What this documentation covers

• SDK installation and versioning.
• Examples: create a run, attach knowledge sources, call tools.
• Schema helpers and validation utilities.
• Tracing and correlation propagation utilities.
• Testing utilities for evaluation harnesses.

Who this is for

• Developers who prefer code-first integration rather than manual API calls.

Operational expectations

• Examples favor deterministic behavior and explicit contracts (schemas, IDs, correlation).
• Security is treated as a default: least privilege, audit logs, and safe fallbacks.
• Changes are versioned; breaking changes should be announced via /docs/changelog.