AGEF explained: a portable evidence format for AI agent sessions
If you ship AI-assisted code in a regulated codebase and somebody asks "show me what the agent did", you have about a week before that question turns
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If you ship AI-assisted code in a regulated codebase and somebody asks "show me what the agent did", you have about a week before that question turns
The most common failure mode I see when teams adopt AI coding agents is not a bad diff. It is a good diff that no one can defend. The agent ran. The s
The Model Context Protocol gave AI agents a clean way to reach into systems. In a year it has become the default tool surface for serious agents. That
There is a moment in every AI coding workflow where you wish you could roll the tape back. The agent did something on Tuesday. By Thursday the model h
There is a moment in every AI coding rollout where the question shifts from "can we make this work" to "what is the worst thing this can do". If you h
A few months back I watched an external reviewer ask one question I could not answer. For the AI session that touched this medical device firmware o
For the last two years I have watched the same conversation happen in every regulated engineering team I work with. Someone tries the new AI coding ag
You don’t need to pick one. You need to know which fight each one was built for. There’s a certain kind of developer who treats language choice like
Introduction One of the most common problems I saw while building VMMS was this: documents get created, emailed to the next department, sit in someone
Java 26 Project Loom Continued Virtual Threads Enhancements Tutorial (2026) Java 26 Project Loom continued virtual threads enhancements tu
For the last 3 years, most of my work lived inside the browser. Vue.js SPA development, Nuxt applications, frontend architecture, SEO optimizations t
Custom elements have been covered here berfore. If you have used Hotwire in Rails, you have already used them. Both and are custom elements. They ar
If you've ever plugged a 256GB Android phone into a Mac and tried to browse files, you know the pain. Android File Transfer hangs. OpenMTP crashes. Ma
Pendant des années, utiliser un modèle IA voulait dire appeler une API distante. Le workflow était relativement simple : envoyer un prompt attendre
PDF invoices sound like a solved problem. Pick a library, render some HTML, done. Then you deploy to Vercel and discover Chromium doesn't fit in a ser
I always liked tracking my income and expenses. There was an app called Spendee that I used a lot. I liked it. But it felt too complicated for me, so
After stripping out brick/math dependency from Maravel-Framework 20.0.0-RC10, thinking that it was the source of the slow-down that happened after 20.
Beyond the Security Manager: JEP 484 and the Rise of the 'Clean Room' Pattern Now that the Security Manager is a fossil of the past, we've
I've been building PHP projects for a while, and one of those annoying little tasks that keeps coming up is generating sitemaps. Not because it's tech
Series: Building EDIFlow - A Clean Architecture Journey in TypeScript (Part 6/6 — Final) Reading Time: ~10 minutes The Journey So Far Ove