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Techmeme surfaced this May 22, 2026 story in its green-card process cluster. The direct source used here is USCIS’s May 22 announcement, U.S. Citizenship and Immigration Services Will Grant “Adjustment of Status” Only in Extraordinary Circumstances.

Immigration policy as technical infrastructure

USCIS says it has issued a new policy memo directing officers to treat adjustment of status as an extraordinary form of relief. In plain terms, the agency is saying that many people who are in the United States temporarily and want a green card should pursue consular processing through the Department of State outside the country instead of shifting to permanent-residence processing from inside the United States.

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What happened

Microsoft Research’s official blog published MagenticLite, MagenticBrain, Fara1.5: An agentic experience optimized for small models, a May 21, 2026 post about codesigning small specialized models, an execution harness, and a user-facing agent application for workflows that cross the browser and a local file system.

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Techmeme surfaced this May 22, 2026 story, and the original source is NIST’s May 21 announcement, Department of Commerce Announces Letters of Intent With 9 Companies for \$2 Billion to Accelerate U.S. Leadership in Quantum Computing.

Quantum policy is turning into industrial policy

The announcement is less about one quantum-computing winner than about how the United States wants to buy time and technical depth in a field that still has major engineering unknowns. Commerce says it signed letters of intent for 2.013 billion in CHIPS and Science Act incentives across nine companies. The money is aimed at domestic manufacturing capacity, research acceleration, and the path toward utility-scale, fault-tolerant quantum computers.

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Meta really hired me just to fire me during bootcamp (Blind)

• goatse.cx (Boeing): Your resume will be 10x stronger with meta on it, even if only there for a month
• team-snow (Snowflake): Were you a low performer during the bootcamp?
• iqbdh (Meta): Layoff was leaked 2 months ago and you still join? And no backup plan?

META Layoff Thread (Blind)

• meta7890 (Walmart): Anyone know what the criteria is? My husband who is a TPM got impacted and has exceeded expectations for his annual review 2 years in a row.
• Blink404: Ex-Microsoft with 400k TC? How? Spill it here.
• sadi_life2 (Amazon): I’m seeing a lot of Meta product managers being laid off!

After Town Bans Flock, Councilmember Crashes Out, Proposes Internet and Phone Ban / A Texas councilmember will propose “a total ban on all cellular and GPS-capable devices for all operations within city limits" and “a total termination of all internet services." (r/technology)

• SlapThatAce: Looks like someone needs to have an audit done on their finances.
• jamesdmc: Looks like somebody just lost out on a backroom payday.
• Choice-Ad6376: Why is buying local city/town leadership not prosecuted more. This is obviously bribery across the country. This seems like layups for state ads to prosecute. 

AI Is Too Expensive: AI is, as it stands, not economically viable for anybody involved other than the construction firms, NVIDIA, and the surrounding hardware companies benefitting from the irrational exuberance of a data center buildout that doesn’t appear to be happening at the speed we believed (r/technology)

• Glittering-Living585: nvidia gets paid whether AI works out or not. that tells you everything about who’s actually winning here
• woodpaulusgnome: Ecologically it would be an absolute disaster if the speed at which we are informed this expansion is taking place. It amazes me that plans can be made to build without the required resources in place.
• North_Penalty7947: To date, ed zitron’s claims are more accurate than those of scam altman or slop musk.

YAML? That’s Norway problem (r/programming)

• rminsk: Don’t use PyYAML. It is no longer maintained and only supports YAML 1.1. Try a different library like ruamel.yaml that supports YAML 1.2.
• jletourneau: Ontario is another one that hits this problem. The truthiest province.
• CrackerJackKittyCat: Ah, this generation’s New England ZIP codes in CSV vs Excel.

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What happened

Cloudflare’s official blog published Project Glasswing: what Mythos showed us, a May 18, 2026 post about testing frontier security models on Cloudflare’s own code and about the production workflow needed to turn autonomous vulnerability research into useful defensive work.

The post is strongest when it separates model capability from security-system capability. Cloudflare says Mythos Preview changed the kind of work a model could complete: instead of stopping after a plausible bug report, it could reason across smaller primitives, build an exploit chain, write proof-of-concept code, compile and run that code in a scratch environment, then revise the hypothesis when execution disagreed. That loop matters because vulnerability research is not only a search problem. A suspected flaw becomes operationally meaningful when there is evidence that it is reachable, exploitable, distinct from other findings, and worth the cost of remediation.

