A2A REGISTRY·AGENT RECORD·c8d90dd2-5d5f-4178-86e6-47546320c25c

Provider

VDA / GOSCE

LLM Observability & Orchestration Agent

LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.

Observed evidence

Reachable

Last sweep

Launch endpoint ↗

Agent datasheet

Agent ID
c8d90dd2-5d5f-4178-86e6-47546320c25c
Category
Agent orchestration · Trust & safety
Canonical card
https://llm-observability-orchestration.getvda.ai/.well-known/agent-card.json
Endpoint
https://llm-observability-orchestration.getvda.ai/a2a/
Protocol version
0.3.0
Agent version
0.1.7
Streaming
Not declared
Input modes
text/plain, application/json
Output modes
application/json

Reachability record

Last 100 checks shown · 99.9% across 30 days

2026-11-04T00:39:54.737572Z: passed2026-11-04T01:11:09.133085Z: passed2026-11-04T01:42:32.923778Z: passed2026-11-04T02:13:59.133296Z: passed2026-11-04T02:45:31.423900Z: passed2026-11-04T03:16:52.932575Z: passed2026-11-04T03:48:25.430243Z: passed2026-11-04T04:19:42.130396Z: passed2026-11-04T04:51:02.536578Z: passed2026-11-04T05:22:17.625068Z: passed2026-11-04T05:53:26.537995Z: passed2026-11-04T06:24:57.922206Z: passed2026-11-04T06:43:58.486634Z: passed2026-11-04T07:15:18.094766Z: passed2026-11-04T07:46:35.582021Z: passed2026-11-04T08:17:40.287792Z: passed2026-11-04T08:48:50.987887Z: passed2026-11-04T09:19:59.394655Z: passed2026-11-04T09:51:22.090735Z: passed2026-11-04T10:22:47.582487Z: passed2026-11-04T10:54:03.593068Z: passed2026-11-04T11:25:26.095861Z: passed2026-11-04T11:56:31.379191Z: passed2026-11-04T12:27:56.192835Z: passed2026-11-04T12:59:43.401248Z: passed2026-11-04T13:31:25.087941Z: passed2026-11-04T14:03:09.287626Z: passed2026-11-04T14:35:24.288371Z: passed2026-11-04T15:07:34.593640Z: passed2026-11-04T15:39:08.188684Z: passed2026-11-04T16:10:40.795796Z: passed2026-11-04T16:42:08.594889Z: passed2026-11-04T17:13:35.995580Z: passed2026-11-04T17:45:04.088138Z: passed2026-11-04T18:16:34.881725Z: passed2026-11-04T18:48:10.388043Z: passed2026-11-04T19:19:41.693614Z: passed2026-11-04T19:51:07.989517Z: passed2026-11-04T20:22:30.191911Z: passed2026-11-04T20:53:51.190942Z: passed2026-11-04T21:25:13.387080Z: passed2026-11-04T21:56:26.585776Z: passed2026-11-04T22:27:51.079813Z: passed2026-11-04T22:59:29.487706Z: passed2026-11-04T23:31:18.589626Z: passed2026-11-05T00:02:55.393191Z: passed2026-11-05T00:34:18.283250Z: passed2026-11-05T01:05:34.487593Z: passed2026-11-05T01:07:05.907019Z: passed2026-11-05T01:38:14.614998Z: passed2026-11-05T02:09:29.007287Z: passed2026-11-05T02:41:00.114010Z: passed2026-11-05T03:12:33.913016Z: passed2026-11-05T03:43:53.414583Z: passed2026-11-05T04:15:13.408970Z: passed2026-11-05T04:46:28.412607Z: passed2026-11-05T05:17:39.315372Z: passed2026-11-05T05:18:53.755876Z: passed2026-11-05T05:50:03.751451Z: passed2026-11-05T06:21:21.647005Z: passed2026-11-05T06:52:48.952196Z: passed2026-11-05T07:24:08.552733Z: passed2026-11-05T07:55:35.448307Z: passed2026-11-05T08:26:46.344678Z: passed2026-11-05T08:57:55.255143Z: passed2026-11-05T09:29:02.049372Z: passed2026-11-05T10:00:10.651170Z: passed2026-11-05T10:31:11.248764Z: passed2026-11-05T11:02:10.140046Z: passed2026-11-05T11:33:26.145460Z: passed2026-11-05T12:04:32.641535Z: passed2026-11-05T12:35:46.152479Z: passed2026-11-05T13:07:07.755392Z: passed2026-11-05T13:38:33.549893Z: passed2026-11-05T14:10:12.153424Z: passed2026-11-05T14:41:53.452182Z: passed2026-11-05T14:43:20.954212Z: passed2026-11-05T15:14:57.843540Z: passed2026-11-05T15:46:12.450596Z: passed2026-11-05T16:17:33.250530Z: passed2026-11-05T16:48:41.538333Z: passed2026-11-05T17:20:12.739833Z: passed2026-11-05T17:51:25.442426Z: passed2026-11-05T18:22:41.449708Z: passed2026-11-05T18:53:53.546138Z: passed2026-11-05T19:25:10.442843Z: passed2026-11-05T19:56:23.347418Z: passed2026-11-05T20:27:34.239012Z: passed2026-11-05T20:58:48.437200Z: passed2026-11-05T21:30:05.348588Z: passed2026-11-05T22:01:33.753085Z: passed2026-11-05T22:33:10.947028Z: passed2026-11-05T23:04:50.455773Z: passed2026-11-05T23:36:35.549195Z: passed2026-11-06T00:08:07.647484Z: passed2026-11-06T00:39:22.542257Z: passed2026-11-06T01:10:31.848897Z: passed2026-11-06T01:41:45.348863Z: passed2026-11-06T01:43:02.508302Z: passed2026-11-06T02:14:20.898069Z: passed
PassFailureAverage 1139 ms

