Observability

Two mornings in a row, I had a reassuring Telegram notification from my AI assistant. The OpenClaw gateway had stopped responding, the watchdog had restarted it, and everything was healthy again. Nothing needed from you. On the second morning, that sentence deserved an investigation. The recovery mechanism was working. But a service that needed rescuing every night was not fixed. I asked Closp, my OpenClaw assistant, to compare the incidents, investigate the growing database, and find a solution that preserved its memory and usefulness. ...

I recently reviewed six improvements that my AI assistant had marked complete. Only two were actually complete. The other four were not imaginary or abandoned. Code existed. Tests passed. Prompts had been deployed. Scheduled jobs were enabled. Several parts had already worked in production. But each task still had at least one promised live outcome that had never been observed. One was waiting for its first scheduled weekly run. Another had delivered its news path but not the reading-feedback loop included in the same specification. A third had a longer observation period written into its own acceptance criteria. ...