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Techmeme surfaced Parameter’s October 28 disclosure, “Do the Math: How We Took Over ChatGPT Accounts.” The finding is a useful warning about modern web security: a sandbox can work exactly as designed and still fail when another feature creates an unguarded bridge around it.

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TIER LIST: The definitive AI company tier list based on 100% rational logic (Blind)

• DolundSr (Salesforce): All of ts doesn’t matter if 60000 of you are going to be laid off in S+ tier every year.
• qTdl02 (Microsoft): Microsoft S+? Pfft
• LEMAO (Microsoft): Stopped reading after I saw Microsoft on S+

Meta new hires are bad, really bad (Blind)

• pika chuut (Adobe): The interviewer bar is low as well. I had to once rebook an interview because the original dude spoke dothraki or some shit which made me wonder what’s really going on in this company did he become mental given the hunger games?
• nebuu3 (Meta): It’s largely because of how easy it is to cheat in interviews today. The worst engineers appear as the most qualified
• werkwerkw (ByteDance): All those reasons are true. I’ll add one: tier-A talents have already left, and now tier-B “talents” are gatekeeping so only tier-C’s can get in, only to be put on the chopping block for the next round layoffs. I left 4 years ago, and I don’t remember anyone on my old team who was remotely competent is still there. But the slackers somehow stayed.

My husband’s been acting weird since I got my OpenAI offer. (Blind)

• Daslocos: OP, I know this is about your husband and all, but you will get better advice from a therapist of something. Blind will only agitate you. Unless that’s what you want. Please share your prep.
• ixy (Miro): your husband just feels insecure… if you love him just reassure him a bit and everything will be fine with some time.
  
  For men, moments like this can cause anxiety because they feel not worthy of a woman more successful than them. To feel secure as a man again he just needs to realize other avenues besides career success.
• cCkivcg (Google): I get that you’re frustrated but you don’t have to put him on blast like this in front of strangers.

Microsoft is offering me a way out, and my wife is the one telling me to stay miserable.. (Blind)

• BabaBizzle (Amazon): Take the money, leave the wife. Take your side piece on a 6 month trip around the world.
• tipfloss (Amazon): Either take it now or get laid off in 3months
• JaYB41: She clearly doesnt understand. It is not easy to “just get another offer lined up”. Does she not see what’s going on right now in this industry.

I have to put the kid I’ve been mentoring on the layoff list (Blind)

• Lvsiick (Meta): He’ll be fine if he’s talented.
• qupwpphxv (ByteDance): It’s a dog eat dog world. No room for guilt in this world
• hXv65a (ex-Chime): How is laying him off the “obvious” choice? The person who is sucking up the most money in the team while producing worthless work is the person to be laid. Some “senior staff” guy who just likes the title but doesn’t do shit.
  
  I got promoted to staff recently and to my shock, nothing has changed. I thought staff would mean better work, more doors opening for me, my authority being valued. Nothing. It’s like they have to pay more and I was moved to the next band.

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An AI agent can pass through ordinary security controls yet still reveal its intent in the trail it leaves behind: its reasoning, tool calls, network activity, and effects on the environment. OpenAI’s official Alignment Research blog describes a production monitoring system built around that observation. The system watches frontier agents during training, evaluation, internal use, and selected external deployments, escalating ambiguous signals through increasingly expensive layers until software or a human responder can decide whether to intervene.

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Techmeme surfaced Will Manidis and Joe Roberts’s October 29 essay, The Commanding Heights. It asks a sharper question than whether artificial intelligence will create enormous value: who will be able to collect a durable share of that value after capable models become cheap and widely available?

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Wishing for an AI crash (Blind)

• prepprep (LinkedIn): Dude if ai crashes we will have way more layoffs. Ai bubble is what is keeping the economy afloat.
• RsSk84: This post reminds me why I left blind
• y00: Bubble is over inflation of valuation. AI will stay but book value will be erased.

