Guides¶

Technical implementation guides and architectural patterns for Assay.

Operational Patterns¶

• Operator Proof Flow: Follow one compact path from MCP transcript ingest to shipped C2 pack evaluation to offline release verification.
• Gateway Pattern: Reference architecture for deploying Assay as a runtime policy enforcement point (PEP) or sidecar. Use this for production traffic filtering.

Integration Guides¶

• CI/CD Integration: Configuring Assay in GitHub Actions, GitLab CI, and other pipelines.
• Self-Correction: Implementing runtime policy checks within MCP clients.
• OpenTelemetry & Langfuse: Reuse existing traces for deterministic replay, policy gates, and evidence bundles.