{
  "version": "1.6.0",
  "status": "published",
  "source_commit": "af2159516a67172cc8f2a1ff62213296b1b67112",
  "release_url": "https://github.com/Smart-AI-Memory/attune-harness/releases/tag/v1.6.0",
  "pypi_url": "https://pypi.org/project/attune-harness/1.6.0/",
  "artifacts": {
    "attune_harness-1.6.0-py3-none-any.whl": "e25341c1372f56b23bc843bda25559fdd2d2b95d27beb026173e6dd22236322a",
    "attune_harness-1.6.0.tar.gz": "7290128ce499d4ce28aef6fe7b4c045f37d0534dff7c26b074bbc139cba5c6ae"
  },
  "qualification": {
    "library_run": "https://github.com/Smart-AI-Memory/attune-harness/actions/runs/41165032497/attempts/2",
    "publish_false_rehearsal": "https://github.com/Smart-AI-Memory/attune-harness/actions/runs/41177908245",
    "production_publish_run": "https://github.com/Smart-AI-Memory/attune-harness/actions/runs/41178228727",
    "boundary": "Exact-main software qualification and installed artifacts; GitHub assets matched published PyPI bytes. The first Windows Server 2025 installed attempt timed out; one unchanged approved rerun passed. This is not complete Windows parity."
  },
  "post_publication_install": {
    "platform": "macOS arm64",
    "python": "3.12.2",
    "profile": "base",
    "installed_runtime_payloads_matched": 119,
    "base_journey": [
      "plan",
      "accept",
      "build",
      "review",
      "status"
    ],
    "model_calls": 0,
    "boundary": "Fresh public-index install outside the source checkout with dependency check; not actual assistant-host or independent-user acceptance."
  },
  "redis": {
    "profile": {
      "platform": "macOS arm64",
      "python": "3.12.2",
      "redis_py": "5.3.1",
      "redis_server": "7.4.7",
      "search": "2.10.20"
    },
    "assertions_passed": 77,
    "artifact_binding": "Rehearsal and publication wheels have the same SHA-256; the exact-wheel disposable-service evidence applies to the published wheel.",
    "verified": [
      "Existing legacy and generation readers against compatible supplied records",
      "Unavailable-service behavior",
      "Clean-restart persistence using retained mirror and AOF state"
    ],
    "limits": [
      "Installing the redis extra installs the client, not a Redis service or compatible records",
      "No new writer, generation publisher or automatic cross-agent recall",
      "No Windows Redis service, successful TLS/ACL configuration or abrupt-crash recovery qualification"
    ]
  },
  "historical_records": {
    "release_1_5_1": "release-1.5.1.json",
    "published_1_5_0": "verification.json",
    "preparation": "preparation.json",
    "policy": "Original records, versioned guides and goal assets preserved; not relabeled as 1.6.0 observations"
  },
  "limits": [
    "Software qualification does not establish model quality or consistent fresh, resumed or delegated-agent recall",
    "Host plugins are separate installations; a catalog pin does not prove an existing host updated or invoked its skills",
    "Native memory and paid provider acceptance retain their stated experimental or unverified boundaries",
    "New writer, RedisVL and cross-agent/backend experiments remain separately approval-gated"
  ]
}