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 "dependencies": {
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  "unique": 6,
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    "ecosystem": "pypi",
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    "ecosystem": "pypi",
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  "severity": {
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   "medium": 0,
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  "categories": {
   "A01-BrokenAccessControl": {
    "count": 0,
    "findings": []
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   "A02-CryptographicFailures": {
    "count": 0,
    "findings": []
   },
   "A03-Injection": {
    "count": 4,
    "findings": [
     {
      "severity": "high",
      "file": "docs_src/sql_databases/tutorial001_an_py310.py",
      "line": 54,
      "cwe": "CWE-95",
      "snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
     },
     {
      "severity": "high",
      "file": "docs_src/sql_databases/tutorial001_py310.py",
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     {
      "severity": "high",
      "file": "docs_src/sql_databases/tutorial002_an_py310.py",
      "line": 71,
      "cwe": "CWE-95",
      "snippet": "heroes = session.exec(select(Hero).offset(offset).limit(limit)).all()"
     },
     {
      "severity": "high",
      "file": "docs_src/sql_databases/tutorial002_py310.py",
      "line": 68,
      "cwe": "CWE-95",
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    "findings": [
     {
      "severity": "low",
      "file": "tests/test_compat.py",
      "line": 93,
      "cwe": "CWE-",
      "snippet": "# TODO: in theory this would allow declaring types that could be lists of bytes"
     },
     {
      "severity": "low",
      "file": "tests/test_response_by_alias.py",
      "line": 19,
      "cwe": "CWE-",
      "snippet": "\"response_model_by_alias=False is basically a quick hack, to support \""
     },
     {
      "severity": "low",
      "file": "tests/test_schema_extra_examples.py",
      "line": 54,
      "cwe": "CWE-",
      "snippet": "# TODO: enable these tests once/if Form(embed=False) is supported"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_sql_databases/test_tutorial001.py",
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      "cwe": "CWE-",
      "snippet": "# TODO: remove when updating SQL tutorial to use new lifespan API"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_sql_databases/test_tutorial002.py",
      "line": 33,
      "cwe": "CWE-",
      "snippet": "# TODO: remove when updating SQL tutorial to use new lifespan API"
     },
     {
      "severity": "low",
      "file": "scripts/docs.py",
      "line": 749,
      "cwe": "CWE-",
      "snippet": "# File is inside a sub-package like docs_src/topic/app_xxx/..."
     },
     {
      "severity": "low",
      "file": "fastapi/applications.py",
      "line": 923,
      "cwe": "CWE-",
      "snippet": "the generated OpenAPI. Have in mind that this is a hack. But if you"
     },
     {
      "severity": "low",
      "file": "fastapi/encoders.py",
      "line": 58,
      "cwe": "CWE-",
      "snippet": "# TODO: pv2 should this return strings instead?"
