liberated time. I akin to 3D print, fly drones, and journey my bike. I awareness akin I get a lot additional done now.

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Do you have a narrative to portion concerning how you're using AI agents? If so, delight attain out to the newsman at aapplegate@businessinsider.com.

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In the delayed 80s, I spent an embarrassing figure of hours hunched complete my ZX Spectrum, typing in Sinclair BASIC programs and rudimentary assembler routines copied from magazines, trying to re-create the Amiga expert intros I’d seen circular at a friend’s house. Obviously, they never came equal slightly near - but now, many decades later, I’ve eventually managed it! I’m now the arrogant author of a hand-rolled retro demoscene intro that runs on a inventory 128Kb Spectrum. It features all those delayed 80s tropes: A gentle scrolltext (with ‘leet tradition fonts!), a three-channel AY soundtrack, bouncing VU meters and the essential parallax starfield. It’s currently 10287 bytes of code, or 19552 bytes as a complete strip depiction - which, stated I’ve been operating on this since December 13th final year, method my average charge of code-production is a paltry ~ 455 bytes per week!

This blog article is a specialized overview of how I got there, several chill tricks I picked up, and everything I had to study (and re-learn) concerning the Speccy and Z80 gathering alongside the way. It simultaneously rates as one of my favorite side-projects ever, and additionally the one that most frequently nearly triggered a ft put through my detect in frustration. I’ll indicate on all that at the end, but for now if you fair desire to see the completed product, the download clasp is at the top of the part and the included .tap cassette strip depiction should burden into any emulator. There’s additionally a YouTube capture, links to the manufacturing on pouet.net, and you can run it from inside a web browser by visiting my TNFS location portal - inspect choice 4 for latest uploads.

Be Kind, Rewind

But let’s skip rear briefly to the delayed 80s. Coming from the earth of an 8-bit, cassette strip loading computer, seeing an Amiga for the archetypal period was akin encountering item from external space. Like everyone who saw one rear in the day, I was blown distant by the amazing graphics and audio on display, not to citation the archive of ground-breaking games. But I established myself equal additional captivated by the mysterious (and totally badass) “intros” displayed at the commencement of pirated games.

Created by the software piracy groups that had cracked the copy safety and distributed the floppy-disk based games, they were mini plant of art in their own correct - music, graphics and normally several cool-looking consequence to display off the group’s prowess. There’s a awesome gathering of these intros (or “cracktros”) archived on YouTube.

Watch a few of those videos and you’ll quickly notice the “design” tropes that nearly all cracktro shares: a cool, edgy logo at the top of the display (bonus points if it’s dripping lifeblood or in any way “metal”), several arrogant content displayed on top of an consequence of several kind - normally a scrolling parallax starfield, or rotating 3d entity - and a additional scroll-text complete of cry outs, greetings to chap pseudonymous crackers and adverts for forbidden BBS systems galore. Needless to say, to a kid in the 80s/early 90s this was perchance the coolest item ever.

I idea this one was the complete bomb whenever I archetypal saw it. Sine-scroller, pirate BBS adverts, chill logo alongside a blade - and of course, a starfield. There’s item for everyone here.

The music from this is burned into my brain. I think beautiful much everyone of my classmates knew this intro stated the fame of Lemmings in the first 90s. Skid Row as a collection are motionless energetic to this day and this is likely the quintessential Amiga cracktro of the period.

Endless Piracy. Edgy. Another chill logo, sine-wave scroller, starfield and boasting text. The classics never go out of style.

Another awesome blend of all the essential ingredients. Cool logo, equal cooler content font, scrolling starfield and a scroll-text operating alongside the bottom. Vintage stuff.

Logo. Text. Scroller. But no starfield - alternatively a firm attempt from Anthrox current :)

The demoscene grew out of these intros. The cracking eventually faded into the background, and coders, “graphicians” and musicians all contributed to feature-length productions that showcased their abilities, contested alongside another groups and pushed the device to its limits. In amazing feats of ingenuity and clean “code as an art form”, the environment lives on today, alongside groups producing stunning productions akin this and this - withstand in mind, the two of those are operating on a 7Mhz residence device armed alongside a floppy disk, 1Mb of recollection and a audio part from 1985.

But much as I regard the sheer accomplishment and dedication that takes, it’s the first “single screen” scrolly-text-and-starfield cracktros I’ve continually established captivating. They took on a kind of mystical norm for me, hinting at a environment and a civilization I could lone always cognition from the exterior - which is exactly why I spent all those hours in Sinclair BASIC, trying in vain to re-create them, and dreaming of the day I’d eventually have an Amiga of my own.

The Jump Back

I eventually did commerce up to a range of Amiga systems, joined a few “scene” groups myself and threw myself into a variety of activities until exams and the end of my teenage years beckoned. I dabbled alongside Z80 code rear then, and at one item knew adequate 68k gathering to bluff my way through - partially from the Amiga’s heyday, partially from a few “embedded systems” modules at University anywhere I had to program a set of traffic lights or lift-controllers. Given there’s not much call for that kind of item at my $DAYJOB, though, it had all beautiful much faded from my memory.

I have kept operating on a bunch of projects in my spare time, and one of my favourites is my TNFS site - kind of an old-school BBS scheme or interactive “website” for the Spectrum, which grew out of a fun experiment to see how far I could shove Sinclair BASIC. It relies on a contemporary network cardstock fitted to the Spectrum, which is how I came to be chatting to “Desertkun”, another TNFS-protocol enthusiast. He’s now producing a awesome new WiFi network card for the Speccy, and was benevolent adequate to dispatch me a few of the prototypes to test out for him.

