Links worth reading, page 3
Saved from the timeline, straight to the source ↗I was the main person doing transcript analysis for this investigation of the Hugging Face incident. My main takeaway: We don't have good approaches for understanding/overseeing the activity and aims of AI 'swarms'. I semi-jokingly called our efforts a "slop-vestigation" because x.com
My Agent when I tell it that I don't freaking trust them and ask for evidence, code pointers, ascii diagrams, confidence levels for the 4th time. x.com
I think the release of Bun 1.4 marks the end of programming as we know it. Anthropic and OpenAI developers live in the near future and if we pay attention, it's what's coming for the rest of us by next year: pauldix.com
The hardest part of software engineering is convincing people that a simple solution is actually better than an impressive one x.com
via Roman @romxdev
the model treats empty space as unfinished work. you have to explicitly tell it silence is a design choice x.com
via rusa @rusabuilds
Last night before bed I told Claude I wanted to get a graph of the CO2 levels in my bedroom from the Chinese air quality monitor But at the same time I don’t want it phoning home to the CCP “No problem” it said as it set up a home assistant docker container, ssh’ed into the x.com
engineers being upset at the level of abstraction new engineers operate at is a tale as old as time. x.com
via hirad @hiradp
Staff software engineer prompting a cloud agent to stop adding narrative copy to the UI x.com
European tech is simply unstoppable. It's over for Silicon Valley x.com
another week at the prompt factory x.com
Darkbloom is back in action; Yesterday, we went from free tier to paid tier on OpenRouter. We have fulfilled on track close at 4.5B tokens served and $102K ARR. We are open network of Mac machines (250 online right now). On average, people are earning $120-200 per month per x.com
via Gajesh @gajesh
We built for this. It invokes them. 🤣 flightywifi.com
every company eventually becomes 11 people doing actual work and 64 people asking for updates x.com
I wrote a long thingy indicting you for how you program. That's what we do now. That's the rule. sockpuppet.org
Post by Jaana Dogan ヤナ ドガン martinfowler.com
Most founders copy/paste their privacy policy from Stripe or ask Claude to draft an MSA at 2:00 AM, then pray they don't get sued. You can stop doing this. We built a free, CC0-licensed legal template library for startups: -MSAs -Employment agreements -Privacy policies x.com
on a call with the new team. nobody said "we'll give folks a few minutes to trickle in" and the guy presenting didn’t even ask "can everyone see my screen?" x.com
via JT @jiratickets
Who's gonna tell vibe coders about... > Rate Limiting > Caching > Load Balancing > Reverse Proxies > API Gateways > CI/CD > Docker > Kubernetes > Service Discovery > Circuit Breakers > Timeouts > Retries > Exponential Backoff > Idempotency > Message Queues > Pub/Sub > x.com
ai;dr (AI; didn't read) x.com
software engineering Q3 2026 x.com
via David @dzhng
Google engineer: "In 2026 if you aren't building AI agents it's crazy how behind you are at Google, 85% of our engineers were running self-improving agentic loops & graphs" in this 32-minute talk a Google engineer reveals how the future of agentic coding will look worth more x.com
via Movez @0xMovez
Euler's genius in mathematics is staggering! He solved the sum of reciprocals of squares (pi²/6) and invented the zeta function, linking sums to prime number products. A true mathematical GOAT! #Math #Euler #ZetaFunction x.com
지도를 작품처럼 그려주는 오픈소스를 찾음!! 우리 동네를 감성 있는 지도 포스터로 만들어 줌 장소명이나 지도 스크린샷만 있으면 끝, 도로, 건물, 공원, 물길까지 예쁘게 표현해줌 단순히 AI로 만든 지도보다 이런 감성이 훨씬 잘 먹히죠 콘텐츠 만드는 사람이라면 일단 꼭 공유 & 북마크! x.com
i didn't tell anyone about this repo but it kept getting stars 😂 so i guess it's time to share it introducing /vision. it's a very simple skill to help you write down an explicit VISION.md file for your project but what's VISION.md? as we let agents do more and more work for x.com
The reason I built this is that I suspect we really need new token-efficient programming languages or new ways to read code (nah ast-grep outline). Using this tool tells me a surprising result: git is one of the most token-hungry commands in my workflow. Always measure! x.com
Generative Antitecture. This is not a house. This is automatic architecture. // Vanilla Javascript x.com
via Mannay 🌹 @mannay
Protip if you're vibe coding games: Ask claude to make every system *configurable* with a constants file. Separate the game system logic files from *configuration constants* so you can easily hand-tune things like game feel (animation speeds etc.) I have an entire directory x.com
an infinitely large model trained on infinite data still cannot go below 1.69 GPT-4 burned three months on twenty five thousand GPUs inching toward it plot every model ever trained, error against compute on a log scale, and none of them gets below one straight line. runs ten x.com
