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What happened

Meta Engineering’s official engineering blog published Migrating Data Ingestion Systems at Meta Scale, a May 12, 2026 post about replacing the data-ingestion architecture that moves social graph data from one of the world’s largest MySQL deployments into Meta’s data warehouse.

The post is interesting because it treats migration as a production-systems problem rather than a one-time cutover. Meta’s ingestion system incrementally scrapes several petabytes of social graph data from MySQL every day and feeds analytics, reporting, machine learning training data, and downstream product workflows. The legacy architecture had been customer-owned pipeline heavy: workable when the system was smaller, but increasingly unstable as scale grew and data landing deadlines tightened. The new architecture moves that responsibility into a simpler self-managed warehouse service, but the hard part was not only building the new path. It was moving 100% of the existing workload without corrupting data, increasing latency, overrunning capacity, or leaving consumers to discover defects.

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Techmeme surfaced this May 26, 2026 story in its Human Archive cluster, and the direct source used here is Ivan Mehta’s TechCrunch article, This startup is betting India’s gig economy can train the world’s robots.

The interesting part of Human Archive is not only that it raised \$8.2 million. It is that the company turns a familiar AI bottleneck into a labor-market story. Robotics companies and frontier AI labs need enormous amounts of real-world data showing people doing ordinary physical work: cleaning, cooking, handling tools, moving through homes, restaurants, hotels, and factory-like environments. Human Archive’s bet is that India’s gig economy can become a scalable data layer for that work.

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Coinbase lays off 14% (Blind)

• 0003wnzl (Walt Disney): " We’ll also be experimenting with reduced pod sizes, including “one person teams” with engineers, designers, and product managers all in one role." DAMMMMMM
• oasis2025 (Microsoft): isn’t this the same CEO who said every new hire needs to be approved by him and should have an extraordinary talent like medals and shit?
• TBjy63 (Amazon): Coinbase should be a money printer. Why do they need to lay people off?

I say 3 years before SWEs have NO JOB lol (Blind)

• NYXa24: If SWEs have no job, then someone nontechnical can 1 shot prompt software. If that happens, AGI has already been achieved and nobody will have a job. Before AGI is achieved, and while AI gets better, plenty of SWEs will be needed. Much less than before, yes, but plenty because you can’t 1 shot prompt software. If you’re at a point where you think all you’re doing is pressing enter and agreeing with every Claude Code prompt, then unfortunately you’re one of the SWEs the market is trying to phase out - you’re not needed.
• oFdS82 (Google): OP is correct. I’m a non swe and I’ve had SWEs say to me “wait wtf you built THAT??!” Like they are seriously impressed lol. I can just do shit that takes teams of 20 engineers weeks. Is it production grade? No idea, probably not. Doesn’t matter. Speed is king. There are people who say “oh, AI will create an abundance of jobs. One engineer does the job of ten so instead of laying off the 9 let’s just assign them to other projects” 😂 this is false. They will 💯 get laid off in the guise of AI.
• lkgukg (Rubrik): Y’all are paranoid. Short term the total number of jobs will go down. Long term it will come back to normal. Cost of software will go down. Companies will make more products, more engineers will be needed to make more products. 5 engineers making V1 of a product goes down to 1 engineer. Scale the math. Multiply total number of products. Things will get more competitive making our lives painful.

Google CEO Sundar Pichai says booing graduates will shape AI’s future — and live with its consequences (r/technology)

• mechy84: Boo this man!
• your_catfish_friend: This headline is very confusingly-worded. The graduates are getting booed, which shapes AI’s future? Or the graduates are booing themselves?
• 71-HourAhmed: “I have bet the entire company on this technology. My career, reputation, and history’s view of my tenure as CEO are inextricably linked to AI. You should embrace it. You’re making me look bad!”

