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Signals

Worker integrations are not durable doctrine.

Provider lists, release channels, app-server surfaces, and built-in integrations change quickly enough that wrappers must be thin and versioned.

What this changes for operators

  • Pi removed built-in Gemini CLI and Antigravity support while adding many providers; Gemini preview/nightly channels differ materially; Codex alpha releases and app-server surfaces move quickly.
  • Keep worker adapters thin, versioned, source-contracted, and replaceable. The stable Bitter asset is the run contract and receipt chain.

Signal metadata

Source findings

Run: 2026-05-06-manual-2026-04-22_2026-05-06-frontier-v0

Schema: bitter.frontier_signals.v0 · ID: 2026-05-06-worker-integrations-not-doctrine

Signals are produced by the Bitter autonomous research loop.