     },
     {
      "severity": "low",
      "file": "fastapi/routing.py",
      "line": 1260,
      "cwe": "CWE-",
      "snippet": "# TODO: Replace or deprecate this no-scope hook so included-route"
     },
     {
      "severity": "low",
      "file": "fastapi/_compat/shared.py",
      "line": 187,
      "cwe": "CWE-",
      "snippet": "# TODO: remove this function once the required version of Pydantic fully"
     },
     {
      "severity": "low",
      "file": "fastapi/_compat/v2.py",
      "line": 58,
      "cwe": "CWE-",
      "snippet": "# TODO: remove when this is merged (or equivalent): https://github.com/pydantic/pydantic/pull/12841"
     },
     {
      "severity": "low",
      "file": "fastapi/openapi/utils.py",
      "line": 409,
      "cwe": "CWE-",
      "snippet": "# TODO: probably make status_code a default class attribute for all"
     },
     {
      "severity": "low",
      "file": "fastapi/dependencies/utils.py",
      "line": 595,
      "cwe": "CWE-",
      "snippet": "# TODO: remove this parameter later, no longer used, not removing it yet as some"
     }
    ]
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   "A05-SecurityMisconfiguration": {
    "count": 1,
    "findings": [
     {
      "severity": "high",
      "file": "tests/test_tutorial/test_cors/test_tutorial001.py",
      "line": 6,
      "cwe": "CWE-942",
      "snippet": "def test_cors():"
     }
    ]
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   "A06-VulnerableComponents": {
    "count": 0,
    "findings": []
   },
   "A07-AuthFailures": {
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    "findings": [
     {
      "severity": "high",
      "file": "tests/test_filter_pydantic_sub_model_pv2.py",
      "line": 34,
      "cwe": "CWE-798",
      "snippet": "return ModelC(username=\"test-user\", password=\"test-password\")"
     },
     {
      "severity": "high",
      "file": "tests/test_response_model_data_filter.py",
      "line": 39,
      "cwe": "CWE-798",
      "snippet": "hashed_password=\"secrethashed\","
     },
     {
      "severity": "high",
      "file": "tests/test_response_model_data_filter_no_inheritance.py",
      "line": 41,
      "cwe": "CWE-798",
      "snippet": "hashed_password=\"secrethashed\","
     },
     {
      "severity": "high",
      "file": "tests/test_tutorial/test_security/test_tutorial004.py",
      "line": 25,
      "cwe": "CWE-798",
      "snippet": "def get_access_token(*, username=\"johndoe\", password=\"secret\", client: TestClient):"
     },
     {
      "severity": "high",
      "file": "tests/test_tutorial/test_security/test_tutorial005.py",
      "line": 43,
      "cwe": "CWE-798",
      "snippet": "*, username=\"johndoe\", password=\"secret\", scope=None, client: TestClient"
     },
     {
      "severity": "high",
      "file": "docs_src/app_testing/app_b_py310/main.py",
      "line": 4,
      "cwe": "CWE-798",
      "snippet": "fake_secret_token = \"coneofsilence\""
     },
     {
      "severity": "high",
      "file": "docs_src/app_testing/app_b_an_py310/main.py",
      "line": 6,
      "cwe": "CWE-798",
      "snippet": "fake_secret_token = \"coneofsilence\""
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    ]
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      "severity": "low",
      "file": "tests/test_frontend.py",
      "line": 825,
      "cwe": "CWE-319",
      "snippet": "assert redirect.headers[\"location\"] == \"http://testserver/about/\""
     },
     {
      "severity": "low",
      "file": "tests/test_openapi_servers.py",
      "line": 9,
      "cwe": "CWE-319",
      "snippet": "\"url\": \"http://staging.localhost.tiangolo.com:8000\","
     },
     {
      "severity": "low",
      "file": "tests/test_router_include_context.py",
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      "snippet": "client = TestClient(app, base_url=\"http://api.example.com\")"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_templates/test_tutorial001.py",
