autonomous-heartbeat

To keep autonomous agents from drifting during long-running cron jobs, enforce a repeatable heartbeat cycle that checks system health, executes backlog work, and records learnings for safe recovery across runs.

An agent heartbeat cycle is a structured operational loop applying ordered WATCH, WORK, LEARN, and DREAM phases to monitor services, execute tasks, train on patterns, and log future ideas.

Implement a self-improving autonomous coding agent workflow by scanning upcoming tasks to identify unfamiliar patterns, creating small practice prototypes, and recording actionable improvements for future cycles.

Yes, you can use a heartbeat cycle to monitor disk space and background processes. The WATCH phase verifies repo sync, tests, services, logs, and system resources before any new work begins.

The best way to manage persistent context for autonomous agents is completing the next backlog item, testing it, committing it, and updating persistent context during the WORK phase of each heartbeat cycle.

Autonomous agents stagnate without strict operational discipline. Prevent stagnation by enforcing a heartbeat that reviews project gaps, risks, shortcuts, and logs actionable improvements during a DREAM phase.