Debug Long-Running Jobs Without Reruns

Reruns are expensive. The better path is resume + replay: reconnect to the same session and review the output you missed.

Why reruns happen

• session died with the connection,
• output was lost while you were away,
• the system offers no resume path.

The fix

A persistent environment keeps sessions alive and replays output so you can debug without restarting the job.

Link up

• Session Persistence & Output Replay: /session-persistence-output-replay/
• Persistent Dev Environment: /persistent-dev-environment/
• Phone Terminal Codex: /phone-terminal-codex/

Related reads

• /why-replayable-output-matters/
• /long-running-dev-sessions/