Tag archive

#system teardown

System Teardowns

The Research Loop That Knows When Not to Run

A first-hand teardown of the scheduled research system that runs my own SEO and AI-visibility work: three weekly agents, a pre-spend budget gate, an idempotency guard that refuses to pay twice, and an eight-code exit taxonomy that tells a human what actually happened.