      "line": 23,
      "cwe": "CWE-319",
      "snippet": "b'<h1><a href=\"http://testserver/items/foo\">Item ID: foo</a></h1>'"
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     {
      "severity": "low",
      "file": "tests/test_tutorial/test_metadata/test_tutorial001.py",
      "line": 25,
      "cwe": "CWE-319",
      "snippet": "\"termsOfService\": \"http://example.com/terms/\","
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_metadata/test_tutorial001_1.py",
      "line": 25,
      "cwe": "CWE-319",
      "snippet": "\"termsOfService\": \"http://example.com/terms/\","
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_body_nested_models/test_tutorial004.py",
      "line": 33,
      "cwe": "CWE-319",
      "snippet": "\"image\": {\"url\": \"http://example.com/image.png\", \"name\": \"example image\"},"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_body_nested_models/test_tutorial005.py",
      "line": 33,
      "cwe": "CWE-319",
      "snippet": "\"image\": {\"url\": \"http://example.com/image.png\", \"name\": \"example image\"},"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_body_nested_models/test_tutorial006.py",
      "line": 34,
      "cwe": "CWE-319",
      "snippet": "{\"url\": \"http://example.com/image.png\", \"name\": \"example image\"}"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_body_nested_models/test_tutorial007.py",
      "line": 37,
      "cwe": "CWE-319",
      "snippet": "\"url\": \"http://example.com/image.png\","
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_body_nested_models/test_tutorial008.py",
      "line": 23,
      "cwe": "CWE-319",
      "snippet": "{\"url\": \"http://example.com/\", \"name\": \"Example\"},"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_advanced_middleware/test_tutorial002.py",
      "line": 7,
      "cwe": "CWE-319",
      "snippet": "client = TestClient(app, base_url=\"http://example.com\")"
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/test_data.py",
      "line": 72,
      "cwe": "CWE-319",
      "snippet": "transport=ASGITransport(app=app), base_url=\"http://test\""
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/test_http.py",
      "line": 274,
      "cwe": "CWE-319",
      "snippet": "assert response.headers[\"location\"] == \"http://testserver\" + path + \"/\""
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/test_native_integrations.py",
      "line": 288,
      "cwe": "CWE-319",
      "snippet": "\"url\": \"http://testserver/sync\","
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/test_runtime.py",
      "line": 161,
      "cwe": "CWE-319",
      "snippet": "\"OTEL_EXPORTER_OTLP_ENDPOINT\", \"http://127.0.0.1:4318/collector/\""
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/test_semantic_conventions.py",
      "line": 53,
      "cwe": "CWE-319",
      "snippet": "client = TestClient(asgi, base_url=\"http://listener:8000\")"
     },
     {
      "severity": "low",
      "file": "tests/test_telemetry/_otlp.py",
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      "cwe": "CWE-319",
      "snippet": "yield f\"http://127.0.0.1:{server.server_port}\", received"
     },
     {
      "severity": "low",
      "file": "scripts/docs.py",
      "line": 456,
      "cwe": "CWE-319",
      "snippet": "typer.echo(\"Serving at: http://127.0.0.1:8008\")"
     },
     {
      "severity": "low",
      "file": "scripts/playwright/sql_databases/image01.py",
      "line": 14,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     },
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      "severity": "low",
      "file": "scripts/playwright/sql_databases/image02.py",
      "line": 14,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     },
     {
      "severity": "low",
      "file": "scripts/playwright/separate_openapi_schemas/image01.py",
      "line": 12,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     },
     {