I was massively inspired by his hardware and low-level coding chops, and during one of our video calls anywhere we’d been comparing our betterment setups, he asked why I didn’t compose any Z80 gathering myself. A throw-away comment, but the difficulty was set! Now, I couldn’t visage re-writing the entire location in asm, but I figured I could create a self-contained intro to advance it in the manner of the first “BBStros”, and finally be among the chill kids alongside a environment manufacturing of my own :)

I mean, how difficult could it be ? (ooooh - foreshadowing!)

Dev Environment

My betterment surroundings through this was beautiful straightforward, and is the identical stack I use for evolving my TNFS site. I fair used a Makefile-driven build scheme which ran my code through the Pasmo assembler, my fork of zmakebas to build BASIC files, and the FUSE emulator for testing. For final evaluation on the genuine hardware, I uploaded my .tap records to my local TNFS server anywhere I could run them on my +3.

A few additional tools I have to call out since they ended up making a big difference - one is the amazing web-based “asm-editor” I discovered during looking up Z80 instructions. Not lone does this location have a awesome citation of all the Z80 instructions, but it additionally has an publishing company anywhere you can run example code and see how the recollection and/or assorted registers alter state. Take for example, the djnz education - you can build it and stage through the example iteration build one education at a time. Or try my example of an add education in the screenshot to see how the transport emblem plant whenever a bit gets shifted out of a register. Although it uses a slightly distinct syntax to Pasmo (so I couldn’t autumn my code immediately in it), it massively helped whenever manually strolling through things.

And lastly, likely the most important debugging tools I used on this project - a notepad and pen, and my two dogs (say “Hi!” to Biscuit & Pebble…) I’ll compose several additional concerning this in the wrap-up, but this really was a extremely different project for me, coming from decades of much higher-level languages and constructs. Most of my z80 code I lone always really understood following example out the bytes and bitmasks, keeping a array of enroll flags and example chunks of display recollection out by hand. And I established my evening walks alongside the two dogs provided ideal rubber duck exercises, although I’m not certain what they the two made of my prolonged mutterings concerning the hl enroll pair. Either way, debugging-by-dog is extremely recommended!

The Starting Point

So, let’s get started. I followed a awesome “Hello, world!” example from futurice.com to validate my build environment. Beyond that, the archetypal item I wanted to do was burden in my logo and backdrop depiction I’d use as a “stage” for the remainder of the planned intro. I wasn’t really certain what I was going to do at this point, fair that I wanted my logo at the top, and a scrolltext alongside the base row of the screen. As my TNFS location header already looked kinda demoscene-y, I made a quick edit putting in location two blue guide-bars inner which I’d put additional content.

A Spectrum SCREEN$ document (usually displayed as loading screens) is fair a dump of display memory, starting from byte 16384, and operating for 6912 bytes. The weird layout of this is extremely applicable later, but in command to display it all you need to do is burden your document into that recollection location. After a few hour’s activity of reviewing Speccy internals and following assorted guides, I had a extremely uncomplicated starting item for my demo that served as the basis for everything alternatively that came after.

org $8000 screen EQU $4000 ; location of the archetypal byte of display memory, 16384 in dec scrlen EQU 6912 ; total dimension of the display recollection inc. attributes ula EQU $FE ; I/O harbor for the ULA to authority the border black EQU 0 ; Spectrum color number, the exact identical ones BASIC uses start: ld a,black ; Set the border color to dreary using the ULA out (ula),a ; Copy my logo header image to display memory ld hl,header ; HL = location of my display document in this code ld de,screen ; DE = commencement of display memory ld bc,scrlen ; BC = 6912 bytes to copy ldir ; obstacle copy, see https://jnz.dk/z80/ldir.html ; occupied iteration - remainder of intro goes current :P  hold: halt ; sleep until the next interrupt (1/50 second) jr hold ; afterward jump rear and sleep again, for ever header: incbin "assets/header.scr" ; my logo header/background end start 

Not much to appearance at now, but this uncomplicated starting item introduced me to crucial concepts akin interfacing alongside the Spectrum’s hardware (ULA part to commencement with, and AY audio part later) via the out instruction, how to drag in binary records using Pasmo’s INCBIN directive, using the Z80’s obstacle copy ldir instruction, the use of register pairs for 16-bit addressing, and uncomplicated branching to labels.

Hello World

The next stage was to imprint item on the display and examine several of the Speccy’s built-in ROM routines, which are slightly analagous to syscalls on contemporary functioning systems. There are plentifulness of disassemblies and guides to the Spectrum ROM accessible on the internet, among the finest commented and connected one is at https://skoolkid.github.io/rom/. Using this as a citation alongside the assorted “Hello, world!” tutorials showed me how this kind of item is built up:

 at EQU 22 ; "at" authority character used to stance the cursor row EQU 11 ; coordinates anywhere to imprint the message col EQU 9 prstring EQU $203C ; anywhere the pr_string regular lives in ROM ld de,msg ; DE = location of the archetypal character ld bc,msglen ; BC = how many characters to print call prstring ; imprint the lot ; occupied iteration is the same... msg: db at,row,col ; equal of "PRINT AT 11,9" in BASIC db "Hello, world!" msglen EQU $-msg ; 16 bytes in all, pasmo shortcut, $=program counter 

I ended up mostly not using the ROM routines in my code as they dragged in all sorts of things I didn’t need, but it was massively helpful to comprehend how they worked as they introduced me to yet additional commonly-used constructs. For example, the PR_STRING regular defined here shows how you can build a iteration complete all character. If you’re fair starting out, I extremely propose going complete the 8 lines in that regular alongside a notepad and pen, operating out the contents of the registers and following the iteration constructs.

I additionally made a type of it in asm-editor you can try. If you click that link, you’ll see a type of the code loaded into the web editor. Click “Build”, and afterward stage through the code using the “Step” clasp - although no content volition be really displayed (I skipped complete the call to the Spectrum ROM “restart” vector that does this), you’ll see the assorted states of the registers and for example the BC enroll counting downward as all byte of the cord is processed.