99% of CEOs Expect AI-Driven Layoffs in the Next Two Years (r/technology)

• skccsk: Interesting that the CEO role continues to be unreplaceable by AI according to CEOs.
• According_Jeweler404: 99% of CEOs Expect to Use AI as Smokescreen for Layoffs in the Next Two Years
• Belyal: 9 out of 10 CEOs also admit that AI driven efforts have yielded no added gains to productivity…

Chrome proposes new APIs: Declarative partial updates (r/programming)

• Even_Scheme_3080: so Chrome is basically proposing we do less JavaScript to update the DOM — and somehow this is controversial
• sojuz151: A really clear explanation and a demo that shows why would we even need this. Anything that can be used to replace Javascript is a win for me
• Lachee: I hate google just comes up with new standards and now it’s up to everyone to catch up. It’s IE all over again

Jira IS Turing-complete (r/programming)

• Popular-Awareness262: jira workflows can simulate a turing machine but god forbid you need to transition an issue back one step lmao
• gimmeslack12: Wait, this isn’t the right epic. You need to put this in a story and then clone it into the current sprint. Make sure you set velocity points and to use the appropriate team so that it doesn’t go to the backlog. Also make sure that the infra members are added as watchers and assign the ticket to on-call. Make sure they’re tasks and not bugs.
• ChemTechGuy: I always like these posts, well done. Knowing the community, someone will get Doom to run on jira in a couple weeks

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What happened

Databricks’ official blog published Observability for any agent, anywhere: Production-ready tracing with OpenTelemetry & Unity Catalog on Databricks, a May 22, 2026 post about treating production AI-agent traces as governed lakehouse data rather than as short-lived telemetry locked inside a separate observability tool.

The post is interesting because it frames agent observability as a data architecture problem. Traditional observability systems are good at operational questions such as whether latency or error rates are rising, but AI agents produce unusually rich traces: prompts, responses, tool calls, retrieval steps, model selections, token counts, intermediate decisions, user feedback, and sometimes sensitive business context. Those traces are too valuable to discard quickly, too sensitive to scatter across unmanaged pipelines, and too analytically useful to leave in systems that were designed mainly for logs, metrics, and dashboards.

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Techmeme surfaced this May 25, 2026 story in its Techmeme cluster, and the direct source used here is the Vatican’s May 15, 2026 encyclical, Magnifica Humanitas.

AI as a question of power

The most interesting part of Magnifica Humanitas is that it does not treat AI mainly as a product category, a productivity tool, or a near-term policy problem. It treats AI as a test of who gets to shape the conditions of human life. That makes the document much broader than a normal technology-policy statement, and it explains why Techmeme’s cluster drew in everything from straight news coverage to arguments about Anthropic’s presence at the Vatican.

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Microsoft basically told employees you all suck this year (Blind)

• hkhgtf (Amazon): Billionaires are weaponizing AI against the middle class.We need to elect a govt that would standup for the greedy billionaires. Vote socialist democrats.
• ohanal (Salesforce): They know the job market sucks, they could easily get away without any increase at all, which seems what they actually did.
• LRWPT21 (Microsoft): Rewards portal has been open for managers since 5/21. Adding screenshot of instructions received. What a joke.

Meta is dead. Morale is dead. (Blind)

• aint shit (Amazon): It is a gross company. Why would you expect anything different?
• avgbeing (Apple): They fired and saved what? 3-4B annually?
• rQmp05 (SpaceX): Stop being an idiot, there is no overarching mission at Meta , there hasn’t been for decades it’s been dog eat dog TC maxxing nonsense. Name one internally developed product in the last 5 years that yall have successfully scaled.

Ordinary WiFi can now identify people with near perfect accuracy (r/technology)

• swollennode: Yeah we know there are a lot of research being done with this. This require the WiFi router to have the firmware necessary for mass adoption. This is probably why the FCC was banning routers and allowing others to go through.
• Bainik: This is super unsurprising. There have been proof of concept level papers about using wifi hotspots for keystroke detection on nearby keyboards for a decade or so. The jump from there to here seems extremely small.
• SoggyFist: With all the shit on my desk? Nah

Americans’ AI hate wave might just be gathering steam: Data centers could hike power costs in some states over 50% by 2030 (r/technology)

• not_right: Needs to be the law that if you want to build a data centre you also have to build the (sustainable) power supply for it.
• Alternative_Swan_497: But just think about how much wealthier the ultra-rich will be!
• Yakety_Sax: Can someone please explain to me why we are subsidizing the increased strain on the grid instead if just having the Data centers pay more?

