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News
More Code Review = More Smelly Code?
3+ hour 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
3+ hour, 2+ 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…...
From SEO to GEO: How AI Visibility Actually Works
3+ hour, 51+ min 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…...
Why a PR walkthrough can pass validation and still be hard to read
6+ hour, 35+ 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
6+ hour, 30+ 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…...
Agent orchestrators and agent coordinators are not the same layer
6+ hour, 14+ min ago (702+ words) If you only ever run one coding agent, you do not need either of these. Close the tab, you are fine. For everyone else: I maintain Foremerge, and a couple of weeks ago I submitted it to a list called…...
I Blamed the Firewall for 48 Hours. localhost Resolved to IPv6 First
6+ hour, 37+ min ago (786+ words) This is a 48-hour field notebook, not a victory lap. I will show what I tried, what actually broke, and the small reproduction I wish I had run in the first hour. If you strip every product name out of…...
GPT-Image-2.5 in Production: Choosing Between Flare and Sunburst
6+ hour, 33+ min ago (1098+ words) GPT-Image-2.5 is split into two models: Both accept text and image inputs, support the quality levels auto, low, medium, high, xhigh, and max, and work through the Images API for generation and editing. For an existing OpenAI-compatible integration, the migration…...
Why do Cursor and Claude Code both say connected to my memory server and still share nothing?
6+ hour, 11+ min ago (399+ words) Sharing memory across editors over MCP is a simple mechanism, and the trouble lives in the setup step around it. I checked six persistent memory systems, including the one I work on, for one thing: not whether they claim cross-IDE…...
I replaced most of a dev team with Claude Code to build a production e-commerce store. Here's what broke.
6+ hour, 18+ min ago (1066+ words) First post here. Figured a real project beats an introduction post, so: here's one, warts included. For a one-location boutique, that default breaks on two fronts. Cost first. License, annual renewal, integrator fees: add it up and you're close to…...