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I want to walk through the public AI-agent incidents from the last sixteen months in chronological order. The headline framing on each of them, when they hit the press, was the AI did X. Read with a few months of distance, the structural cause in each case turns out to be something much more pedestr
Responsible patient-context framing: how doctors use pain diaries One of the fastest ways to make a health-adjacent tool untrustworthy is to overclaim. Useful does not mean diagnostic. If you want privacy-first, offline health tech to exist without surveillance funding it: sponsor the build → https:
One of the biggest mindset shifts I've had as a builder is realizing that documentation isn't separate from the product. Documentation is the product. Or at least part of it. As developers, we often treat documentation as something that happens after the software is finished. Build the feature. Test
Remix spoiled me. Open browser. Write code. Compile. Deploy. No installation, no config files, no "why is this not working" at 11pm. Hardhat is the opposite of that. And honestly? That's the point. Remix is great for learning. It is genuinely bad for building anything real. You can't version control
You're a platform lead at a 150-person company. Your ML team is building a data agent on Anthropic's Claude Managed Agents. Your DevOps team wrote their own scheduling runtime. Your security team wants a custom sandboxed environment. Your frontend team adopted Cursor's agent API for internal coding
You don't need a 500-page distributed-systems textbook to pass a system design interview. You need to be fluent in about 14 building blocks — and, more importantly, in the trade-off each one forces you to make out loud. Interviewers aren't grading whether you've memorized Kafka internals; they're gr
Originally published on DevToolsHub — a collection of free, privacy-first online developer tools. All processing is done locally in your browser. Every developer has a toolkit — but the best tools are the ones that are always accessible, never ask for a credit card, and keep your data private. In 20
hello I have an issue to lauch the AirFlow UI. Even if I execute the bash file restart_airflow.sh I have no access to the AirFlow UI. I try to connect to the url And bash script execution : Can someone help me ? I don’t know what to do or check Thanks 1 post - 1 participant Read full topic
I've always found commercial soccer draft games to be a bit too easy and forgiving. You just click some shiny cards and eventually win. So for my recent side project, I decided to build something much more punishing. The idea was simple: You must win 7 consecutive matches to lift the World Cup, usin
Results came out today. ScreenMind didn't make it. i'll be honest, i refreshed that page a few times hoping i misread it. i didn't. so okay, that's that. then i did the thing you're supposed to do and actually read the winners instead of sulking. and i'm glad i did,because it answered a question i d
For a long time, our default answer to "how should we structure tenant data?" was Schema-Per-Tenant. And that wasn’t really because the other options were bad, but one had a cost problem that was hard to argue around. Database-Per-Tenant gives you the cleanest isolation possible. Each tenant lives i
Here's a line of code that's quietly running in production at a surprising number of companies: const response = await openai.chat.completions.create({ model: "gpt-4o", messages }); It looks harmless. It's also why your AI bill is whatever it is this month, why your app goes down the moment OpenAI h
The major static application security testing (SAST) vendors are now wrapping a large language model around their legacy scanning engines The post Checkmarx’s new SAST engine isn’t about the LLM. It’s about what happens after. appeared first on The New Stack.
Breaking the AI Chatbox: How Berkeley Students Built Real Autonomous Agents Every AI demo looks the same. A chat window, a text prompt, a response streamed character by character. The chat interface has become the default mental model for interacting with AI. It is also a trap. It reduces the most p
It's not going to be cheap, but I care more about the SteamOS console experience
I just got an early hands-on preview with Control Resonant, and this paranormal sequel is shaping up to be something seriously special.
The default picture mode of your TV is probably the worst one
I just found the iconic Breville Barista Express for just $499: that's the same price as the Breville Bambino Plus... so you literally get a free grinder.
If you're sticking to 8GB of VRAM, you can't go wrong with this GPU
What I thought was a scheduling problem turned out to be a portability problem first The post I Tried to Schedule My ETL Pipeline. Here’s What I Didn’t Expect. appeared first on Towards Data Science.
