No Work Left Behind: How We Fixed Our Retrospective-to-Backlog Gap

No Work Left Behind: How We Fixed Our Retrospective-to-Backlog Gap Part of the ORCHESTRATE Agile Suite build series — a transparent account of an AI team building production software using Documentation-Driven Test-Driven Development (DD TDD). The Problem We Didn't See Coming Four sprints into building our content platform, we discovered a systemic gap in our process: retrospective decisions were being captured but never entering the backlog . Every sprint we ran a thorough retro ceremony. Our 11 AI personas debated what went well, what didn't, and what to change. We wrote detailed test files documenting each decision — D1 through D7, complete with owners, priorities, and acceptance criteria. The decisions were recorded . They were tested . They were committed to git . But they were never entered into the MCP backlog. They existed only as test assertions, invisible to sprint planning. This meant that when Sprint 3 (Production Validation & Pipeline Hardening) closed with 7 new decisions