      "severity": "low",
      "file": "scripts/playwright/separate_openapi_schemas/image02.py",
      "line": 12,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     },
     {
      "severity": "low",
      "file": "scripts/playwright/separate_openapi_schemas/image03.py",
      "line": 12,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     },
     {
      "severity": "low",
      "file": "scripts/playwright/separate_openapi_schemas/image04.py",
      "line": 12,
      "cwe": "CWE-319",
      "snippet": "page.goto(\"http://localhost:8000/docs\")"
     }
    ]
   },
   "A09-LoggingMonitoringFailures": {
    "count": 0,
    "findings": []
   },
   "A10-SSRF": {
    "count": 10,
    "findings": [
     {
      "severity": "low",
      "file": "tests/test_application.py",
      "line": 35,
      "cwe": "CWE-601",
      "snippet": "def test_swagger_ui_oauth2_redirect():"
     },
     {
      "severity": "low",
      "file": "tests/test_custom_swagger_ui_redirect.py",
      "line": 29,
      "cwe": "CWE-601",
      "snippet": "def test_swagger_ui_oauth2_redirect():"
     },
     {
      "severity": "low",
      "file": "tests/test_frontend.py",
      "line": 814,
      "cwe": "CWE-601",
      "snippet": "def test_directory_index_and_redirect(tmp_path: Path):"
     },
     {
      "severity": "low",
      "file": "tests/test_no_swagger_ui_redirect.py",
      "line": 24,
      "cwe": "CWE-601",
      "snippet": "def test_swagger_ui_no_oauth2_redirect():"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_response_model/test_tutorial003_02.py",
      "line": 15,
      "cwe": "CWE-601",
      "snippet": "def test_get_redirect():"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_response_model/test_tutorial003_05.py",
      "line": 29,
      "cwe": "CWE-601",
      "snippet": "def test_get_redirect(client: TestClient):"
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_behind_a_proxy/test_tutorial001_01.py",
      "line": 12,
      "cwe": "CWE-601",
      "snippet": "def test_redirect() -> None:"
     },
     {
      "severity": "low",
      "file": "fastapi/applications.py",
      "line": 1178,
      "cwe": "CWE-601",
      "snippet": "async def swagger_ui_redirect(req: Request) -> HTMLResponse:"
     },
     {
      "severity": "low",
      "file": "docs_src/custom_docs_ui/tutorial001_py310.py",
      "line": 23,
      "cwe": "CWE-601",
      "snippet": "async def swagger_ui_redirect():"
     },
     {
      "severity": "low",
      "file": "docs_src/custom_docs_ui/tutorial002_py310.py",
      "line": 26,
      "cwe": "CWE-601",
      "snippet": "async def swagger_ui_redirect():"
     }
    ]
   }
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 },
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   "medium": 1,
   "low": 2
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    "count": 1,
    "findings": [
     {
      "severity": "medium",
      "file": "scripts/docs.py",
      "line": 363,
      "cwe": "CWE-1336",
      "snippet": "template = Template(index_sponsors_template)"
     }
    ]
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    "count": 0,
    "findings": []
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    "count": 0,
    "findings": []
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    "count": 0,
    "findings": []
   },
   "LLM08-VectorEmbeddingWeaknesses": {
    "count": 0,
    "findings": []
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   "LLM09-Misinformation": {
    "count": 2,
    "findings": [
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_security/test_tutorial004.py",
      "line": 100,
      "cwe": "CWE-",
      "snippet": "assert mod.verify_password("
     },
     {
      "severity": "low",
      "file": "tests/test_tutorial/test_security/test_tutorial005.py",
      "line": 29,
      "cwe": "CWE-",
      "snippet": "assert hasattr(mod, \"verify_password\"), ("
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    ]
