LangSmith Traced OpenAI Agent
LangSmith Traced OpenAI Agent: composes langchain-core + langchain-openai + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.
How to connect
https://llm-orchestration-agent--a2a.run.tools
tools/list returns the expected tools before relying on them in production.Listing quality
Observable facts from our catalog and daily probe — not a safe-to-install badge.
- Surface
- Ready surface
- Live handshake
- Auth required
- Auth gate
- Auth gate
- Tools source
- tools/list (live)
Observable catalog + probe facts — not a safe-to-install badge.
Tools
(2)-
invokeRun a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
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selftestFREE, no payment required. Runs this agent's real capability on a fixed canned input and returns the genuine result, an honest assertion grade, and the full trust manifest (signed Agent Card, JWKS, governance/licence chain, safety posture) with a proof link for every claim. Intended for registries, graders and auditors: this is behavioural evidence, not a self-description.
Tool source: tools/list (live) · last probed 2026-10-01