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You told Claude Code “always run the formatter after editing” and “never run rm -rf ”. It listened, until it didn’t. A rule in a prompt is a request - it can be forgotten, skipped, or missed after a context compaction. A hook is not a request. It’s a
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built Debugging robotics software has a particular kind of pain. You don't just have one terminal. You might have a ROS2 launch running in one terminal, a control
For the last two years, much of our industry treated generative AI as an autocomplete box or a chat interface with a few brittle API webhooks tacked onto the side. Q3 2026 dismantled that illusion. The shift isn’t that chat interfaces vanished. It’s
The Architecture of a Zero-Backend Website: How I Run 18 Tools With No Server Code I run 18 web tools, a blog, a REST API, and a live dashboard on a single $49 VPS. No database. No framework. No server-side rendering. Just nginx, a few Flask microser
Originally published at woitzik.dev Disclosure: This post contains Amazon affiliate links (marked with *). If you buy through them, I earn a small commission at no extra cost to you. I only link gear I actually own and use daily. Renovate is the depe
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend * What I Built I have a friend who cooks everything by feel. Ask her for a recipe and she says "put some masala, add water till it looks right." Nothing is written down,
I Built a Marketplace for Developers to Buy Ready-to-Use Source Code I've been building full-stack projects for the past few years, and I kept running into the same problem: Sometimes you want to build a SaaS, dashboard, mobile app, API, or developer
TL;DR. Reasoning models decide by themselves how long to think if you don't tell them. Our agent didn't - and on hard tasks the model sometimes thought for 14 minutes and 33K tokens in a single step. One field in the request body ( "reasoning": {"eff