Non-engineers at Ramp wrote 7000 pull requests last quarter (Blind)

• bad.wifi: Good luck debugging that ai slop shit
• Mnkmode (ex-Meta): PR count is one of the most useless metrics
• JXaK48 (Oracle): Sure. Hire people with only soft skills and by the time it has to be put in production they will jump off to another company

OPENAI L6 EM vs GOOGLE L8 Director (Blind)

• lamenter: Openai is giving you a 10M grant?
• prepprep (LinkedIn): Open ai, more opportunities will open u.
• honeyBun🍾 (Meta): Go for OpenAI. Clearly you are very skilled and in niche area based on offers/comments. This is going to expedite your financial freedom goals (if you aren’t already there) and its pretty good over here. Lot of work but people are motivated.

Reddit will force everyone to log in / Reddit is becoming a ‘logged-in-only experience,’ says CEO Steve Huffman. (r/technology)

• fmcortez: Nothing says ‘front page of the internet’ quite like putting up a mandatory login wall so advertisers and AI deals can farm user data more efficiently.
• Marginallyhuman: The steady creep of enshitification.
• btspman1: How about a “human-only experience” too? Bots are rampant.

Man granted first-of-its-kind religious exemption against mandatory AI use at work — Humanist argues that offloading his thinking to LLMs violates his beliefs, Title VII accommodation protects employee (r/technology)

• OrkHaugr23: Can we get religious exemptions from seeing AI slop online? Like in our homes and on our phones?
• Top_Border1060: I love how religion has more authority than just having values! Lol
• BloodBride: Didn’t the pope speak out against AI? Can’t all people who follow Christ therefore claim that the Abominable Intelligence is against their faith?

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Techmeme surfaced TRM Labs’ October 29 investigation, “North Korea Steals USD 6.36 Billion From Binance in the Largest Hack in History.” TRM says an attacker drained approximately \$6.36 billion from Binance-controlled wallets across ten blockchains, mostly during a 20-minute burst. It attributes the operation with high confidence to TraderTraitor, a North Korean state-sponsored hacking unit.

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Dropbox Cutting 9% of Workforce (Blind)

• uibwrnbebd (eBay): Waiting for some smart ass to comment “Dropbox still exists”… he himself working at “new” lol
• AgentOfAI (Microsoft): I’m surprised they are not doing 90% layoffs. AWS, Azure, GCP ate their lunch. I don’t know what kind of masochist still uses Dropbox (except my wife’s boyfriend)
• 7yoe635k (Dropbox): Third time’s the charm! Finally got picked. 🫡

Got 3 offers and my wife hates all three companies lol. (Blind)

• paygoat (Adyen): You let your wife tell you what to do? She peg you too?
• aziemsjdns (Google): ByteDance is probably the least bad of all these
• EAArne (Silver Lake): I didn’t know Palantir was hiring. How did you prep? Heck how did you prep for all 3?

Google feels like career suicide (Blind)

• bdFp52 (Meta): Ever considered that they can’t afford you but don’t wanna say it out loud ?
• Turnusdown (Apple): I think the market is just not very good. Also a lot of the feedback they give for rejecting you is often BS.
• -o-O-o-/ (Meta): When someone mentions “Fast pace” - run. It means that are producing tons of low quality code, pivoting often and the code maintenance is hell.

Anthropic dropped coding interviews (Blind)

• pappu456 (Salesforce): It was never about coding, but problem solving, unless they don’t care about that either
• aziemsjdns (Google): According to his bio, he “graduated from the MSc program at the University of Oxford’s Internet Institute, researching at the intersection of sociology, law, economics”
• justread27 (Microsoft): It is just a matter of time that people clapping today will regret 6 months down the line and they will eventually realize leetcode and system design combo was way better. The infra is not fully developed yet for non leetcode style qs, the scope is not well defined, the interviewers arent fully trained yet and lastly, it is hard to find mock interviews or even simulate AI assisted interviews

Major Layoffs coming in Google (Blind)

• c0pilot256 (Microsoft): Someone must lay off the UX program managers and hundred of Strategy and Operations managers. Wth do they do? My roommate was chilling as a Ux program manager
• Dr_Clear (Meta): The stock dropped primarily due to heavy infrastructure spending (CapEx) and an accounting paper loss on SpaceX. Revenue actually grew 25% year-over-year to \$127.6 billion, and Google Cloud revenues surged 103%. The core business is expanding rapidly
• c23020b (Compass): It’s crazy seeing the big tech companies bankrupt themselves for AI obligations.

