I built a QA agent that audits itself nightly. It has filed 79 findings against its own releases.

Two issues landed in the agent-CLI ecosystem within a few hours of each other this week, in two...

I built a tool that draws architecture diagrams from a repository, where every edge cites the file,...

RAG é a base de conhecimento: Logseq, Notion, Confluence. MCP é o conector: o IDE pede um trecho dessa base. Fine-tuning não grava o doc nos pesos.

Every B2B Magento store I've worked on has the same quiet leak. A chunk of the orders never touch the...

Every coding-agent session starts blind: your agent rediscovers how your features work, and sometimes...

A development report on browser workspaces, project bindings, exclusive leases, and controlled handovers between humans and agents.

I have to come clean. Speaking at APIWorld this past week wasn’t actually my first talk acceptance....

One month after the queue essay: findings file themselves, rounds are judged on the contract, the morning brief reads like a PA's note, and a refused write is never silent.

The permission prompt only fired when I was watching. A hook now refuses force pushes, shared-tree resets and root deletes in every mode, and redirects the session instead of waiting for me.

296 puzzle cards, each judged by a model that sees the story but never the brief, the finding or the old card. Eleven waves, and the brief turned out to be the lever.