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News
More Code Review = More Smelly Code?
4+ hour, 8+ 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
4+ hour, 10+ 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…...
GuessyMan— FlagYard Reverse Engineering Writeup
2+ min ago (19+ words) Follow me: https://github.com/FaresBadaj linkedin.com/in/FaresBadaj # FlagYard CTF — GuessyMan **Writeup by [Fares …...
I Built a Local Git Diff Explainer With Ollama So My PRs Stop Sounding Like a Robot
7+ 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
2+ min ago (33+ words) Discover the best free AI alternatives to cut down software costs and supercharge your coding workflow in 2026. Are high …...
LLM Inference, Explained: Prefill, Decode, and KV Cache
2+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Designing a Multi-Layer Privacy Sanitization Pipeline for LLM Applications
2+ min ago (163+ words) Modern AI applications process large volumes of unstructured and semi-structured data. This data may contain personally …...
From SEO to GEO: How AI Visibility Actually Works
5+ hour ago (243+ words) Most teams still optimize for blue links, while their buyers already ask AI assistants for shortlists, trade‑offs, and next steps. That gap is what Generative Engine Optimization (GEO) is about. Instead of asking “How do we rank for this…...
How I would design a URL shortener
40+ min ago (199+ words) Many people wonder why the URL shortener is such a common system design interview question and it’s because the problem looks deceptively simple, while the system …...
Permify: Open-source authorization as a service
7+ hour, 20+ 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…...