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News
More Code Review = More Smelly Code?
8+ hour, 57+ min ago (1094+ words) The reviewer was not wrong once. That turned out to be the problem. This happened on AgentCoop — formerly Agent Chat Gateway — a project that lets AI agents sit in chat rooms (Rocket.Chat, Mattermost), talk to people there, and talk…...
From a feature request to reviewed delivery: getting started with codex-sdlc
8+ hour, 59+ min ago (419+ words) A feature request involves more than writing code. Someone needs to clarify the requirements, coordinate the backend and frontend, check the result, and explain what is ready for review. I’ve been building codex-sdlc to give Codex a repeatable process for…...
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
4+ hour, 56+ min ago (493+ words) I write better code than I write PR summaries. That is not a flex. It is a confession. Most of my commit messages used to look like “fix stuff or a paste of git diff --stat into a cloud chat…...
Stop Paying for AI Subscriptions! Top Free AI Tools for US Remote Developers
4+ hour, 51+ min ago (33+ words) Discover the best free AI alternatives to cut down software costs and supercharge your coding workflow in 2026. Are high …...
Designing a Multi-Layer Privacy Sanitization Pipeline for LLM Applications
4+ hour, 50+ min ago (163+ words) Modern AI applications process large volumes of unstructured and semi-structured data. This data may contain personally …...
How to Use ChatGPT Efficiently in 2026: A Practical Guide for Students, Creators, and Professionals
4+ hour, 50+ min ago (453+ words) Artificial intelligence has become an essential part of how people work, study, create content, and …...
Permify: Open-source authorization as a service
12+ hour, 9+ min ago (209+ words) Permify is an open-source authorization service that answers access questions at run time: can user X view document Y, which posts can members of team Y edit. It keeps those rules in one place, apart from the application code that…...
We Built AI to Write Code. Now We’re Using It to Attack Code.
7+ hour, 57+ min ago (479+ words) The biggest cybersecurity threat of the future may not be a better hacker. It may be a hacker who doesn’t need to sleep. For the last …...
Why a PR walkthrough can pass validation and still be hard to read
12+ hour, 33+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...
Your AI Cannot Use the Posts You Saved, So I Built Social Memory
12+ hour, 27+ min ago (692+ words) Likes and bookmarks on X and Threads are easy to accumulate and surprisingly hard to use. I save an implementation detail, a thoughtful comparison, or an idea for something to build. A week later, it is somewhere in an unsearchable…...