{
  "observed_at_utc": "2026-09-15T13:25:57.899395+00:00",
  "scope": "Recorded profiles; failure is not a universal vendor restriction",
  "adapters": {
    "cursor-cli": {
      "category": "missing_prerequisite",
      "detail": "CURSOR_API_KEY absent in supplied experiments/.env; adapter fails before model calls. Custom routing remains unqualified.",
      "source": "https://prod.cursor.com/docs/cli/reference/authentication"
    },
    "devin": {
      "category": "missing_prerequisite",
      "detail": "DEVIN_API_KEY absent in supplied experiments/.env; installer refuses to proceed. No provider compatibility claim is supported."
    },
    "rovodev-cli": {
      "category": "missing_prerequisite",
      "detail": "ROVODEV_USER_EMAIL and ROVODEV_USER_API_TOKEN absent; adapter fails before model calls.",
      "source": "https://support.atlassian.com/rovo/docs/use-rovo-dev-cli/"
    },
    "eve": {
      "category": "missing_application",
      "detail": "The adapter requires an Eve project with package.json and agent configuration. None was supplied. Do not create a substitute agent solely to obtain a pass.",
      "source": "https://github.com/vercel/eve"
    },
    "computer-1": {
      "category": "profile_mismatch",
      "detail": "Desktop setup failed in one trial; another explicitly required vision input. The qualification vLLM profile disables image/video input and the text-token training contract does not qualify visual embeddings."
    },
    "antigravity-sdk": {
      "category": "trajectory_reconciliation",
      "detail": "The SDK executes tools and one vLLM task scored 1.0, but its trajectory separates usage-bearing model events from tool execution events without usage. Exact reconciliation fails; do not ignore arbitrary zero/missing-count events."
    },
    "openhands": {
      "category": "trajectory_reconciliation",
      "detail": "Evaluation retries work. One vLLM trajectory attributes a failed tool-call completion to the next step, mixing per-call and cumulative usage. No relaxed count matching was introduced."
    },
    "codex": {
      "category": "model_route_behavior",
      "detail": "OpenAI, native Anthropic and vLLM work in the recorded profiles. The HF Qwen3.5-9B:together retry stops after one captured response; it remains experimental across all four profiles."
    },
    "swe-agent": {
      "category": "runtime_failure",
      "detail": "The native Anthropic trials timed out at the configured 600-second agent limit. Other provider evidence remains separate."
    },
    "trae-agent": {
      "category": "routing_failure",
      "detail": "Native Anthropic trials captured no calls; other provider profiles must not imply native Anthropic support."
    },
    "openclaw": {
      "category": "trajectory_export_failure",
      "detail": "The bounded official-export retry completed both tasks, but the bridge failed to produce a per-call Harbor transcript. Native export bundles exist; Harbor still read aggregate usage. Both vLLM captures failed exact reconciliation. Keep experimental and do not split aggregate counts or weaken the gate."
    },
    "nemo-agent": {
      "category": "profile_scope_and_hf_failure",
      "detail": "The explicit shell-1.9.0 workflow passed both tasks on vLLM, OpenAI and native Anthropic. HF task8 passed; task9 stopped after one model response, so HF qualification failed. Native ATIF omits independent token counts; engine IDs/logprobs remain authoritative. This does not qualify arbitrary NeMo workflows."
    },
    "acp": {
      "category": "profile_scope",
      "detail": "The explicit opencode-1.18.30 ACP distribution passes vLLM, native Anthropic and HF. One OpenAI task failed, so ACP remains experimental. Native usage is partial: known counts agree and missing-count steps match unique tool-call IDs. HF recovered from 429 responses. This does not qualify arbitrary ACP agents."
    },
    "opencode": {
      "category": "recovered_transport_failure",
      "detail": "Current-code OpenAI task9 encountered a Gradio tunnel 404 after tool execution. One same-source/profile fresh-tunnel pair retry (transport-v13) passed both tasks. Original failure remains recorded."
    }
  }
}