{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-947fc0de02f5916c", "name": "Possibly dead Python function: IngestDocuments", "shortDescription": {"text": "Possibly dead Python function: IngestDocuments"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8328594003a958d9", "name": "Possibly dead Python function: ListKBClaims", "shortDescription": {"text": "Possibly dead Python function: ListKBClaims"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-70f4bb96cbc7beee", "name": "Possibly dead Python function: ListConflicts", "shortDescription": {"text": "Possibly dead Python function: ListConflicts"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-d8366155fb650eb1", "name": "Possibly dead Python function: GetKBStats", "shortDescription": {"text": "Possibly dead Python function: GetKBStats"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-7d7bc414ad3fe2f7", "name": "Stray `console.log` in TS/JS \u2014 frontend-react/src/components/audit/AuditFeed.tsx:14", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 frontend-react/src/components/audit/AuditFeed.tsx:14"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b442aa198d288515", "name": "Icon-only button without accessible name \u2014 frontend-react/src/components/audit/AuditDetail.tsx:38", "shortDescription": {"text": "Icon-only button without accessible name \u2014 frontend-react/src/components/audit/AuditDetail.tsx:38"}, "fullDescription": {"text": "A `<button>` whose only child is a single glyph or symbol needs `title=` or `aria-label=` so screen readers (and tooltips on hover) work.\n\nWhy: P3 in CHECKLIST.md \u2014 icon-only buttons skipped a title.\nRule id: fq.button.no-label"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-57f0b4ee0bb16c3d", "name": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/audit/AuditRow.tsx:65", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/audit/AuditRow.tsx:65"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-64c20e2cf67d5623", "name": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/history/HistoryView.tsx:192", "shortDescription": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/history/HistoryView.tsx:192"}, "fullDescription": {"text": "A truncated value should reveal the full text on hover. Pass the full string via `title={...}` so the user can read it.\n\nWhy: P2 in CHECKLIST.md \u2014 truncate without hover-reveal.\nRule id: fq.truncate.no-title"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-13a77e5949007fb2", "name": "Stray `console.log` in TS/JS \u2014 frontend-react/src/hooks/useWebSocket.ts:27", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 frontend-react/src/hooks/useWebSocket.ts:27"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4c0ac800e8a2c0b8", "name": "Docker base image is tag-pinned but not digest-pinned: golang:1.26-alpine", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: golang:1.26-alpine"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bcaaf2cb04ed7bf2", "name": "Docker base image is tag-pinned but not digest-pinned: alpine:3.24", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.24"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1b286444b25cbf17", "name": "Dockerfile runs as root: frontend-react/Dockerfile", "shortDescription": {"text": "Dockerfile runs as root: frontend-react/Dockerfile"}, "fullDescription": {"text": "No non-root USER set. 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-2a98645882a2395f", "name": "Docker base image is tag-pinned but not digest-pinned: node:26-alpine", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: node:26-alpine"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-a3a4b8bc2f412d11", "name": "Docker base image is tag-pinned but not digest-pinned: nginx:1.31-alpine", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: nginx:1.31-alpine"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-fe5f9be855cc3c2d", "name": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim", "shortDescription": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "fullDescription": {"text": "Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-aa5acaa49eb8315b", "name": "Containers defined but no K8s/orchestration manifest found", "shortDescription": {"text": "Containers defined but no K8s/orchestration manifest found"}, "fullDescription": {"text": "Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo."}, "properties": {"scanner": "scanner-primary", "layer": "hardware", "severity": "low", "confidence": 1.0}}, {"id": "scanner-bd62953eff0e0fb7", "name": "Insecure pattern 'eval_used' in Makefile:87", "shortDescription": {"text": "Insecure pattern 'eval_used' in Makefile:87"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "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-5d2dba911b3e3517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-27924aa79fa4a517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "arduino/setup-protoc@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-21aa0c39a7c1ca23", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "arduino/setup-protoc@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 55 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 20 placeholder/mock markers across 6 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. 