Stop trying to make Grok happen — Reuters report suggests government and enterprise customers don’t like xAI’s chatbot. Does anybody? (r/technology)

• Silicon_Knight: Don’t look at the spaceX IPO then. lol. Their whole plan is 90% of revenue coming from Grok with something like 70T in value lol.
• inotocracy: I’d say its ability to analyse social media content (twitter) in real time, whether it be text, images or video is pretty impressive.
• Doomu5: It’s quite funny when people use it to fact check Musk.

Agent Use is gonna drop off a cliff once its all usage based (r/ExperiencedDevs)

• Eliarece: As a developer from a third world country, it has been very depressing to see American compagnies spend the equivalent of my yearly salary on one month of token for one dev
• aitchnyu: But the companies got a time window when people generated Rube Goldberg machines they cant understand nor update by hand.
• SinbadBusoni: Well, it wasn’t fun while it lasted.

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What happened

Anthropic’s official research blog published Project Glasswing: An initial update, a May 22, 2026 post about the first weeks of its effort to use Claude Mythos Preview and related tooling to find vulnerabilities in systemically important software before similarly capable models become widely available.

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The Pragmatic Engineer surfaced this May 20, 2026 article, and the original post is Google Cloud deletes Australian trading fund’s infra.

A backup outside the blast radius

The story is alarming because the failure was not a familiar cloud outage. It was not a data center burning down, a region going dark, or a bad deploy taking one product offline. According to The Pragmatic Engineer’s recap, Google Cloud accidentally deleted UniSuper’s cloud subscription, and that administrative mistake removed the data associated with it. UniSuper had replicated across two Google Cloud regions, but the replica lived inside the same provider-level blast radius, so it disappeared too.

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Meta execs can opt out of AI surveillance. Everyone else can’t. (Blind)

• MedusaJ (Microsoft): Cancer eating itself
• AWildWorld (Apple): No leadership does not care about employee petitions
• MSatyta (Microsoft): Time to unionize MetaMates or just keep having layoffs

Meta pulled Thanos on Managers (Blind)

• Reqarded (Robinhood): Good, managers are useless
• rkigxvwkfi (Netflix): No more human bloat, thats good
• chitumbigu (Snap): So if they’re not technical they’re cooked? Lmao

Microsoft reports are exposing AI’s real cost problem: Using the tech is more expensive than paying human employees (r/technology)

• sunnyshorescreative: Which probably explains the layoffs in these companies investing heavily into using AI
• Shiningc00: In the end these are all LLMs where they’ve hyped it into thinking we’ll get AGIs.
• NoScallion2856: Imagine firing thousands of actual people just to end up losing money on a chatbot.

Reddit stock drops 6% after Meta launches standalone app for online forums / Reddit’s stock is now down almost 40% this year despite a strengthening online ad business (r/technology)

• polkadanceparty: lol. I can’t wait for every facebook person to stay on facebook and leave reddit
• lockwolf: Ahh, the Reddit killer from Meta. Like Threads was supposed to be the Twitter killer from Meta
• darw1nf1sh: Reddit’s downfall isn’t directly related to a FB app. It is related to their own mismanagement.

Starbucks scraps AI inventory tool after nine months (r/technology)

• surfnfish1972: The worst part of all this, AI does not even fookin work!
• NoScallion2856: Imagine spending billions on AI just to lose a fight against a bottle of milk.
• vortexmak: What are you talking about,  it correctly identified “Not a hotdog”

If you use the “Get Shit Done” (GSD) AI tool, you need to migrate immediately (Original creator rug-pulled) (r/ClaudeAI)

• martin1744: gsd: get shit deleted
• Firm_Meeting6350: thanks for sharing, seriously!
• terraslate: he definitely got shit done.

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What happened

Microsoft’s official Security Blog published Introducing RAMPART and Clarity: Open source tools to bring safety into Agent development workflow, a May 20, 2026 post about turning agent safety from an occasional review into a set of engineering artifacts that can live in a repository, run in CI, and evolve with the system.