methodology
5 articlesA compounding pattern catalog for AI slop
Why a methodology for detecting AI-generated content should keep the patterns it retires, not delete them. The shape of the catalog behind slopcheck.
"All tests pass" is a warning, not a clearance
Why a green test suite after a schema change should trigger suspicion, not confidence. A verification methodology that catches what tests structurally cannot —
Managing AI agent skills at scale: a three-repo architecture
A three-repo architecture for managing public, private, and team AI agent skills with provenance tracking, drift detection, and synthesis merge — the first stan
The Synthesis Thinking Framework: A Practitioner's Guide
Five thinking modes for technical practitioners who work with AI agents daily. A detailed methodology with real examples from managing sixty concurrent AI colla
Synthesis Skills: install methodology directly into your AI workflow
22 open-source Agent Skills encoding synthesis coding and synthesis engineering methodology. One command installs code review, content quality, project manageme