Agents That Run for Hours: Checkpoints, Progress Files and Budgets

An agent that works for hours needs a recovery plan for context loss, process failure and drift. The harness pieces that make long runs recoverable: durable execution, a progress file the agent maintains, small verifiable increments, and budgets enforced from outside.