{
  "checker": {
    "claims": [
      {
        "claim": "Automatic instrumentation initializes successfully",
        "command": "/tmp/tv-venv/bin/python example_usage.py",
        "evidence": "GenAI OpenTelemetry instrumentation setup complete.\nWarning: openai not installed. Skipping OpenAI examples.\nWarning: anthropic not installed. Skipping Anthropic examples.\nWarning: google-generativeai not installed. Skipping Google AI examples.\nWarning: psycopg2 not installed. Skipping database examples.\nWarning: redis not installed. Skipping Redis examples.\nWarning: pinecone not installed. Skipping Pinecone examples.\nWarning: kafka-python not installed. Skipping Kafka examples.\n\n--- Testing Infrastructure Instrumentation ---\n\n--- Testing Custom Configuration ---\nCustom configuration example s",
        "expected": "GenAI OpenTelemetry instrumentation setup complete.",
        "input": "example_usage.py with OTLP endpoint unset",
        "kind": "claim",
        "outcome": "Real input produced the expected result: GenAI OpenTelemetry instrumentation setup complete.",
        "returncode": 0,
        "source": "genai_otel.instrument()",
        "source_checked": true,
        "source_file": "README.md",
        "verdict": "yes"
      }
    ],
    "cycle_checks": [
      {
        "claim": "Scheduled or looping main behavior",
        "command": "",
        "evidence": "Inspected README, example_usage.py and examples entrypoints; no product scheduler or recurring cycle is documented. The example's five-second export wait is shutdown flushing, not a product cycle.",
        "expected": "identify the product trigger",
        "input": "source inspection",
        "kind": "cycle",
        "outcome": "Inspected README, example_usage.py and examples entrypoints; no product scheduler or recurring cycle is documented. The example's five-second export wait is shutdown flushing, not a product cycle.",
        "source": "repository entry points",
        "verdict": "yes"
      }
    ],
    "details": {
      "argv": [
        "/tmp/tv-venv/bin/python",
        "example_usage.py"
      ],
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "\u202616:26:09,703 - genai_otel.auto_instrument - INFO - elevenlabs instrumentation enabled\n2026-10-28 16:26:09,704 - genai_otel.auto_instrument - INFO - langchain instrumentation enabled\n2026-10-28 16:26:09,705 - genai_otel.auto_instrument - INFO - langgraph instrumentation enabled\n2026-10-28 16:26:09,707 - genai_otel.auto_instrument - INFO - llama_index instrumentation enabled\n2026-10-28 16:26:09,708 - genai_otel.auto_instrument - INFO - transformers instrumentation enabled\n2026-10-28 16:26:09,710 - genai_otel.auto_instrument - INFO - sentence_transformers instrumentation enabled\n2026-10-28 16:26:09,711 - genai_otel.auto_instrument - INFO - liquid_audio instrumentation enabled\n2026-10-28 16:26:09,713 - genai_otel.auto_instrument - INFO - autogen instrumentation enabled\n2026-10-28 16:26:09,714 - genai_otel.auto_instrument - INFO - autogen_agentchat instrumentation enabled\n2026-10-28 16:26:09,714 - genai_otel.auto_instrument - INFO - google_adk instrumentation enabled\n2026-10-28 16:26:09,715 - genai_otel.auto_instrument - INFO - pydantic_ai instrumentation enabled\n2026-10-28 16:26:09,716 - genai_otel.auto_instrument - INFO - openai_agents instrumentation enabled\n[excerpt truncated]",
      "stdout": "GenAI OpenTelemetry instrumentation setup complete.\nWarning: openai not installed. Skipping OpenAI examples.\nWarning: anthropic not installed. Skipping Anthropic examples.\nWarning: google-generativeai not installed. Skipping Google AI examples.\nWarning: psycopg2 not installed. Skipping database examples.\nWarning: redis not installed. Skipping Redis examples.\nWarning: pinecone not installed. Skipping Pinecone examples.\nWarning: kafka-python not installed. Skipping Kafka examples.\n\n--- Testing Infrastructure Instrumentation ---\n\n--- Testing Custom Configuration ---\n[excerpt truncated]",
      "working": true
    },
    "evidence_strength": "readme_checked",
    "example_checks": [
      {
        "claim": "Run the documented example_usage.py demonstration",
        "command": "/tmp/tv-venv/bin/python example_usage.py",
        "deferred": false,
        "evidence": " INFO - Global server metrics collector initialized\n2026-10-28 16:27:22,516 - genai_otel.auto_instrument - INFO - Server metrics collector initialized (KV cache, request queue)\n2026-10-28 16:27:22,517 - genai_otel.auto_instrument - INFO - Auto-instrumentation setup complete\n2026-10-28 16:27:22,519 - genai_otel - INFO - GenAI OpenTelemetry instrumentation initialized successfully\n2026-10-28 16:27:57,524 - genai_otel.cost_enrichment_processor - INFO - CostEnrichmentSpanProcessor shutdown\n2026-10-28 16:27:57,525 - genai_otel.cost_enriching_exporter - INFO - CostEnrichingSpanExporter shutting down",
        "expected": "Instrumentor initializes and example finishes",
        "input": "OTEL_EXPORTER_OTLP_ENDPOINT empty; no API credentials",
        "kind": "example",
        "outcome": "command completed successfully",
        "returncode": 0,
        "source": "example_usage.py",
        "verdict": "yes"
      }
    ],
    "status": "PASS"
  },
  "deviations": [
    "The provided source snapshot has no Git metadata; editable install initially failed because setuptools-scm could not infer a version. Re-ran with SETUPTOOLS_SCM_PRETEND_VERSION_FOR_GENAI_OTEL_INSTRUMENT=1.20.0.",
    "No provider API calls were made: example_usage.py reported provider SDKs absent and requires API keys and external services for live calls. Auto-instrumentation setup itself succeeded."
  ],
  "fault_owner": null,
  "main_blocker": null,
  "operation": "Initialize TraceVerde auto-instrumentation and run example_usage.py",
  "operation_scope": "Python 3.12.3 venv with package dependencies installed; README-compatible Python >=3.9",
  "outcome": "working",
  "plain_failure": null,
  "steps": [
    "Read README.md and inspected pyproject.toml and example_usage.py.",
    "Created /tmp/tv-venv with python3 -m venv.",
    "Installed the local package with SETUPTOOLS_SCM_PRETEND_VERSION_FOR_GENAI_OTEL_INSTRUMENT=1.20.0 /tmp/tv-venv/bin/pip install -e .",
    "Ran OTEL_EXPORTER_OTLP_ENDPOINT='' /tmp/tv-venv/bin/python example_usage.py; it printed instrumentation setup complete and export complete.",
    "Validated claims and replay with <env-var>=<guest-path> python3 -I <guest-path> --validate --replay; valid=true, status=PASS."
  ],
  "stuck_step": null,
  "suggested_fix": null
}