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The Pragmatic Engineer surfaced this May 20, 2026 podcast episode, and the original episode page is Why Rust is different, with Alice Ryhl.

Rust makes correctness part of the workflow

The episode is a useful explanation of Rust because Alice Ryhl does not frame the language as a prestige choice or a benchmark contest. She explains it as a language that changes where engineering effort goes. Rust asks developers to make ownership, lifetimes, error handling, and unsafe boundaries explicit earlier than many other languages do. That can make the first draft slower and the learning curve steeper, but it also moves classes of mistakes out of runtime debugging and into compiler feedback.

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Claude 5=Nuclear bomb (Blind)

• TheRealBoz (Meta): Even when using Claude to write most code, it hasn’t made people much faster. It also can’t function without a SWE. Even if the next model makes less mistakes and has a bigger context, still wont change the real bottlenecks.
• nhci (Amazon): Worst part is, someone with an MBA is going to see this and believe it.
• uqwH11 (Google): Not sure what you are smoking OP. It is still a mid productivity boost for anything reasonably hard, and nowhere close to replace actual SWE. It is not 10x, not even 2x for things which are hard and actually time consuming. Nobody cares how fast it can build crappy CRUD website or another HTML-based game nobody will play.
• AeJP42 (Indeed): The last time I asked Claude 4 to write me some unit tests it wrote tests for functionality that literally didn’t exist and then mocked everything so they would pass anyway, lol

I’m about to get laid off from Meta (Blind)

• muul (JUUL): For Meta you usually get 16 weeks of salary severance and then additional 2 weeks per year based on years of service. Whatever is not vested by your termination date is gone. Both of these are pretty standard stuff for tech.
• mstrchf117 (Google): It’s sad, how long did you work at Meta?? It’s a shitty thing to do after they make you grind leetcode during interviews.
• rWIT40: Just in case, I’d suggest signing up for Blind with your current company before you get laid off. That way you can actually see what’s going on after the layoffs.
• Vh31sK (Airbnb): Your post is confusing. Are you getting laid off or are you getting fired? These are not the same thing.

‘The Worst Leak That I’ve Witnessed’: U.S. Cybersecurity Agency Leaves Its Digital Keys Out in Public on GitHub (r/technology)

• thegooncity: The worst leak they’ve witnessed so far.
• scamdrill: Six months of GovCloud admin credentials sitting in a public repo named Private-CISA, in a file called importantAWStokens, and the official statement is “no indication sensitive data was compromised.” I mean, technically true — nobody needed to compromise it. It was just sitting there. Like a buffet.
• SparkStormrider: I wish I could say I am shocked, but the level of ineptitude in govt. at all levels is astounding. Just like in Trumps last stint as President. Rudy Guliani (sp?) was put over cyber security and they deployed a public facing SQL server with ZERO protections. It got owned in a few minutes after deployment. And that’s just one of what we know about…
• Imoutofchips: They chased away every competent person they had. Just crooks and idiots left.

Google Search as you know it is over (r/technology)

• bitskewer: How are they paying for this? Seems like they’re cannibalizing their ad referral business while providing zero-cost AI services. Surely this isn’t sustainable?
• jmonschke: The “enshitification” of Google search is not an accident. It was an intentional decision made within Google, because when you find what you are looking for on the first page, they can’t serve you as many ads.
• willieb3: The problem is that google is scraping websites and bypassing ad revenue that should go to websites. I used to want google to reach my website, but now there is legitimately nothing in it for me so I am actively blocking Google’s bots.
• NicolasCageFan492: We really had a good thing going before algorithms.

Gen Z’s AI backlash is getting louder (r/technology)

• Samski877: Gen Z graduating into a job market where companies want “entry level candidates” with 5 years experience while simultaneously replacing half the entry level work with AI is genuinely brutal timing.
• chriskot123: I don’t think this is specific to Gen Z…as a millennial, there is a TON of backlash from us (and even Gen x) as well.
• ischickenafruit: “AI is going to replace you and make me rich” is not exactly a winning message.
• SNTCTN: I love getting emails from people who clearly didn’t read what I sent and just had AI write a response for them.

