Java 8 compatible offline evaluation contracts

Production Code Agent for controlled code changes, verification and evidence collection, powered by an OpenAI-compatible model adapter.

Destination assembly for routing canonical trace/eval data to multiple external destinations with failure isolation and external reference recording.

End-to-end assembly wiring canonical trace/eval data through OTLP and eval adapters with loopback/fake receivers for integration verification.

Langfuse native Score API adapter. Publishes canonical EvalReport findings as Langfuse scores linked to agent run traces.

Phoenix v14+ trace-annotation adapter. Publishes canonical EvalReport findings as Phoenix trace annotations linked to agent run traces.

Default Java 8 deterministic evaluation runner

Reusable frozen evidence fixtures and evaluation assertions

Programming Agent Framework - Default Implementations (Java 8 compatible)