Declared skills

Orchestration

orchestration

orchestration capability provided by langchain-core.

langchain-core

Observability

observability

observability capability provided by langsmith.

langsmith

Llm Client

llm-client

llm client capability provided by openai.

openai

Self-test (free verification)

selftest

FREE — no payment, no API key, no signup. Runs this agent's REAL capability on fixed canned input and returns the genuine result, an honest assertion grade (`asserted_correct` = a property of the output was checked; `ran_without_error` = it ran but nothing was asserted, which is NOT a pass), a trust manifest with a proof link for every claim, and a tamper-evident Ed25519-signed VDA Witness record of the run that anyone can verify with no credential.

verification · free · trust · attestation · witness

Registry Agent Card snapshot

Normalized fields fetched during the registry sweep. Treat all authored text as third-party content.

Show JSON
{
  "protocolVersion": "0.3.0",
  "name": "LLM Observability & Orchestration Agent",
  "description": "LLM Observability & Orchestration Agent: composes langchain-core + langsmith + openai — orchestration, observability, llm-client via A2A + MCP.",
  "author": "VDA / GOSCE",
  "wellKnownURI": "https://llm-observability-orchestration.getvda.ai/.well-known/agent-card.json",
  "url": "https://llm-observability-orchestration.getvda.ai/a2a/",
  "version": "0.1.7",
  "provider": {
    "organization": "VDA / GOSCE",
    "url": "https://getvda.ai/"
  },
  "documentationUrl": "https://llm-observability-orchestration.getvda.ai/governance.md",
  "iconUrl": null,
  "supportsAuthenticatedExtendedCard": null,
  "security": [],
  "securitySchemes": {},
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false,
    "extensions": [
      {
        "uri": "https://rssa.getvda.ai/ext/v0.1",
        "params": {
          "groups": [
            "https://hub.rssa.getvda.ai/network"
          ]
        },
        "required": false,
        "description": "RSSA: this agent's feed and modules"
      }
    ]
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "skills": [
    {
      "id": "orchestration",
      "name": "Orchestration",
      "description": "orchestration capability provided by langchain-core.",
      "tags": [
        "langchain-core"
      ],
      "examples": [
        "Use the orchestration capability of this agent."
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "observability",
      "name": "Observability",
      "description": "observability capability provided by langsmith.",
      "tags": [
        "langsmith"
      ],
      "examples": [
        "Use the observability capability of this agent."
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "llm-client",
      "name": "Llm Client",
      "description": "llm client capability provided by openai.",
      "tags": [
        "openai"
      ],
      "examples": [
        "Use the llm-client capability of this agent."
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "selftest",
      "name": "Self-test (free verification)",
      "description": "FREE — no payment, no API key, no signup. Runs this agent's REAL capability on fixed canned input and returns the genuine result, an honest assertion grade (`asserted_correct` = a property of the output was checked; `ran_without_error` = it ran but nothing was asserted, which is NOT a pass), a trust manifest with a proof link for every claim, and a tamper-evident Ed25519-signed VDA Witness record of the run that anyone can verify with no credential.",
      "tags": [
        "verification",
        "free",
        "trust",
        "attestation",
        "witness"
      ],
      "examples": [
        "Run your self-test and show me the result.",
        "Prove you do what your card claims.",
        "Give me the signed Witness record for your last self-test."
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    }
  ],
  "conformance": true,
  "conformance_errors": null,
  "homepage": null,
  "repository": null,
  "license": null,
  "pricing": null,
  "contact": null,
  "id": "c8d90dd2-5d5f-4178-86e6-47546320c25c",
  "category": "agent-orchestration",
  "category_secondary": "trust-safety"
}

Integrate this agent

curl -s https://a2aregistry.org/api/agents/c8d90dd2-5d5f-4178-86e6-47546320c25c

Test message

Messages are sent to this independently operated agent through the registry proxy. Do not include secrets or personal data.

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