Adding Some Style

Problem is, the Speccy’s built-in font is not exactly dripping alongside demoscene credibility. I wanted to use several stylish fonts and this turned out to be excellent uncomplicated - a quick hunt turned up Jim Blimey’s notable font collection, which included a ready-to-use set of assembler records and several instructions which shortly led me to these additions in my code:

; CHARS is the location the ROM's printing regular says to discover the font.  ; Picking our own font is a matter of over-writing this chars EQU $5C36 ; from Jim's docs - POKE 23607=5C36 in hex ld hl,myfont-256 ; HL = font location - 256 as per docs ld (chars),hl ; from now on the ROM draws alongside it! ; remainder of code is the same myfont: include "textfont.asm" ; "Cartoon" font from jimblimey.com 

There we go! Now that’s looking a small additional elite. Sorry, I average 31337. Strap in folks, we’re leaving lamer city… So at this point, a duration or so in to my dabblings and I’d started to get a sensible understanding of average idioms and was starting to awareness akin this was a project that power really go somewhere. The issue started whenever I moved on to trying to execute genuine demo effects: It became extremely apparent, extremely quickly, fair how much I didn’t cognize concerning how this all worked. Not to citation the fact that at this level, you’re really closely exposed to the bodily hardware intricacies, including the scheme decisions and trade-offs that the hardware designers had to create whenever operating alongside the extremely constricted specs of the first 1980s.

The archetypal specified issue - and the logic of likely 90% of my ache - is the Speccy’s extremely weird display layout. Rather than norm bitmapped display you power anticipate on additional contemporary hardware, it is alternatively divided into 3 sections, all alongside a set of interleaved rows (so if you keep adding 1 to a display address, eventually alternatively of reaching the next row, you’ll alternatively end up 8 rows down, and so on until you hit the base of the division and afterward iteration rear to the row underneath anywhere you started!) followed by a obstacle of “attribute” bytes which decide the colours of all 8x8 block. The trait blocks are the logic why all 8x8 character division can lone have two colours (a PAPER and INK attribute) which led to the garish “colour-clash” of spectrum games and distinctive manner anywhere artists try to keep inner 8x8 blocks as much as possible. But it was the layout of the bitmap part that is specified a intellect twister.

You can see this illustrated whenever a equivalent says in a loading display from tape. You can see all division built up alongside the interleaved rows one at a time, and afterward eventually the color and another attributes (like flashing ). There’s a lot of item at the awesome Break Into Program site. In the defence of the designers, they were operating alongside extremely constricted hardware and I don’t think the Speccy was always imagined as a games machine. When you commencement shuffling bytes around, you realise that this method is really optimised for displaying content which is neatly arranged into 8x8 character boundaries. For example, using this “scrambled” bit order, if you have a display location in the hl enroll pair, you can quickly get to the next pixel row of a stated location by merely incrementing the “high” byte. There’s a bunch of another “cheap moves” you can create by merely shifting bits around:

It was a sensible choice for a device that would likely expend a lot of it’s period displaying BASIC program listings - it’s lone whenever you commencement trying to compose demo or sprite routines that it starts to awareness really weird. This additionally method you’ll beautiful quickly need a regular to change X,Y addresses to the applicable recollection addresses. Again, L Break Into Program has a helpful regular and if you disassemble additional or small any spectrum equivalent or demo, you’ll discover a type of this procedure somewhere. And yes, this all became horribly applicable afterward on…

I had a snazzy logo and “Hello World” text, but that doesn’t create for a extremely engaging intro! The archetypal consequence I wanted was the scrolltext - without that, it’s not really an intro. Now, the Amiga had all kinds of hardware sprites, blitter operations, tradition chips but the Spectrum had none of that. I was going to have to activity out how to do things the difficult way - “banging on the metal”, exactly by shifting bits about the display recollection by hand and having the CPU do all the work.

This is anywhere understanding the Speccy’s weird display and character division layout is so important. It turns out there’s a neat trick as lengthy as I remain inner one character row - there’s a RL instruction, which takes a byte and “rotates” it left. It inserts any is in the transport emblem into the rightmost bit, and any gets shifted out ends up in the transport bit again. That method if you cord a bunch of them together, you can move a set of pixels throughout the display - the instant they “fall off” one character cell, they end up in the transport emblem and afterward the next rl education inserts them at the commencement of the next character division to the left. Repeat 32 times, and you’ve fair moved a pixel (or set of pixels) throughout a row of the screen:

linestart EQU $4880 ; leftmost byte of the row 12 rows down lineend EQU linestart+31 ; rightmost byte pillar ($489F)  linelen EQU 32 ; one entire row is 32 bytes (character cells) across dot EQU %00000001 ; the dot "shape", fair one pixel lit at the far correct end newdot: ld a,dot ; burden the dot form (only rightmost pixel lit) into a ld (lineend),a ; shop it in the rightmost byte of the line, pixel is now lit frame: halt ; delay for the next frame, alternatively it whizzes throughout too accelerated to see ld hl,lineend ; hl = final (rightmost) byte of the line ld b,linelen ; iteration counter, 32 bytes to activity through or a ; trick to apparent the transport flag, or against itself leaves a enroll  ; unchanged but clears assorted bits including the transport flag ; see https://jnz.dk/z80/or_r.html shift: rl (hl) ; rotate this byte remaining (00000001 -> 00000010) dec hl ; item hl at the next byte to the left djnz shift ; iteration construct: b=b-1 and afterward jump rear to change tag until b=0 jr c,newdot ; now we've shifted the entire line, so if the transport emblem is set now it means ; the dot has fair remaining the screen, so we jump rear to the start jr frame ; alternatively it is motionless location on the screen, so keep shifting! 

