Explicit Identity Across Boundaries
Never rely on "latest" or "current" when crossing process or async boundaries.
Pass explicit identifiers through the entire pipeline. "Most recent" is a race condition.
--session-id $ID when spawning processessession_id = Claude Code session (human-facing)root_span_id = Braintrust trace (query key)turn_span_id = Braintrust turn within session// BAD: race condition at session boundaries
spawn('analyzer', ['--learn']) // defaults to "most recent"
// GOOD: explicit identity
spawn('analyzer', ['--learn', '--session-id', input.session_id])
ElevenLabs text-to-speech with mac-style say UX.
Query Google Places API (New) via the goplaces CLI for text search, place details, resolve, and reviews. Use for human-friendly place lookup or JSON output for scripts.
Gemini CLI for one-shot Q&A, summaries, and generation.
BluOS CLI (blu) for discovery, playback, grouping, and volume.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
Category:developer