To simulate a real internal company tool where recurring data collection is automated. The focus was reliability — even if the API returns missing or inconsistent data, the pipeline continues without ...

Deterministic Google Calendar + Gmail CLI agents (typed tools + Claude tool-use) with traceable API calls. Goal: a human-testable CLI module (ceo gmail ...) that is also usable as a low-level tool ...