Wrapping this in another iteration that increments h all period (remember - that gets us moving downward a scanline) gets us moving an complete character cell. Here you can see it moving an complete row of my “Hello world” message. There was nevertheless a lot additional activity needed to create a appropriate scrolltext, alongside all letter appearing smoothly. I started off by fair printing an complete character at a period on the right-hand border of the display - it worked, but was beautiful ugly as you saw all new character appear at formerly in the right-hand flank of the screen, scrolling 8 pixels complete and afterward the next character flashed up. Instead, I wanted to create all character appear pixel by pixel and that required a bit additional bit juggling. The regular I ended up alongside efficiently streams all character in, row by line, pixel by pixel using the font data immediately alternatively of calling the ROM imprint character routine.

It does this by looking up the ASCII code for a character, and afterward fetching the corresponding font depiction into a 8-byte buffer, one byte for all row of data. The font data starts alongside the area character (character code 32), so a lookup is merely font code basis location + (ascii code - 32) * 8 to get to the bits for that letter.

Arranged into an 8x8 grid, the bits for the letter H in the font data appearance akin this. For all row of bits, I change the row remaining using a neat trick. The byte is loaded into the a register, and afterward by adding itself to itself - add a,a we change the value remaining (in binary, multiplying by 2 moves everything complete one bit) so that the pixel I desire to diagram ends up dropping into the transport flag. This is an idiomatic way of doing it in Z80 code as it’s faster and smaller than the sla instruction. And all sequence quickly adds up whenever you’re re-drawing 256 bytes all frame!

The character buffer afterward looks akin this, alongside the top row shifted. Now, alongside the hl enroll brace pointing at the accurate location on the screen, I can afterward use the rl trick discussed above. This shifts a scanline from the base character row of the display remaining by one pixel and draws my pixel in the rightmost stance by moving it in from the transport flag. Looping 32 times complete this moves the complete row by 1 pixel alongside my new pixel inserted at the right.

I afterward reiterate this stage again using inc h to move downward one scan row until the complete character pillar has been drawn. At this point, the character buffer looks akin this, and all 8 lines of the base display row have all been shifted remaining by one bit by looping complete all 32 character columns. The entire item afterward repeats another 7 times until the complete character has been smoothly scrolled onto the screen.

So fair to re-state this since I think it’s value the accent - fair to scroll a communication throughout the base of the screen, we’re having to iteration complete and re-draw 256 pixels all frame! It shows how much faster gathering is than the BASIC translator built into the spectrum’s ROM. I established it amazing to see my code eventually operating and imagining all the bits flying about and registers flapping away. It really makes me value fair how much attempt went into creating the games I played rear then.

Of course, any fine intro needs several music. On the Amiga, the norm was the “tracker” component format, which has a lengthy and involved history of distinct forks, versions and tweaks. A opus is built up from a sequence of patterns, all made up of rows of instructions. Each education normally includes note or throw information, which example to perform and assorted parameters specified as volume, effects - or in the case of several instructions, which stance in the opus to jump to. In many ways, it’s nearly akin a programming tongue for music. Using ProTracker as an example, a representative note division is 4 bytes, shown on-screen as item akin C-2 01 C20. That breaks downward into three fields: the note and octave (C-2), the example figure (01), and the consequence and its indicator (C20 - in this case, “set the quantity to $20”, which is fractional of the maximum $40).

A close-up of Protracker playing a tune. Note the VUmeters - another traditional demo consequence I would compression afterward on!

For an notable display of what’s imaginable alongside a tracker and to see what the note data looks akin on-screen, inspect out the activity of h0ffman, and in particular his winning “Professional Tracker” admission from the Revision 2014 competition. He’s an undisputed expert of the discipline (or art!) of tracking, and his “Secrets of Protracker” conversation gives a awesome overview of what’s possible.

The Amiga’s audio hardware far eclipsed item alternatively on the market at the time, and the ZX Spectrum is paltry by comparison. The first 48K models lone offered a rudimentary “beeper”, but the afterward 128K models included a 3-channel AY-3-8912 audio chip. This was extremely famous in 8-bit micros of the time, and a more-or-less identical type was additionally used in the Atari ST. While it lone offers essential waveforms and audio processing, it does allow multi-channel “chip music”, and so it became the backbone of the ZX Spectrum demoscene. It additionally spawned a assortment of SoundTracker clones on the Spectrum itself, although most musicians these days favor to activity in contemporary tools akin Vortex Tracker II, which runs natively under Windows.

The Conversion

For my intro, I wanted to harbor an Amiga component - and I had the ideal one in mind. One of my favorite Amiga music disks was “Sounds Of Gnome”, released in 1989 by the Swedish duo “Mahoney & Kaktus”. Mahoney additionally wrote NoiseTracker, among the archetypal really extensively used trackers on the Amiga, and the program that served as my teenage introduction to making device music of my own. Back in 2018 I made a rock cover of among the another tunes on that disk, and wrote to Mahoney (real name “Pex”) concerning it. He ended up showing my “music video” at a demo conference, which I am eternally grateful for! So it seemed lone fitting that I mangle another opus from that gathering alongside a Spectrum conversion… Sorry, guys! I picked the track “Milkman” which was written by “Glue Master”, an affiliate of Mahoney’s who had a few of his tracks featured on the compilation.

It’s an ideal track for converting: It’s abbreviated (only 7 patterns in total), most of those patterns portion the identical chord sequence, and it looked fairly uncomplicated to compression the first 4 channels downward into the Spectrum’s 3. Plus, it’s an incredibly catchy tune and I knew it fine - I’ve been listening to it for 35+ years and frequently jam alongside to it on guitar or bass. The conversion started off beautiful easily: all I really had to do was copy the patterns note-for-note from the Amiga mod, which I had open in OpenMPT as my Windows tracker. Below is a meeting alongside the two trackers open on the identical form - the first Amiga mod on the left, and my 3-channel Spectrum conversion on the right.

