# Dharma AI > Organization-scoped agent execution, evaluation, remediation, and orchestration. ## Authoritative interfaces - [Documentation](https://www.dharma-ai.io/docs) - [Evaluation Runs OpenAPI 3.1](https://www.dharma-ai.io/api/v1/evaluation-runs/openapi.json) - [Agent Fabric OpenAPI 3.1](https://www.dharma-ai.io/api/v1/agent-fabric/openapi.json) - [Evaluation Runs methodology](https://www.dharma-ai.io/docs/evaluations) - [Agent reference](https://www.dharma-ai.io/docs/agent-reference) - [Authenticated organization instructions](https://www.dharma-ai.io/portal?section=agent-fabric&tab=Instructions) ## Guides - [Complete customer guide](https://www.dharma-ai.io/docs/customer-onboarding): The full onboarding and operating runbook: serving, observation, evaluations, BYOK, local agents, approvals, skills, and recovery. - [Purchase to first run](https://www.dharma-ai.io/docs/getting-started): Create an organization, generate a scoped token, and submit the first managed run. - [CLI and local agents](https://www.dharma-ai.io/docs/cli): Enroll a device, connect repositories, install native skills, sync evidence, and start the relay. - [API and SDK](https://www.dharma-ai.io/docs/api): Authentication, idempotency, asynchronous runs, errors, scopes, and the OpenAPI contract. - [Managed agents](https://www.dharma-ai.io/docs/managed-agents): Create immutable ADK revisions and submit multimodal work through Dharma-managed environments. - [Cloud and local BYOK](https://www.dharma-ai.io/docs/byok): Connect GCP Vertex through workload identity or keep provider credentials on a local device. - [Evaluation Runs and Failure Atlas](https://www.dharma-ai.io/docs/evaluations): Preserve an existing provider path, run controlled evaluations, inspect evidence, and complete remediation proof. - [Automatic learning API](https://www.dharma-ai.io/docs/automatic-learning): Enroll production requests, inspect 100-request reviews, calibrate proposed graders, and follow gated skill rollout. - [Remediation and skills](https://www.dharma-ai.io/docs/remediation): Move from a failure family to GitHub review, held-out proof, signed rollout, and rollback. - [Organization control agent](https://www.dharma-ai.io/docs/control-agent): Use the portal or CLI assistant to inspect and operate the organization under explicit authority. - [Platform module map](https://www.dharma-ai.io/docs/modules): How repositories, endpoints, traces, evals, skills, tasks, usage, and approvals fit together. - [Security, privacy, and billing](https://www.dharma-ai.io/docs/security-billing): Tenant boundaries, evidence policy, token scopes, usage settlement, retention, and offboarding. - [Agent integration reference](https://www.dharma-ai.io/docs/agent-reference): A compact deterministic entry point for coding agents and automation clients. Select the product scope before acting. Evaluation Runs must not invoke Agent Fabric enrollment or relay commands. Use the matching OpenAPI contract for exact schemas. Never infer organization identifiers, readiness, scopes, or approval from public examples.