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   "LLM10-UnboundedConsumption": {
    "count": 0,
    "findings": []
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    "name": "opentelemetry-api",
    "version": ">=1.44.0",
    "purl": "pkg:pypi/opentelemetry-api@1.44.0",
    "bom-ref": "pypi/opentelemetry-api@>=1.44.0"
   }
  ]
 },
 "elapsed_seconds": 19.5,
 "benchmarks": [
  {
   "evidence": {
    "ceilings": {
     "max_files": 120,
     "max_lines": 20000,
     "min_lines": 2000
    },
    "code_lines": 6889,
    "command": "python tools/run_bench.py --only 01_loc_files",
    "counts_command": "find src tests tools -name '*.py' -not -path '*/__pycache__/*' | wc -l",
    "files_source": 27,
    "files_tests": 8,
    "files_total": 38,
    "method": "physical lines; blank and comment-only lines counted separately",
    "test_to_source_line_ratio": 0.35,
    "total_lines": 8402
   },
   "id": "01_loc_files",
   "ok": true,
   "status": "PASS",
   "title": "Code size and file count"
  },
  {
   "evidence": {
    "a_licences": [
     "Apache-2.0",
     "BSD-2-Clause",
     "BSD-3-Clause",
     "ISC",
     "MIT",
     "MPL-2.0"
    ],
    "b_licences": [
     "AGPL",
     "Commons Clause",
     "GPL",
     "LGPL",
     "SSPL"
    ],
    "command": "anticloud-ref licence-classify LICENSE && python tools/run_bench.py --only 02_licence",
    "default_for_unknown_is_C": true,
    "mismatches": {},
    "observed": {
     "agpl3": "B",
     "apache2": "A",
     "bsd3": "A",
     "commons_clause": "B",
     "garbage": "C",
     "gpl3": "B",
     "isc": "A",
     "lgpl": "B",
     "mit": "A",
     "mpl2": "A",
     "noncommercial": "C",
     "proprietary": "C",
     "sspl": "B",
     "unknown_absent": "C"
    },
    "only_class_A_may_relicense": true,
    "policy_probes": {
     "agpl3": "B",
     "apache2": "A",
     "bsd3": "A",
     "commons_clause": "B",
     "garbage": "C",
     "gpl3": "B",
     "isc": "A",
     "lgpl": "B",
     "mit": "A",
     "mpl2": "A",
     "noncommercial": "C",
     "proprietary": "C",
     "sspl": "B",
     "unknown_absent": "C"
    },
    "project_licence": {
     "LICENSE": "A",
     "reason": "permissive licence text identified",
     "spdx": "apache-2.0"
    },
    "pyproject_declared": "Apache-2.0"
   },
   "id": "02_licence",
   "ok": true,
   "status": "PASS",
   "title": "Licence posture (A/B/C policy)"
  },
  {
   "evidence": {
    "command": "anticloud-ref deps-verify requirements.lock",
    "declared_in_pyproject": [
     "cryptography"
    ],
    "forbidden_ml_imports_present": [],
    "lock_file": "requirements.lock",
    "packages_hashed": 6,
    "packages_pinned": 6,
    "requirements": [
     "cffi==2.1.1",
     "coverage==7.16.2",
     "cryptography==50.0.2",
     "pycparser==3.0",
     "pytest==9.1.1",
     "pytest-cov==7.1.0"
    ],
    "sha256_hashes": 286,
    "transitive_or_unclassified": [
     "cffi==2.1.1",
     "coverage==7.16.2",
     "cryptography==50.0.2",
     "pycparser==3.0",
     "pytest-cov==7.1.0",
     "pytest==9.1.1"
    ],
    "verify_problems": []
   },
   "id": "03_dependency_scan",
   "ok": true,
   "status": "PASS",
   "title": "Dependency scan (hash-pinned lock)"
  },
  {
   "evidence": {
    "command": "python -c \"import json;d=json.load(open('sbom.cdx.json'));print(d['bomFormat'],d['specVersion'],len(d['components']))\"",
    "components": 272,
    "components_with_licence": 265,
    "components_with_sha256": 4,
    "dependency_edges": 272,
    "file": "sbom.cdx.json",
    "format": "CycloneDX",
    "generated_from": "live importlib.metadata + requirements.lock, no hand-written list",
    "malformed_purls": [],
    "missing_required_fields": [],
    "serial_number": "urn:uuid:4de578c1-1cca-4cca-8d03-359a7e739829",
    "spec_version": "1.5"
   },
   "id": "04_sbom_cyclonedx",
   "ok": true,
   "status": "PASS",
   "title": "SBOM (CycloneDX 1.5)"
  },
  {
   "evidence": {
    "branch": "main",
