Codex Chronicle was paying for every frame.

A developer replaced OpenAI’s Chronicle with a local Gemma 4 E4B setup on a $599 Mac mini.

The new system summarizes four sensor streams on-device, avoiding per-cycle cloud inference charges.

Redacted outputs are stored in Postgres, with no outbound LLM calls.

The shift highlights lower recurring costs plus better privacy, availability, and deployment control.