Tag: methodology5
← All Articles“Not found” is not “does not exist”
An AI agent's 'not found' is not 'does not exist.' Five rules for proving absence with bounded reads, positive controls, and scoped negative claims.
Prompt discipline is engineering infrastructure
Prompt discipline is engineering infrastructure: a forbidden-phrase catalog, hooks, and enforcement that catch AI coding agents dressing shortcuts as judgment.
"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
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