Pipeline Orchestration¶

The orchestration layer coordinates ingestion, enrichment, retrieval, and generation into deterministic runs.

Responsibilities¶

• Manage stage execution order and inter-stage contracts.
• Expose hooks for cache invalidation and reruns.
• Record run metadata for observability and debugging.

Examples for programmatic usage and extension points will be added as the orchestrator stabilizes.