Note the 11.7 in the 3rd conduit of the Spectrum version. This is a “pitch glide down” consequence in Vortex Tracker syntax, which drops the throw by concerning a quarter-tone. It’s repeated on the next line, so the general consequence is a glide downward from the A# that leads in to the next bass note. The first Amiga mod does the identical item using its own syntax - those are the 202s you can see on the identical notes, at the base of the 4th track.

Using fair a sole “beep” audio for everything was adequate to inspect everything was working, and following a few weeks of hacking on it and re-arranging things in the evenings, I had a essential type which echoed amazingly fine for a archetypal draft:

I have to provision a particular citation to this forum article which was a enormous assistance getting me started. It’s likely the finest introduction to Vortex Tracker I’ve established - many, many gratitude to the first author for taking the period to compose it all up!

The genuine difficulty was making it audio as near to the first as possible. That meant construction up a archive of better-sounding samples for the distinct parts, and making extended use of Vortex Tracker’s “ornaments”. Vortex Tracker comes alongside a awesome choice of sounds, and fortunately I’m additionally a weirdo who likes to hear to chiptunes in the backdrop during I work! So whenever I established item particularly enticing, I submitted it distant for afterward pilfering inspiration. A Vortex Tracker example isn’t really a “sample” in the Amiga awareness of a recorded audio - it’s a definition of how a note sounds, one row per frame. Each row can mix in a spirit or the pale noise generator (useful for snare effects and suchlike), alongside alongside assorted another parameters.

Ornaments, on the another hand, provision you additional authority complete what throw a note plays - and this enables really helpful tricks akin “arpeggio chords”. For example, an ornament of 0,4 makes the conduit toggle quickly (25 times a second) between the note being played and the one 4 semitones complete it. It happens so quickly that it appears much akin two notes played at the identical time, which method you can build up full-sounding triad chords using lone two channels. Take the beginning chord in my completely converted version, Cm: It plays C in the archetypal conduit and the insignificant 3rd (D#) in the second, afterward I use an ornament to the second conduit to bring it up 4 semitones to the 5th (G). That gives all three notes of the chord, during keeping the 3rd conduit liberated for another parts.

As fine as making much additional productive use of the constricted 3 channels, this additionally gives Spectrum music that trait “warbling” sound, which I discover really appealing in a retro benevolent of way! Between tricks akin this and samples that mix tones alongside pale noise (to create a blended “bass-snare” sound, for example), I managed to condense the complete track downward to 3 channels. Many months later, I have to say I’m really pleased alongside the final result.

Playback

The first location that was residence to Vortex Tracker, records and another resources appears to be offline at the moment. I managed to catch a copy of everything I needed from archive.org - you’ll desire the PTxTools.7z document for the playback routines discussed here.

The playback was uncomplicated in theory: As this overview notes, you basically fair drag in the participant routine, contain your component document and call the playback regular formerly per example in your chief loop. The capture is, none of the origin code versions supplied in the archive worked alongside my Pasmo assembler. Fortunately, there is a pre-compiled binary entity shipped alongside the origin (VTII10bG in the PTxTools/PT3Play directory). This fair have to be loaded in at location $C000 - this cannot be changed, as it has many of complete addresses baked in.

My code to grip component playback now looks item akin this, alongside the binary component loaded in place:

; Define the commencement location of the participant regular and functions we need player EQU $C000 ; hard-coded org location of binary player plinit EQU player+3 ; init function in docs, component location in hl plplay EQU player+5 ; perform and move on one frame ; from the docs - this "analyzes PT3 component header and prepares  ; corresponding note and quantity tables" ld hl,moduleimg call plinit ; chief loop hold: halt call plplay call scroll ; another effects / routines go here... jr hold moduleimg: incbin "assets/music.pt3" 

This brings me to the chief event. No self-respecting cracktro is complete without a starfield!

My first, naive method to the traditional starfield consequence was to dispersed random stars throughout the screen, afterward move downward all scan-line applying the identical rl trick I’d used for the scroll-text. I figured I could get parallax by shifting all row a distinct amount: One pixel for the archetypal row, two for the second, three for the third, afterward rear to one again, all the way downward the display to provision the belief of multiple “fields” of stars moving at distinct speeds.

It turned out there were two important problems alongside that approach. Firstly, shifting an complete row smeared any alternatively was on it alongside alongside the stars - which I’d expected, and had submitted distant as a issue for forthcoming me. The bigger matter was speed: by the period I’d completed the archetypal three rows I’d already performed hundreds of change operations, and it was nowhere near accelerated adequate to fit inner a sole frame. Everything crawled throughout the screen, and the music playback slowed downward so much that you could really comprehend the arpeggio ornaments warbling distant as distinct notes.

Clearly I was going to have to keep track of the idiosyncratic stars instead. I established this routine, which was more-or-less what I had in intellect and started me off alongside the idea of a construction to clasp the province of all star. It additionally uses a screen location lookup much akin the one from “Break Into Program”.

That got things moving, but the co-ordinate lookup and tracking proved costly to do (it has to run for all star, all example as fine as keep track of the old stance for erasing) and I’d been ignoring the bigger inquiry how to display material on top of the starfield. My first idea was merely to diagram the stars and afterward coat content complete them all frame, which blew the example prosperity fair as comprehensively as my archetypal attempt.

If I wanted item additional engaging than an bare starfield, I’d have to keep track of which cells were occupied by content and evade example stars in them in the archetypal place, fairly than over-painting them all time. After many of scribbling in my notepad and visualising rows of bits, I eventually solved the two challenges by “cheating” fairly liberally.

