The queue drains itself now, and the morning note fits in a minute

In a follow-up to his work on agent-based task management, the author details how he evolved his automated fleet to handle maintenance tasks without constant human intervention. By implementing a system of deterministic lenses that sweep repositories nightly, the author shifted the focus from manual routing to automated queue management. The system now distinguishes between productive progress and fruitless cycles, parking only complex issues for human review. A key innovation is the 'morning note'—a concise, actionable summary generated from the night's activity, designed to be read in under a minute. By refining how the fleet handles failed writes and cross-project communication, the author has significantly reduced his own administrative burden. The project demonstrates a sophisticated approach to self-maintaining infrastructure, proving that complex automation can be achieved without a traditional database, relying instead on structured logs and clear, rule-based logic.