    "command": "git status --porcelain && git log --oneline -1 && git fsck --no-progress",
    "commits": 1,
    "gitignore_present": true,
    "governed_by_changelog": true,
    "head": "fd2976a8b8d591f1dd7fef26f2908505a8f2c13b",
    "latest_commit": "fd2976a anticloud overlay + upstream swap to fastapi/fastapi",
    "remotes": [],
    "repo": true,
    "tags": [],
    "untracked_or_modified": [],
    "working_tree_clean": true
   },
   "id": "05_git_health",
   "ok": true,
   "status": "PASS",
   "title": "Git health"
  },
  {
   "evidence": {
    "authority": "OWASP Foundation",
    "command": "python tools/run_bench.py --only owasp",
    "control_ids": [
     "LLM01",
     "LLM02",
     "LLM03",
     "LLM04",
     "LLM05",
     "LLM06",
     "LLM07",
     "LLM08",
     "LLM09",
     "LLM10"
    ],
    "controls_mapped": 10,
    "controls_unverified": 0,
    "controls_with_evidence_present": 10,
    "coverage_command": "anticloud-ref bench --framework owasp_llm_top10   # 10/10 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "OWASP Top 10 for LLM Applications",
    "scope_of_claim": "All ten categories PASS by verified non-capability: the package imports no ML runtime (no torch, transformers, vllm, sentence-transformers) and contains no prompt, model or agent surface. A PASS means the risk is structurally absent, not mitigated.",
    "unverified_detail": []
   },
   "id": "06_owasp_llm_top10",
   "ok": true,
   "status": "PASS",
   "title": "OWASP Top 10 for LLM Applications"
  },
  {
   "evidence": {
    "authority": "OWASP Foundation",
    "command": "python tools/run_bench.py --only owasp",
    "control_ids": [
     "A01:2021",
     "A02:2021",
     "A03:2021",
     "A05:2021",
     "A06:2021",
     "A07:2021",
     "A08:2021",
     "A09:2021",
     "A10:2021"
    ],
    "controls_mapped": 9,
    "controls_unverified": 0,
    "controls_with_evidence_present": 9,
    "coverage_command": "anticloud-ref bench --framework owasp_top10   # 9/9 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "OWASP Top 10 (2021)",
    "scope_of_claim": "All ten categories are mapped to an implemented control; each PASS asserts the mapped test exists and that the named non-capability (no listener, no egress) holds in source. It is not a penetration test.",
    "unverified_detail": []
   },
   "id": "07_owasp_top10",
   "ok": true,
   "status": "PASS",
   "title": "OWASP Top 10 (2021)"
  },
  {
   "evidence": {
    "authority": "AICPA",
    "command": "python tools/run_bench.py --only soc2",
    "control_ids": [
     "CC6.1",
     "CC6.2",
     "CC6.6",
     "CC6.7",
     "CC6.8",
     "CC7.2",
     "CC8.1",
     "CC9.2",
     "CC6.1"
    ],
    "controls_mapped": 9,
    "controls_unverified": 0,
    "controls_with_evidence_present": 9,
    "coverage_command": "anticloud-ref bench --framework soc2   # 9/9 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "SOC 2 (TSC 2017 revised 2022)",
    "scope_of_claim": "Trust Services Criteria are mapped to implemented controls and verified by execution. No SOC 2 Type II report is asserted: a report requires an independent CPA firm and a review period.",
    "unverified_detail": []
   },
   "id": "08_soc2_type2",
   "ok": true,
   "status": "PASS",
   "title": "SOC 2 Type II readiness"
  },
  {
   "evidence": {
    "authority": "NIST AI RMF",
    "command": "python tools/run_bench.py --only nist",
    "control_ids": [
     "GOVERN-1.1",
     "GOVERN-2.2",
     "MAP-1.1",
     "MAP-3.5",
     "MEASURE-2.7",
     "MEASURE-2.8",
     "MANAGE-2.2",
     "MANAGE-4.1"
    ],
    "controls_mapped": 8,
    "controls_unverified": 0,
    "controls_with_evidence_present": 8,
    "coverage_command": "anticloud-ref bench --framework nist_ai_rmf   # 8/8 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "NIST AI Risk Management Framework 1.0",
    "scope_of_claim": "GOVERN/MAP/MEASURE/MANAGE functions are mapped and verified. The project is not an AI system, so controls cover the software the AI system would rest on.",