So now, I don’t create a random starfield at all. Instead, I built a array of pre-calculated Y and X stance pairs:

stdata: defb 109, 25, 88,182, 42, 96, 155,226 defb 59,254, 137,169, 160, 84, 125,193 ; ... and so on, for 32 stars ... 

This saves faffing concerning alongside an RNG, and formerly I have a layout that looks fine I cognize it’ll continually appearance good. I can additionally “fudge” things and justify no two stars portion the identical y co-ordinate which sidesteps a entire category of problems akin stars sharing a scanline, and having to agreement alongside them overtaking all other.

The “random” layout is generated by a uncomplicated Ruby script:

#!/usr/bin/env ruby PAIRS = 32 PER_LINE = 4 # pairs per line Y_RANGE = 40..175 # exclude rows taken up by my logo & bars X_RANGE = 0..255 raise "y range too small" if Y_RANGE.size < PAIRS # no copy y values ys = Y_RANGE.to_a.sample(PAIRS) pairs = ys.map { |y| [y, rand(X_RANGE)] } pairs.each_slice(PER_LINE) do |row| body = row.map { |y, x| format('%3d,%3d,', y, x) }.join(' ') puts "defb #{body.chomp(',')}" end 

When the regular initialises, I change those co-ordinate pairs into a array that tracks the province of all star. So fairly than storing a stance and translating it to a display location all frame, all of my celebrity records now looks akin this (offsets from the basis address):

STSCR EQU 0 ; display location of the byte the celebrity is in, e.g. $4123  STOCC EQU 2 ; a pointer to the "occupancy check" array cell STMASK EQU 4 ; the star's bit pattern, e.g. %00010000  STSTEP EQU 5 ; "speed" - num. of pixels this celebrity travels per frame 

The key item is that there are no X/Y co-ordinates at all. For all celebrity I shop the display byte it sits in and the bit disguise inside that byte, so it’s already in the form the display writes need. That method no location conversion per frame, fair uncomplicated bit shifting and rotation.

Moving a celebrity is afterward deceased simple. I rotate its disguise remaining alongside rlca, and whenever the bit rotates out of bit 7, it lands rear in bit 0 alongside the transport emblem set. That’s the indication I need to move the celebrity one character division to the left, which is among the “cheap moves” from earlier.

Because I’m tracking which division all celebrity is in, the collision inspect comes nearly for free. That’s what the second pointer is for: STOCC (Star Occupancy) moves in stage alongside STSCR through a array holding one byte per character cell. The “typewriter” regular sets a byte to 1 for all division containing a content character or the cursor, so checking whether a celebrity is hidden rearward content is a sole or instruction. If the division is occupied, I skip example the celebrity but transport on rotating and strolling it alongside until it reaches a division anywhere it can be displayed:

ld l,(ix+STOCC) ld h,(ix+STOCC+1) ld a,(hl) ; A = the occupancy inspect for this cell or a ; test A against zero jr nz,stmove ; it's occupied, so depart the display alone 

Parallax is motionless handled by moving all celebrity a distinct figure of pixels per frame, but the disbursal is a lot lesser this period as I’m lone touching the cells the stars really occupy, fairly than all byte of all row.

A few likelihood and ends that didn’t justify a division of their own…

VU Meters

Some kind of explanatory display bouncing alongside alongside the audio playback was another average first demo trope. I did initially regard a real-time explanatory equaliser, but that would have been far too complex, likely in conditions of spare cycles per frame, and definitely in conditions of my constricted mental capability at this point! So I settled for a uncomplicated set of bouncing meter bars instead.

It’s value a citation mostly since it gives me an excuse to nexus to the notable chibiakumas website! I fair affection the delayed 90s web scheme on display - one can contend that readability and accessibility obtain a hit, but it’s fair so much fun to encounter a location that motionless looks akin this. It’s a apparent labor of affection and there’s a prosperity of satisfied there as well, if your eyeballs are up to it.

Their guide on Making Sound alongside the AY-3-8910 was what showed me how to get the data I needed to diagram the meter bars. The examples compose a enroll figure to $FFFD to choose a register, and I realised that formerly a enroll is selected, I could use the in education to peruse its value rear out alternatively of penning a new one. As the leaf says, R8, R9 and R10 clasp the conduit amplitudes, so they nourish nicely into the height indicator for example a bar. Getting the amplitude for conduit A is afterward as uncomplicated as:

 ld a,8 ; Channel A register call ayread ; ... remainder of code current ... ayread: ld bc,$FFFD ; Register choose port out (c),a in a,(c) ret 

Twinkle, Twinkle, Little Star

This is a uncomplicated consequence that makes the header logo a small additional interesting. I’m not certain anywhere I initially got the idea - I’ve certainly seen item akin it on a few delayed 80s/early 90s demos, though. All I wanted was to choice random celebrity dots in the logo backdrop and enliven them.

Here’s the header depiction loaded in ZXPaintbrush alongside the character division grid showing. By blessed chance, there are four stars which all sit neatly inner a sole character division alongside adequate surrounding space, so they can be used to provision an animated “twinkle” consequence by example a cross out from the centre item and rear in again.

