> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.rightbrain.ai/v-1/docs/production/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.rightbrain.ai/_mcp/server.

# Production Controls

> Build reliable AI agents that run inside your existing tools and workflows. Rightbrain developer documentation.

## Docs

- [Versioning & revisions](https://docs.rightbrain.ai/v-1/docs/production/revisions.md): How Rightbrain versions tasks and agents with revisions, selects revisions at run time, runs weighted A/B tests, and rolls back.
- [Evals](https://docs.rightbrain.ai/v-1/docs/production/evals.md): Build eval sets and run them against Rightbrain tasks and agents to catch regressions before a new revision goes live.
- [Chaos testing](https://docs.rightbrain.ai/v-1/docs/production/chaos-testing.md): Configure run-scoped tool errors, tool latency, and primary-model failures; reproduce them with a seed; and inspect the resulting chaos events.
- [Fallbacks & reliability](https://docs.rightbrain.ai/v-1/docs/production/fallbacks.md): Configure a fallback model on Rightbrain tasks and agents, force the fallback for testing, and read the per-model usage split.
- [Approvals (human-in-the-loop)](https://docs.rightbrain.ai/v-1/docs/production/approvals.md): Gate agent tool calls with human-in-the-loop approvals. Configure per-tool action controls, pause runs for review, and approve, reject, or resume over the API.
- [Observability & audit](https://docs.rightbrain.ai/v-1/docs/production/observability.md): Run detail and SSE events, token, credit, timing and usage reports, reporting groups, and a tamper-evident audit log with integrity verification.
- [Model governance](https://docs.rightbrain.ai/v-1/docs/production/model-governance.md): Exclude models by ID, provider, or vendor; inherit organization policy into projects; and inspect the effective model set through the API.
- [Sharing and cloning](https://docs.rightbrain.ai/v-1/docs/production/sharing.md): Create and revoke public share links, inspect shares across a Project, clone shared revisions, and handle dependencies that require setup.