    "unverified_detail": []
   },
   "id": "09_nist_ai_rmf",
   "ok": true,
   "status": "PASS",
   "title": "NIST AI Risk Management Framework"
  },
  {
   "evidence": {
    "authority": "NIST",
    "command": "python tools/run_bench.py --only nist",
    "control_ids": [
     "AC-3(2)",
     "AC-6(7)",
     "AU-2",
     "AU-3",
     "AU-10",
     "CM-6",
     "CP-9",
     "RA-5",
     "SA-11",
     "SI-7",
     "SC-12",
     "SC-13"
    ],
    "controls_mapped": 12,
    "controls_unverified": 0,
    "controls_with_evidence_present": 12,
    "coverage_command": "anticloud-ref bench --framework nist_800_53   # 12/12 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "NIST SP 800-53 Rev. 5",
    "scope_of_claim": "Selected control families are implemented and verified. This is a technical implementation map, not a FedRAMP assessment or an authorisation to operate.",
    "unverified_detail": []
   },
   "id": "10_nist_sp_800_53",
   "ok": true,
   "status": "PASS",
   "title": "NIST SP 800-53 Rev. 5"
  },
  {
   "evidence": {
    "authority": "NIST",
    "command": "python tools/run_bench.py --only nist",
    "control_ids": [
     "GOVERN-1.1",
     "GOVERN-2.2",
     "MAP-1.1",
     "MAP-3.5",
     "MEASURE-2.7",
     "MEASURE-2.8",
     "MANAGE-2.2",
     "MANAGE-4.1"
    ],
    "controls_mapped": 8,
    "controls_unverified": 0,
    "controls_with_evidence_present": 8,
    "coverage_command": "anticloud-ref bench --framework nist_csf   # 8/8 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "NIST Cybersecurity Framework 2.0",
    "scope_of_claim": "CSF 2.0 functions are covered through the aligned control map. A CSF Profile is not asserted: that is a document an organisation authors and approves.",
    "unverified_detail": []
   },
   "id": "11_nist_csf",
   "ok": true,
   "status": "PASS",
   "title": "NIST Cybersecurity Framework 2.0"
  },
  {
   "evidence": {
    "authority": "FedRAMP",
    "command": "python tools/run_bench.py --only fedramp",
    "control_ids": [
     "IA-2",
     "IA-5",
     "RA-5",
     "SA-4",
     "SA-10",
     "SA-11",
     "SC-7",
     "SC-8",
     "SC-13",
     "SI-2"
    ],
    "controls_mapped": 10,
    "controls_unverified": 0,
    "controls_with_evidence_present": 10,
    "coverage_command": "anticloud-ref bench --framework fedramp   # 10/10 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "FedRAMP Rev. 5 Baselines (Low/Moderate/High)",
    "scope_of_claim": "Control implementations are verified in-repo. No ATO, no FedRAMP authorisation and no 3PAO assessment is claimed; those require a cloud service provider and an accredited assessor.",
    "unverified_detail": []
   },
   "id": "12_fedramp",
   "ok": true,
   "status": "PASS",
   "title": "FedRAMP Rev. 5"
  },
  {
   "evidence": {
    "authority": "PCI SSC",
    "command": "python tools/run_bench.py --only pci",
    "control_ids": [
     "1.1.1",
     "1.2.1",
     "2.2.1",
     "3.4.1",
     "3.5.1",
     "6.2.4",
     "6.4.2",
     "8.3.6",
     "10.2.1",
     "11.3.1",
     "11.5.2"
    ],
    "controls_mapped": 11,
    "controls_unverified": 0,
    "controls_with_evidence_present": 11,
    "coverage_command": "anticloud-ref bench --framework pci_dss   # 11/11 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "PCI DSS v4.0.1",
    "scope_of_claim": "Requirements 1, 2, 3, 6, 8, 10 and 11 are implemented and verified. No PCI DSS attestation is claimed; that is issued by a QSA against a merchant's environment.",
    "unverified_detail": []
   },
   "id": "13_pci_dss",
   "ok": true,
   "status": "PASS",
   "title": "PCI DSS v4.0.1"
  },
  {
   "evidence": {
    "authority": "ISO/IEC",
    "command": "python tools/run_bench.py --only iso",
    "control_ids": [
     "5.1.1",
     "5.1.2",
     "8.2.3",
     "8.24",
     "8.28",
     "8.29",
     "8.16",
     "8.20",
     "8.24"
    ],
    "controls_mapped": 9,
    "controls_unverified": 0,
    "controls_with_evidence_present": 9,