These dots map to the following co-ordinates, which mark the top scanline of all fully-grown celebrity (two pixels up from the centre):

twkdata: defb 1,5 ; char row 0, col 5, centre y=3 ink 5 defb 1,20 ; char row 0, col 20, centre y=3 ink 1 bright defb 26,7 ; char row 3, col 7, centre y=4 ink 4 defb 25,22 ; char row 3, col 22, centre y=3 ink 6 bright 

The “twinkle” regular itself is uncomplicated enough: it adds a pixel on either axis to develop the star, waits a few frames, afterward shrinks it rear downward again. The engaging bit was how I made the twinkle command pseudo-random. Remember that my starfield was entirely pre-calculated from a data array generated by a Ruby script, which meant I’d never really needed a random figure generator in assembly. From Jonathan Cauldwell’s “How To Write Spectrum Games” e-book, I established another awesome “hack” which merely walks through the commencement of the Spectrum’s ROM, picking out random-looking bytes as it goes. As he says, he uses it in most of his games, and it does the job in a really uncomplicated way - as lengthy as you remain below the obstacle of structured, repeating data that sits 8Kb into the ROM.

twkrand: push hl ld hl,(twkseed) ld a,h and 31 ; keep it inside the archetypal 8k of ROM ld h,a ld a,(hl) ; the "random" byte inc hl ld (twkseed),hl pop hl ret 

Out Of Space

About midway through penning the intro, I hit a fairly predictable problem: I had run out of memory. In an attempt to keep everything self-contained in one obstacle of code, I was pulling all of the resources (the display background, the participant binary, the music document etc.) into the program itself, and afterward using the ldir obstacle copy education to move all one into its accurate location. Since that meant efficiently storing all obstacle twice, and the participant regular had a hard-coded commencement location of $C000, I quickly ran out of area and my code started crashing into the playback routine. The simplest choice was to divided things out into distinct code blocks, burden all one immediately to the location it needed to live at, and cover the lot in a multi-stage BASIC strip loader:

10 CLEAR 32767 20 BORDER 0: PAPER 0: INK 0: CLS 30 LOAD "" CODE 40 LOAD "" CODE 50 LOAD "" CODE 60 RANDOMIZE USR 32768 

This loads the chief program, afterward the participant regular immediately into $C000, and eventually the backdrop display direct into display memory. It does average the backdrop starts appearing before the demo has completely loaded, but as I ideate most group volition be seeing this operating in an emulator or on my TNFS site, it doesn’t really matter. Plus, at this item I was in danger of disappearing downward yet additional rabbit holes (I motionless really desire to activity out how to do multi-colour border effects!) and I’d never have got this item released.

This entire project is a really weird one to appearance rear at. On the one hand, I’ve fulfilled a younker ambition and have item I’m extremely arrogant of. It’s additionally beautiful different these days to end up alongside a binary anywhere you can say beautiful much what all sole byte is doing and the narrative of how it got there. But on the another hand - I now have an answer for why I don’t code in assembly: It’s since I value (what’s left) of my sanity! The item is, in command to compose code akin this you have to commencement thinking akin the device itself. You have to visualise the registers and the position flags flapping away, graphics as lines of bits slotted into different orders, loops and conditionals as binary logic and so on. Getting this near to the hardware certainly brought concerning a greater awareness of attachment to the hardware of my childhood, and it’s uncomplicated to see why gathering coders and sceners get so passionate concerning it. That said, I’m in no hurry to commencement re-writing my build of activity in assembly!

The projects I really bask are those that provision me an excuse to study item for the sheer hell of it, and to dilatory downward a small from the ever-increasing speed and demands of the contemporary activity world. Going rear to Z80 code is likely concerning the furthest I could have taken this, abbreviated of going into hardware hacking. I established it at times an intriguing puzzle, frequently a frustrating exercise that nearly had me throwing in the towel at multiple stages. This project has certainly taken the longest to go from the “idea” phase of any stated characteristic to any benevolent of meaningful output.

True, I didn’t expend all day of the final twelvemonth operating on it - my genuine coding period was likely lone a few hours complete a brace of evenings a week. But I’ve certainly been thinking concerning it and pondering it most days (as my dogs volition attest). The biggest breakthroughs and “aha!” moments normally didn’t arrive from rearward the keyboard; they came from scribbles in my notebook and thinking concerning processor states during doing item unrelated.

It has nevertheless stated me enormous appreciation and regard for the coders who drag this material off and create it appearance easy. And that goes twice for those kids and area coding superstars who managed all of this rear in the 80s, and had to activity it all out by test themselves. I lone managed to get this far since of many books, online tutorials, GitHub repositories alongside example code, YouTube videos… I can’t ideate how much longer this would have all taken me if the lone resources I had were my Spectrum, a cassette strip recorder and a notepad.

So, as I diagram a row under this project - for now! - I lift a glass, and in the words of h0ffman: “Shout out to the hackers, graphicians and protrackers.”

Cathy Valentine misplaced her job as a transformation guide in 2023. After three years struggling to discover a comparable full-time job, the 61-year-old is now a prep chef at a cafe. She stated she earns concerning an eighth of her former salary.

"It fair feels akin I tried to do everything correct and I motionless am stuck," stated Valentine, who lives in Florida.

Some older workers who endure their jobs can oversee to retire, during others discover a comparable function fairly quickly. But those who don't hazard getting stuck in a job search that drags on for months or equal years — and is getting longer.

On several metrics, older Americans are doing fair fine in the job market. As of September, older workers had lesser unemployment rates than younger workers, and whenever they were jobless, the median dimension of that unemployment was shorter.

But those figures obscure a worse trend for older job seekers. While fractional of 55 to 64-year-olds were jobless for a comparatively low three months, the group's average unemployment duration was additional than eight months in September. That method several older workers have been unemployed for so lengthy that they're pulling the average way up.

The gap between the average and median has widened in latest months, suggesting the longest job searches may be expanding equal longer.

In September, concerning 173,000 unemployed Americans ages 55 to 64 had been out of activity for at smallest six months, and several are facing far longer stretches of unemployment. A Bureau of Labor Statistics inspection established that lone 57% of workers ages 55 to 64 who misplaced their long-held jobs any period between 2023 and 2025 had established new jobs as of January 2026. By contrast, 73% of workers ages 25 to 54 who misplaced long-held jobs in that duration had established new work.

Some older workers may have taken their job defeat as a sign they should retire. But for others, it marked the commencement of an uphill battle to discover another job.

