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News
More Code Review = More Smelly Code?
7+ hour, 3+ 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…...
When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection
7+ hour, 6+ min ago (1029+ words) A PowerShell process starts. A script appears in a temporary directory. A scheduled task is registered. A connection goes out to an unfamiliar address. An analyst could find a reasonable explanation for each of those actions. Software deployment, perhaps. A…...
From a feature request to reviewed delivery: getting started with codex-sdlc
7+ hour, 6+ 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…...
How to Build Readable Unit Formations in Unity (Procedural Layouts + Runtime Behaviours)
7+ hour, 8+ min ago (1051+ words) How to Build Readable Unit Formations in Unity with Procedural Layouts and Runtime Behaviours In an RTS, tactics game or tower defense project, moving a group of units is more difficult than moving a single character. A useful formation system…...
From SEO to GEO: How AI Visibility Actually Works
7+ hour, 55+ 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…...
An HTTP 200 is not a delivered job application
8+ hour, 4+ min ago (336+ words) Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. I…...
Why a PR walkthrough can pass validation and still be hard to read
10+ hour, 39+ 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
10+ hour, 34+ 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
10+ hour, 18+ 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
10+ hour, 41+ 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…...