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Containers running as root expand the blast radius of any vulnerability inside the image."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-0c413508cd27e0a2", "name": "Docker base image is tag-pinned but not digest-pinned: python:3.12-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.12-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. 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This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-29c25ad25954356a", "name": "Possible secret in pi_setup.py", "shortDescription": {"text": "Possible secret in pi_setup.py"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-ff5dc9b1f99c7486", "name": "Possible secret in check_logs.py", "shortDescription": {"text": "Possible secret in check_logs.py"}, "fullDescription": {"text": "Detected pattern matching password_literal. 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Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-c011beaf537138e5", "name": "Possible secret in patch_buzzer_control.py", "shortDescription": {"text": "Possible secret in patch_buzzer_control.py"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-9e69c48adeafd97f", "name": "Possible secret in deploy_buzzer.py", "shortDescription": {"text": "Possible secret in deploy_buzzer.py"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. 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In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-712093c267e09065", "name": "Network/subprocess call without timeout or try/except \u2014 test_buzzer_gpio.py:7", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 test_buzzer_gpio.py:7"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-0f9edd9d9a4635ca", "name": "Legacy-named symbol `model_copy` in sentry_agent/tests/test_storage.py:132", "shortDescription": {"text": "Legacy-named symbol `model_copy` in sentry_agent/tests/test_storage.py:132"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsentry_agent/sentry/__main__.py:serve, sentry_agent/sentry/__main__.py:mock\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-515963e7d62c22be", "name": "Unused endpoint: GET /snapshot.jpg", "shortDescription": {"text": "Unused endpoint: GET /snapshot.jpg"}, "fullDescription": {"text": "`sentry_agent/sentry/camera/relay.py` declares `GET /snapshot.jpg` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5f352a83c1cf19f2", "name": "Unused endpoint: GET /stream.mjpeg", "shortDescription": {"text": "Unused endpoint: GET /stream.mjpeg"}, "fullDescription": {"text": "`sentry_agent/sentry/camera/relay.py` declares `GET /stream.mjpeg` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5baa8971ebe192a1", "name": "Unused endpoint: GET /", "shortDescription": {"text": "Unused endpoint: GET /"}, "fullDescription": {"text": "`sentry_agent/sentry/camera/relay.py` declares `GET /` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code \u2014 consider removing or documenting who consumes it."}, "properties": {"scanner": "scanner-primary", "layer": "api", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/18500"}, "properties": {"repository": "RoyRizkallah/IOT", "repoUrl": "https://github.com/RoyRizkallah/IOT", "branch": "main"}, "results": [{"ruleId": "scanner-0345fadabaad1d2d", "level": "note", "message": {"text": "Possibly dead Python function: register"}, "properties": {"repobilityId": "3dcfff96740bd31f", "scanner": "scanner-primary", "fingerprint": "0345fadabaad1d2d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sentry_agent/sentry/mqtt/bus.py:77"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ccc03d41a82477a3", "level": "warning", "message": {"text": "Dockerfile runs as root: sentry_agent/Dockerfile"}, "properties": {"repobilityId": 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"confidence": 1.0, "tags": ["coverage", "deployment"]}}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-29c25ad25954356a", "level": "error", "message": {"text": "Possible secret in pi_setup.py"}, "properties": {"repobilityId": "1c2862140935788f", "scanner": "scanner-primary", "fingerprint": "29c25ad25954356a", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pi_setup.py"}, "region": {"startLine": 9}}}]}, {"ruleId": "scanner-ff5dc9b1f99c7486", "level": "error", "message": {"text": "Possible secret in check_logs.py"}, "properties": {"repobilityId": "1fe2df1733db18d9", "scanner": "scanner-primary", "fingerprint": "ff5dc9b1f99c7486", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "check_logs.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-a95ac68b6d077256", "level": "error", "message": {"text": "Possible secret in check_pi.py"}, "properties": {"repobilityId": "17eadb117d396539", "scanner": "scanner-primary", "fingerprint": "a95ac68b6d077256", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "check_pi.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-c002944798bf6961", "level": "error", "message": {"text": "Possible secret in start_pi.py"}, "properties": {"repobilityId": "1b2b9ac1917cb11b", "scanner": "scanner-primary", "fingerprint": "c002944798bf6961", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "start_pi.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-84f9035698f41cae", "level": "error", "message": {"text": "Possible secret in connect_wifi.py"}, "properties": {"repobilityId": "e7555e7ddb0ba7ab", "scanner": "scanner-primary", "fingerprint": "84f9035698f41cae", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "connect_wifi.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-e14e1e0b4f7d566a", "level": "error", "message": {"text": "Possible secret in read_pi_files.py"}, "properties": {"repobilityId": "260e17d3f723fcd5", "scanner": "scanner-primary", "fingerprint": "e14e1e0b4f7d566a", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "read_pi_files.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-7f9c898156b6f301", "level": "error", "message": {"text": "Possible secret in verify_pi.py"}, "properties": {"repobilityId": "e05dc6bda7ecd449", "scanner": "scanner-primary", "fingerprint": "7f9c898156b6f301", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "verify_pi.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-6ef6236612e3a40a", "level": "error", "message": {"text": "Possible secret in fix_buzzer_pin.py"}, "properties": {"repobilityId": "f226348fbca27358", "scanner": "scanner-primary", "fingerprint": "6ef6236612e3a40a", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "fix_buzzer_pin.py"}, "region": {"startLine": 5}}}]}, {"ruleId": "scanner-c011beaf537138e5", "level": "error", "message": {"text": "Possible secret in patch_buzzer_control.py"}, "properties": {"repobilityId": "a47a7a5c2ee894c3", "scanner": "scanner-primary", "fingerprint": "c011beaf537138e5", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "patch_buzzer_control.py"}, "region": {"startLine": 19}}}]}, {"ruleId": "scanner-9e69c48adeafd97f", "level": "error", "message": {"text": "Possible secret in deploy_buzzer.py"}, "properties": {"repobilityId": "292e1d9f4c461d28", "scanner": "scanner-primary", "fingerprint": "9e69c48adeafd97f", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "deploy_buzzer.py"}, "region": {"startLine": 386}}}]}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "18faaf4d3c9fd232", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "43750e066403f989", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-72b2a6250083a784", "level": "warning", "message": {"text": "Placeholder or mock-heavy implementation detected"}, "properties": {"repobilityId": "631ae48ab1820d60", "scanner": "scanner-primary", "fingerprint": "72b2a6250083a784", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "incomplete", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "5a876ec58f46d09f", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": 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