The battle to get hired following 50

As their searches drag on for months or years, older job seekers akin Valentine frequently accuse age discrimination for at smallest part of their struggles.

Thomas Heep, a Denver inhabitant in his 60s, has been searching for full-time activity since losing his operations director function in April 2025. He's struggled to pay his bills and filed for bankruptcy before this year.

Heep suspects several employers may favor younger job seekers complete person his age since they concern he won't remain in the workforce much longer.

"Even if a business loves my résumé, accomplishment set, and activity history, they're going to appearance at my age and go: How lengthy is he going to stay? He's near to withdrawal age. It's too risky." he said.

Other older workers doubtful their pay expectations may be operating against them.

A erstwhile Big Tech employee in her first 60s who misplaced her job final twelvemonth stated she worries her years of cognition may put her at a disadvantage compared alongside younger candidates consenting to obtain lesser pay.

"There's so many group getting laid off at this item who are younger, consenting to obtain these ridiculously low salaries alongside no benefits," she said.

While several investigation suggests age bias plays a function in hiring, proving it in any idiosyncratic case can be extremely difficult. And for older job seekers who doubtful their age is holding them back, there's frequently no apparent way to addressing the problem.

When finding another job feels out of reach

For several older workers, a prolonged job hunt eventually leaves them alongside two options: resolve for lower-paying activity or provision up looking altogether.

Jon McCarty spent 18 months trying to discover another software engineering job following losing his function in 2022. Earlier in his career, it typically took him concerning a duration to discover a new job. But he stated that as he got older, his stretches without activity grew longer.

McCarty, who's in his first 60s and lives in Virginia, eventually took a part-time cashier job at Home Depot. He's arrive to accept he'll apt never come back to his erstwhile career.

Steven Fielding, 58, has been laid off additional than five times during his occupation in tech communications. He's been looking for activity since April and stated the occupation gaps complete the way of his occupation have taken a toll on his finances, leaving him alongside small in savings.

Fielding, who lives in Washington state, stated he's trying to modify to the changing job market, including by evolving his AI skills. He suspects his age may be contributing to his difficult search, in part since he believes several employers favor younger workers who are consenting to obtain lesser salaries.

Still, he's expecting his decades of cognition can assistance him district another opportunity.

"It's akin my home is downward to the basis and I'm going to have to rebuild again," he said. "It's beautiful daunting to think about."

Do you have a narrative to share? Reach out to the newsman via email at jzinkula@businessinsider.com, or via Signal at jzinkula.29.

The white-collar sector is doing additional alongside less.

While the figure of total jobs has slid in industries akin finance, tech, and expert services, output has been on a tear. Gad Levanon, the chief economist at the Burning Glass Institute, examined how occupation in white-collar-heavy sectors compares alongside genuine gross family product.

He wrote in a Substack part that occupation in finance, insurance, information, and expert and endeavor services is collectively downward approximately 2% since the end of 2022, during genuine output for these sectors has soared by 16%. The ongoing dilatory decrease in occupation for this collection goes against historic patterns and highlights how workers and job seekers are facing a mostly frozen, low-hire, low-fire job market.

"A expanding portion of the activity businesses used to get done by consultants, contractors, call centers and their own back-office personnel is now delivered by software, haze and IT firms, which create far additional per employee and add nearly no staff," Levanon told Business Insider. "That is why the sector's output keeps rising during its hiring has stopped."

The divergence additionally risks breaking the traditional nexus between financial growth and rising fortunes for mundane Americans. "Even a strong, continual growth in GDP may not translate into jobs for people, may not translate into a higher norm of existence for group as well," stated Cory Stahle, an economist at the Indeed Hiring Lab.

People looking in these kinds of sectors may be having a challenging time. "It's crucial to recall for these job seekers that a occupation is not necessarily built complete the way of two or three years," Stahle said. "It's normally built complete the way of two or three decades. So what the form is now could effortlessly change a brace of years from now. So it's crucial to be reactive but not overreact to what we're seeing in the data, either."

Levanon stated on Substack that there's petition in these white-collar fields, but firms can encounter it alongside small workers. Part of that could be because of employers shifting their priorities toward leveraging AI. Levanon stated "the back-office and younger tasks" that AI performs finest at are concentrated in the white-collar sectors he looked at.

Dante DeAntonio, elder director at Moody's Analytics, earlier told Business Insider that the deficiency of hiring in white-collar sectors is mostly because of doubt about financial guideline and AI. Other job market experts have noted that in Big Tech, employers pulled rear following the pandemic-era hiring surge. The job market's woes can be particularly difficult for group who deficiency years of experience.

"Firms, I think, are certainly diving in alongside the two feet, trying to discover ways to acquire effectiveness from AI," DeAntonio said. "And certainly the archetypal domino to autumn is apt to be a pullback in hiring amongst younger workers, new university grads, positions anywhere firms think they power be capable to get several uptick from AI, and several kind of replacement value from AI."

Whether companies are really additional productive since they're incorporating AI tools remains a question. Eric Kutcher, a elder partner and place of McKinsey North America, lately stated that there are individual efficiency increases, fairly than institutional-level gains.

"You have group that are getting additional productive as individuals, but they're fair changing several of the activity that they're doing," he said.

Bureau of Labor Statistics data showed broad labor efficiency has increased, but not at a wildly accelerated clip.

"We have seen that things have slowed downward in the final few years, but output per employee and efficiency was climbing equal before we saw ChatGPT and AI starting to arrive onto the scene," Stahle said. "To me, that says that AI is part of the narrative here, but not the complete story. This is part of a longer-term trend."

Have you been job searching in these white-collar sectors? Have you had to create a occupation pivot? Reach out to this newsman to portion what that's been akin at mhoff@businessinsider.com.