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The Pragmatic Engineer surfaced this October 29 conversation with Titus Winters, a former Google engineering leader who helped run the company’s C++ infrastructure and language-readability programs before joining Adobe. The episode connects three questions that are often discussed separately: how to change enormous codebases safely, how to judge whether AI actually improves engineering, and what new programmers should learn when generating code is becoming cheap.

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Just a reminder about the last MSFT buyouts (Blind)

• ukno.ukno (Microsoft): So if I were to extrapolate sentiment in my circle, this buyout would make H1B to Americans ratio even more pronounced. H1Bs will hold on to their job (if you know about the market you know), while americans will happily take the buyout and leave. DEI has to come back to restore the ratio lol
• Mindi7 (Cargill): Hope they prioritize US citizens over H1B visa holders
• ChuchaAi (Adobe): These layoffs may just be the beginning, especially for white-collar jobs. AI is making human labor less valuable while corporate profits keep climbing. The real question is: are we heading toward a future where wealth and power are concentrated in the hands of a few, while the rest of us become increasingly replaceable? So much for Global Cooperation.

Rejected anthropic and openAI, stay at Meta (Blind)

• MarkTikTok (ByteDance): This prediction is not correct, I work at OpenAI and am so rich
• 1more🦺 (Meta): Pass the copium pls
• W3F3G567s (ex-Pinterest): All US enterprises dying to adopt chinese models

AI job displacements, came with no warning! (Blind)

• uNNo45 (Capital One): Not sure how the economy survives this. Every sector is going to be impacted
• Jefry (Salesforce): > who is taking responsibility for the people being replaced?
  
  You take responsibility for yourself. Your employer isn’t your mom.
• petersgost (Lucid Motors): Oh the delicious irony. All the programmers making top whack programming LLMs thinking taxi drivers are on borrowed time and then being the first on the scrap heap.

Why are we doing this AI thing to ourselves? (Blind)

• aziemsjdns (Google): Don’t buy products from companies that use AI
  Don’t be friends with people who use AI
  Don’t hire candidates who use AI
  Don’t live in a jurisdiction where tax dollars go to AI
  If your spouse uses AI, get a divorce
• ⭕️ingBack (Microsoft): If we don’t China will win
• Aaron.B (NVIDIA): The genie can’t be put back in the bottle.

Walmart seems dead, xAI ref pls (Blind)

• OQbl83 (Walmart): Stay away from Walmart! The leadership is toxic, no goals; re-implementing ( not event reinventing) existing stuff; it is always catchup with Amazon. No real innovation
• know_zero (Walmart): Definitely not game changing work. However like most companies it’s varies by team and org. You can coast in most teams.. maybe excluding marketplace org. The PIP and disciplinary groups are being oversold here. It’s 5% and is similar to many companies. Only Walmart started enforcing only over the past couple of years.
  It’s still a great place if you need a stable company and a company not enforcing 5days back to work. Skip if you need to be surrounded by great people from day1. You may still be able to find such a team internally if you choose Walmart and team hop after 18months.
• czart (Walmart): Yeah it’s a desi 3slug fest on the regular here tbh.
  
  Currently 40% are on ‘disciplinary action’ .
  
  Imagine as an adult being told by your employer they need to discipline you.

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Meta’s official Engineering at Meta blog published “Meta Andromeda: Powering the Next Generation of Ads Retrieval Through Model-System Co-Design” on October 28, 2026. The post describes how Meta rebuilt the first stage of its advertising recommendation pipeline so that a single GPU server can evaluate more than one billion eligible ads per second, while using a model expressive enough to approach the quality of the much more expensive ranking stage.