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Latest Articles
The 10 Claude skills worth installing (and what most people get wrong)
12+ min ago (725+ words) I've evaluated 500+ agent skills on a six-dimension rubric — trigger quality, structure, workflow design, content, engineering, and security. These are the ten I'd actually install, each with the one mistake people make when using it. The skill ecosystem is a gold…...
Taped-Up DBs, But It Works
12+ min ago (213+ words) We did not integrate two databases. We copied tickets one way, on a timer, through an API that is... Tagged with architecture, backend, database, systemdesign....
Postmortem: The Merge Gate Scored the Agent Transcript
14+ min ago (785+ words) The merge gate never inspected the actual patch diff. It scored the agent transcript as success evidence. Green prose hid a schema-widening contract change. This write-up reconstructs that failure class. It is not a live outage report. No customer names,…...
Give Free Capacity a Deadline
21+ min ago (893+ words) or it will spend yours. A token counter cannot tell you that the job sat in a queue until the deploy window closed. You need a second meter, and you need that meter to be allowed to kill the work....
An Old Trick in Networking, Rediscovered by AI
14+ min ago (366+ words) Open a chat interface and ask it to write you a function, and you'll get an answer in a few seconds —... Tagged with networking, ai, architecture, programming....
Turning a PRD Into a Story Map with AI Without Losing What's Already There
8+ min ago (270+ words) A review-gated workflow for turning a PRD into a StoriesOnBoard map with an MCP agent, without letting it quietly rewrite your existing product decisions. Tagged with productmanagement, storymapping, ai, agile....
How to Build an Automated Triage Layer for AI Agent Errors
6+ min ago (357+ words) Here's the part that's easy to miss: these failures aren't random. Most agent errors sort into a small number of repeatable categories, whether or not anyone's bothered to name them. Then there's a fifth bucket that matters just as much…...
The Agent That Cached an Authorization Decision: A Take-Home Packet
12+ min ago (1008+ words) Hiring loops now see many diffs that look production-ready after only a short agent session. Speed of that kind is not the defect under measurement in this take-home packet. The defect is treating a green suite as proof that authorization…...
Automated Bots Disrupt Open Source Projects with AI Project Links: Community Seeks Solutions
6+ min ago (393+ words) Introduction The open source community, long celebrated for its collaborative ethos and... Tagged with bots, opensource, ai, spam....
Fail Closed at Socket Time: A Loopback Probe for Zero-Bill Indie APIs
5+ min ago (730+ words) A weekend API stays free only if the process cannot leave the machine. Agent-written patches still compile when they import a billed SDK and open a TCP session on the first request. A fail-closed egress probe at boot lets a…...