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What happened

Google DeepMind’s official blog published Co-Scientist: A multi-agent AI partner to accelerate research, a May 19, 2026 post about a Gemini-based multi-agent system for generating, criticizing, ranking, and refining scientific hypotheses.

The post is interesting because Co-Scientist is not framed as a single chatbot that happens to know a lot of biology. It is an orchestration system that tries to copy part of the scientific method: generate candidate explanations, expose them to adversarial review, compare them against alternatives, revise them, and hand the researcher a stronger proposal. That makes it a useful example of agent design in a domain where a fluent final answer is not enough. The system has to manage uncertainty, novelty, evidence, and downstream experimental cost.

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Techmeme surfaced this May 20, 2026 story in its Techmeme cluster, and the original report is Sergiu Gatlan’s BleepingComputer article, GitHub confirms breach of 3,800 repos via malicious VSCode extension.

The developer toolchain is the target

The breach is striking because it did not start with an exotic cloud exploit or a direct attack on GitHub’s production systems. According to BleepingComputer’s report, GitHub said roughly 3,800 internal repositories were exfiltrated after one employee installed a poisoned VS Code extension. GitHub removed the malicious extension version, isolated the affected endpoint, and began incident response.

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META PLANS LAYOFFS IN 3 BATCHES GLOBALLY WEDNESDAY: RTRS (Blind)

• vNFr16: H1bs prioritized?
• xytcyiuo (eBay): Is anyone getting any work done with all this anticipation?
• UQu4gs6Z (Meta): Feeling anxious…
• GasonJ (Marqeta): Are debelopers affected though?

Is AI actually helping you ship faster? (Blind)

• rkigxvwkfi (Netflix): Only slightly in corporate setting because of review/planning/alignment/etc. much much faster for my side projects because i dont need any approval
• mXsM13: Everyone tells me how productive it has made them. I see 5000 line PRs left and right. But what is really being produced? Do any of the big tech sites have anything new and great? Are your releases bigger or better than before? I am just not seeing the end result.
• Ysbsbrb (Google): No because I just work less
• mUEm22 (eBay): coding is only a small part of software engineering. And most people don’t like AI documentation slop.

Data centers raise nearby temperatures by up to 4 degrees in Phoenix (r/technology)

• EntireBig7258: building data centers in phoenix and then being surprised they make it hotter is like building a fireplace in a sauna and wondering why it got warm
• justmitzie: Great idea. Build something that raises temps and also sucks up water. In the desert.
• torgofjungle: Ahh I see we want to remove what little water was left in Phoenix
• Slippery-ape: In Phoenix at that. Where Asphalt remelts.

Senator Adam Schiff Proposes Bill Requiring Data Centers to Pay for Own Power (r/technology)

• mattreyu: Sorry, what now? Why on earth would power-hungry private companies not have to pay for their own power?
• alchemyDev: How the hell isn’t this already a thing?
• Decimit-: What is this magical idea of the business paying for the things they use??!!!
• FriedWhy: This is outraging! What’s next? Making companies pay taxes? Pay workers livable wages? The left just does not know when enough is enough. /s

314 npm packages just got compromised, 271 @antv, echarts-for-react, size-sensor, timeago.js (r/programming)

• SupermarketAntique32: Just another tuesday for NPM
• Maybe-monad: the s in npm stands for security
• dark_mode_everything: Why does this keep happening to us asks only package manager where this keeps happening regularly.
• Independent_Image_59: Is it just me or major CVEs got way too frequent now?

Creator of C++: “AI-generated code isn’t ready - it generates more bugs, more bloat, more security holes, and is nearly impossible to validate” (r/singularity)

• OrkWithNoTeef: It would take at least two singularities for AI to understand C++ variadic template metaprogramming compiler errors
• jferments: Code that people write using AI tools is not “impossible to validate”. You validate it exactly the same way you validate code written by humans who aren’t using AI tools.
• SgtChrome: Love Bjarne, but mentioning specific problems like that will look shortsighted when, two models down the line, AI will inevitably not make those mistakes anymore.
• AddingAUsername: As someone that (for some reason) likes C++, I can definitely say that using AI is much harder for it and much more micro-intensive. It’s much harder to vibecode etc. so I understand where he is coming from.