If you’re interviewing tap in there is so much alpha here it’s insane x.com
If you've heard about PBT and want to learn more, we just published a 30-minute introductory video with hands-on exercises that helps you develop an intuition for what PBT is and how to implement it, in collaboration with @Keleesssss, and the @CarnegieMellon Center for x.com
seniority in any role is often just the ability to take a poorly shaped prompt (eg “this is bad, make it better”) and do the right thing the more senior you are, the more misshapen the prompt you can handle some of you may know this by the name of “handling ambiguity” from your x.com
Every project needs a principles chart. x.com
That's a small reminder! 👇 As of June 2026, HTTP has a new method - a GET with a `body` 😎 Meet QUERY (RFC 10008). It lets you send complex queries in the body (like POST) while staying safe, idempotent, and cacheable (like GET). Already works on servers (Node.js, Go, x.com
via IP @ipwanciu
just spent an hour on Material-Archiv.. looking at materials. it's a Swiss database for designers, architects and craftspeople to explore materials, their properties, and make informed material choices. i got completely lost in these textures hehe materialarchiv.ch
As someone who ships LLM systems in production, this hairy ball theorem video is the closest thing to a "why positional encoding in 3D robotics always breaks" explainer I've ever seen released for free. Everyone thinks orientation in 3D space is a solved problem. A theorem from x.com
via Eron @0xEronn
I built the inhouse AI platform for a company that's crucial to a small nation's food safety. The most imporant tool the AIs have is the distress_call tool. It allows any AI -even background agents without direct user interaction- to send a message to my MS Teams, at any time, x.com
I'm officially done reading AI-generated code. It's been two weeks since I looked at any of it. I think the IDE is officially on its way to the graveyard. The job is no longer about "writing code," so we need new tools that better reflect this new reality. While reviewing the x.com
via Santiago @svpino
AI agent’lar için açık kaynak Palantir yapmışlar: Semantica. Veriyi knowledge graph’e çeviriyor, agent kararlarını kaydediyor ve sonradan “bu kararı neden verdi?” sorusunun izini sürebiliyorsun. Context Graph + Decision Intelligence + provenance + deterministic reasoning. x.com
not deploying to prod on every merge is borderline psychotic x.com
Today we are releasing Cloudflare OS, a chatbot with connectors, just like every other tech company is doing. Except actually, it's different. This is a remake of Sandstorm[.]io, my startup from 10 years ago, except this time built on Cloudflare Workers (the platform I've spent x.com
Just shipped HermesOffice — an open-source office suite (Word, Sheets, Slides, PDF) where the AI is a real agent running 100% on your machine. No cloud account. No third-party proxy. The assistant that edits your documents is the same agent that knows your files, your memory, x.com
levels of slavery from least to most brutal: - forced laborer in 1770 France - chattel slave in 1860 USA - silver mine slave in 400 BCE Athens - - - gpt-5.6's subagent in 2026: x.com
Exa is now one of the largest indexes in the world. We serve 80B pages, track 1.4T urls, and are on track to be Google-scale in early 2027. It's difficult to know the size of indexes, but we estimate Google to be ~1T, Bing to be ~500B, and Yandex ~200B. Brave mentioned in x.com
Where you been all my life microsoft.github.io
via Hrishi @hrishioa
‘Service-as-a-software’ is here... We moved our entire company brain to GitHub and wired 25+ tools through MCPs. Any one of our 20+ team members can now spin up a contextualized AI assistant in seconds. The system has 5 layers: 1. Markdown company OS ↳ SOPs and campaign x.com
An internal version of Astra, @OpenAI’s next major model family, solved 10 major open problems in mathematics, quantum complexity, and theoretical computer science. We believe it will be a major step for scientific reasoning. openai.com
Semantica is an open-source alternative to the enterprise intelligence layer that Palantir built. It adds context graphs, explainable reasoning, and a permanent audit trail to AI agent operations. github.com
if you've got a new project here's a pitch for you: go instrument tracing from the beginning do it as correctly as you can (ideally the agents will help, but sentry hasnt released the tools yet here and its still rough) you can now answer anything you need about your app. no x.com
Most backend interview questions eventually lead to one of these • REST • gRPC • OAuth • Redis • Kafka • Idempotency • Message Queues • CDN • Rate Limiting • Load Balancers • Database Indexing • Sharding • Replication • Circuit Breakers • Webhooks • Connection x.com
yeah I'm never going back x.com
via Hewar @byhewar