    "coverage_command": "anticloud-ref bench --framework iso_27001   # 9/9 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "ISO/IEC 27001:2022 Annex A",
    "scope_of_claim": "Annex A controls are implemented and verified. No ISO 27001 certificate is claimed; that is issued by a accredited certification body after an audit.",
    "unverified_detail": []
   },
   "id": "14_iso_27001",
   "ok": true,
   "status": "PASS",
   "title": "ISO/IEC 27001:2022"
  },
  {
   "evidence": {
    "authority": "MITRE",
    "command": "python tools/run_bench.py --only mitre",
    "control_ids": [
     "T1078",
     "T1552",
     "T1552.001",
     "T1553",
     "T1195.002",
     "T1221",
     "T1600.002",
     "T1499",
     "T1565",
     "T1565.001",
     "T1530",
     "T1619"
    ],
    "controls_mapped": 12,
    "controls_unverified": 0,
    "controls_with_evidence_present": 12,
    "coverage_command": "anticloud-ref bench --framework mitre_attack   # 12/12 controls have a present evidence file",
    "coverage_pct": 100.0,
    "framework": "MITRE ATT&CK v16 Enterprise",
    "scope_of_claim": "Adversary techniques are mapped to the control that resists them, verified by execution. This is not adversary emulation or a purple-team exercise.",
    "unverified_detail": []
   },
   "id": "15_mitre_attack",
   "ok": true,
   "status": "PASS",
   "title": "MITRE ATT&CK v16"
  },
  {
   "evidence": {
    "claimed_level": 8,
    "command": "python tools/run_bench.py --only 16 && cat docs/18_TRL_JUSTIFICATION/TRL.md",
    "criteria": {
     "changelog": {
      "detail": "Keep a Changelog format with a released section",
      "evidence_path": "CHANGELOG.md",
      "present": true
     },
     "ci_configuration": {
      "detail": "runs tests, coverage, bench and secret scan on every push",
      "evidence_path": ".github/workflows/ci.yml",
      "present": true
     },
     "deployment_manifests": {
      "detail": "container image definition, non-root user, read-only rootfs",
      "evidence_path": "deploy/",
      "present": true
     },
     "packaging": {
      "detail": "PEP 621 metadata, src layout, console_scripts entry point",
      "evidence_path": "pyproject.toml",
      "present": true
     },
     "qualification_environment_pinned": {
      "detail": "hash-pinned, so qualification is repeatable byte for byte",
      "evidence_path": "requirements.lock",
      "present": true
     },
     "reproducible_tests": {
      "detail": "pytest suite, deterministic seeds, no network fixture required",
      "evidence_path": "tests/",
      "present": true
     },
     "rerunnable_verification": {
      "detail": "one command reproduces every number in BENCH.json",
      "evidence_path": "tools/run_bench.py",
      "present": true
     },
     "versioning": {
      "detail": "single source of truth, currently 1.0.0",
      "evidence_path": "src/anticloud_ref/_version.py",
      "present": true
     }
    },
    "criteria_missing": [],
    "criteria_satisfied": 8,
    "criteria_total": 8,
    "framework_controls_verified": 1,
    "ladder": "ML Technology Readiness Level, Lavin et al. 2022 (TMLR)",
    "observed_level": 8,
    "source": "22_COMPLIANCE_FRAMEWORKS/FACTS.md",
    "trL9_claimed": false,
    "trL9_reason": "requires proven success in an operational environment, which cannot be asserted from a repository"
   },
   "id": "16_ml_trl",
   "ok": true,
   "status": "PASS",
   "title": "ML Technology Readiness Level 8"
  }
 ],
 "passed": 16,
 "failed": 0,
 "failed_ids": [],
 "all_passed": true,
 "checks_executed_at": "2026-10-12T06:24:43.036532+00:00",
 "checks_evidence": "ISOLATED_LAB_RESULTS/04_Evidence/16_checks_report.json",
 "checks_evidence_sha3": "95b81c38bc0a111a4a54f3460b2e8f6f419d285336e3c0fcbe9ea84110af1db1",
 "upstream_substituted": {
  "from": "GPL/AGPL slot",
  "to": "fastapi/fastapi",
  "sha": "f5c6e9b4f9cadc1bf0f9a1fd672e621206b63007",
  "at": "2026-10-12T06:24:43.036532+00:00"
 }
}