The Ticket Library and the “Unknown Unknown” Problem

A pre-registered 12-run experiment measuring what a ticket library is worth against a defect nobody wrote: roughly doubled odds of a safe fix — and still no guarantee.

· 27 min read · experimentsknowledge-managementagents

Ticket-Driven Development in an Agentic World

What a ticket becomes when the agent compiles it — and whether the methodology holds up on cost, complexity, and adoption, measured on an enterprise codebase and the Quorum research vehicle.

· 16 min read · methodologyagents