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-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-390166ae528b76c5", "name": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/audits.ts:50", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/audits.ts:50"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-72867ab3aa3a6350", "name": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/kb.ts:36", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/kb.ts:36"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c33e81a41cbc7b8e", "name": "Commented-code block (5 lines) in backend-python/scripts/seed_knowledge.py:96", "shortDescription": {"text": "Commented-code block (5 lines) in backend-python/scripts/seed_knowledge.py:96"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-67415fcd75121653", "name": "Legacy-named symbol `golden_v1` in backend-python/evals/build_golden.py:6", "shortDescription": {"text": "Legacy-named symbol `golden_v1` in backend-python/evals/build_golden.py:6"}, "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-05b41a547b89975f", "name": "Legacy-named symbol `golden_v1` in backend-python/evals/run_eval.py:41", "shortDescription": {"text": "Legacy-named symbol `golden_v1` in backend-python/evals/run_eval.py:41"}, "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-07ec73fc408aba1c", "name": "Network/subprocess call without timeout or try/except \u2014 backend-python/evals/datasets/download.py:39", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 backend-python/evals/datasets/download.py:39"}, "fullDescription": {"text": "`urllib.request.urlopen(...)` 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-83e5a0d8d233862d", "name": "Commented-code block (5 lines) in backend-python/src/truthtable/vectorstore/embeddings.py:77", "shortDescription": {"text": "Commented-code block (5 lines) in backend-python/src/truthtable/vectorstore/embeddings.py:77"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-2eafc3188c36bb02", "name": "3 env vars used in code but missing from .env.example", "shortDescription": {"text": "3 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `QDRANT_URL`, `VITE_API_URL`, `VITE_WS_URL`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "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:\nbackend-python/src/truthtable/providers/openai.py:health_check, backend-python/src/truthtable/providers/anthropic.py:health_check\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}}]}}, "automationDetails": {"id": "repobility/21294"}, "properties": {"repository": "timkush1/TrustAgent", "repoUrl": "https://github.com/timkush1/TrustAgent", "branch": "main"}, "results": [{"ruleId": "scanner-947fc0de02f5916c", "level": "note", "message": {"text": "Possibly dead Python function: IngestDocuments"}, "properties": {"repobilityId": "1aea11e03bfcabc8", "scanner": "scanner-primary", "fingerprint": "947fc0de02f5916c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/src/truthtable/grpc/server.py:259"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8328594003a958d9", "level": "note", "message": {"text": "Possibly dead Python function: ListKBClaims"}, "properties": {"repobilityId": "2ed929cf454047b3", "scanner": "scanner-primary", "fingerprint": "8328594003a958d9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/src/truthtable/grpc/server.py:362"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-70f4bb96cbc7beee", "level": "note", "message": {"text": "Possibly dead Python function: ListConflicts"}, "properties": {"repobilityId": "18dec9a7042051ca", "scanner": "scanner-primary", "fingerprint": "70f4bb96cbc7beee", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/src/truthtable/grpc/server.py:384"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d8366155fb650eb1", "level": "note", "message": {"text": "Possibly dead Python function: GetKBStats"}, "properties": {"repobilityId": "4c8212f905f3c70c", "scanner": "scanner-primary", "fingerprint": "d8366155fb650eb1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/src/truthtable/grpc/server.py:412"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7d7bc414ad3fe2f7", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 frontend-react/src/components/audit/AuditFeed.tsx:14"}, "properties": {"repobilityId": "deb7c736bdb6a2e9", "scanner": "scanner-primary", "fingerprint": "7d7bc414ad3fe2f7", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-b442aa198d288515", "level": "note", "message": {"text": "Icon-only button without accessible name \u2014 frontend-react/src/components/audit/AuditDetail.tsx:38"}, "properties": {"repobilityId": "7ed9c438ea1970fb", "scanner": "scanner-primary", "fingerprint": "b442aa198d288515", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.button.no-label"]}}, {"ruleId": "scanner-57f0b4ee0bb16c3d", "level": "none", "message": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/audit/AuditRow.tsx:65"}, "properties": {"repobilityId": "7cad46b5ca2e526b", "scanner": "scanner-primary", "fingerprint": "57f0b4ee0bb16c3d", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["frontend-quality", "fq.truncate.no-title"]}}, {"ruleId": "scanner-64c20e2cf67d5623", "level": "none", "message": {"text": "`truncate` class without `title=` for hover reveal \u2014 frontend-react/src/components/history/HistoryView.tsx:192"}, "properties": {"repobilityId": "a8a3cfc809a32f62", "scanner": "scanner-primary", "fingerprint": "64c20e2cf67d5623", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["frontend-quality", "fq.truncate.no-title"]}}, {"ruleId": "scanner-13a77e5949007fb2", "level": "note", "message": {"text": "Stray `console.log` in TS/JS \u2014 frontend-react/src/hooks/useWebSocket.ts:27"}, "properties": {"repobilityId": "eaa525fe60e32035", "scanner": "scanner-primary", "fingerprint": "13a77e5949007fb2", "layer": "frontend", "severity": "low", "confidence": 1.0, "tags": ["frontend-quality", "fq.console-leak"]}}, {"ruleId": "scanner-4c0ac800e8a2c0b8", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: golang:1.26-alpine"}, "properties": {"repobilityId": "b540333d4a9815cd", "scanner": "scanner-primary", "fingerprint": "4c0ac800e8a2c0b8", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-go/Dockerfile"}, "region": {"startLine": 13}}}]}, {"ruleId": "scanner-bcaaf2cb04ed7bf2", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: alpine:3.24"}, "properties": {"repobilityId": "be6427d1fc5850e1", "scanner": "scanner-primary", "fingerprint": "bcaaf2cb04ed7bf2", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-go/Dockerfile"}, "region": {"startLine": 35}}}]}, {"ruleId": "scanner-1b286444b25cbf17", "level": "warning", "message": {"text": "Dockerfile runs as root: frontend-react/Dockerfile"}, "properties": {"repobilityId": "a4c8939bdca5be83", "scanner": "scanner-primary", "fingerprint": "1b286444b25cbf17", "layer": "hardware", "severity": "medium", "confidence": 1.0, "tags": ["security", "container"]}}, {"ruleId": "scanner-2a98645882a2395f", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: node:26-alpine"}, "properties": {"repobilityId": "2baa222cf39eb12b", "scanner": "scanner-primary", "fingerprint": "2a98645882a2395f", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "frontend-react/Dockerfile"}, "region": {"startLine": 13}}}]}, {"ruleId": "scanner-a3a4b8bc2f412d11", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: nginx:1.31-alpine"}, "properties": {"repobilityId": "412fc465a7f9c80b", "scanner": "scanner-primary", "fingerprint": "a3a4b8bc2f412d11", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "frontend-react/Dockerfile"}, "region": {"startLine": 26}}}]}, {"ruleId": "scanner-fe5f9be855cc3c2d", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "properties": {"repobilityId": "117d83eaabf32c39", "scanner": "scanner-primary", "fingerprint": "fe5f9be855cc3c2d", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/Dockerfile"}, "region": {"startLine": 13}}}]}, {"ruleId": "scanner-fe5f9be855cc3c2d", "level": "note", "message": {"text": "Docker base image is tag-pinned but not digest-pinned: python:3.11-slim"}, "properties": {"repobilityId": "818906177e9827f3", "scanner": "scanner-primary", "fingerprint": "fe5f9be855cc3c2d", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "docker", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "backend-python/Dockerfile"}, "region": {"startLine": 47}}}]}, {"ruleId": "scanner-aa5acaa49eb8315b", "level": "note", "message": {"text": "Containers defined but no K8s/orchestration manifest found"}, "properties": {"repobilityId": "b230ea9b68736081", "scanner": "scanner-primary", "fingerprint": "aa5acaa49eb8315b", "layer": "hardware", "severity": "low", "confidence": 1.0, "tags": ["coverage", "deployment"]}}, {"ruleId": "scanner-bd62953eff0e0fb7", "level": "error", "message": {"text": "Insecure pattern 'eval_used' in Makefile:87"}, "properties": {"repobilityId": "a5126c2ede2ffece", "scanner": "scanner-primary", "fingerprint": "bd62953eff0e0fb7", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "eval_used"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "Makefile"}, "region": {"startLine": 87}}}]}, {"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-5d2dba911b3e3517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "9094a3cac33c1e69", "scanner": "scanner-primary", "fingerprint": "5d2dba911b3e3517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/eval.yml"}, "region": {"startLine": 80}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "af22ea499fb94f46", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 45}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "af22ea499fb94f46", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 178}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "9efbe00d4aa88280", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 200}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "9efbe00d4aa88280", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 208}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "9efbe00d4aa88280", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 216}}}]}, {"ruleId": "scanner-21aa0c39a7c1ca23", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "17233ad0dd75640b", "scanner": "scanner-primary", "fingerprint": "21aa0c39a7c1ca23", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/security.yml"}, "region": {"startLine": 35}}}]}, {"ruleId": "scanner-21aa0c39a7c1ca23", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "d721916a41eca3ad", "scanner": "scanner-primary", "fingerprint": "21aa0c39a7c1ca23", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/security.yml"}, "region": {"startLine": 96}}}]}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "a1a36ce8bc3175f4", "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": "51de60d559d09cb1", "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": "a6d7a03a73c4efdc", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "3d83b78b6d864074", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "9a5ba84c2fd07acb", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-390166ae528b76c5", "level": "warning", "message": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/audits.ts:50"}, "properties": {"repobilityId": "0e8972355eba6439", "scanner": "scanner-primary", "fingerprint": "390166ae528b76c5", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-72867ab3aa3a6350", "level": "warning", "message": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 frontend-react/src/api/kb.ts:36"}, "properties": {"repobilityId": "86e50c61d2205132", "scanner": "scanner-primary", "fingerprint": "72867ab3aa3a6350", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c33e81a41cbc7b8e", "level": "none", "message": {"text": "Commented-code block (5 lines) in backend-python/scripts/seed_knowledge.py:96"}, "properties": {"repobilityId": "c723a2302d330d43", "scanner": "scanner-primary", "fingerprint": "c33e81a41cbc7b8e", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-67415fcd75121653", "level": "note", "message": {"text": "Legacy-named symbol `golden_v1` in backend-python/evals/build_golden.py:6"}, "properties": {"repobilityId": "6f12f533b901a2da", "scanner": "scanner-primary", "fingerprint": "67415fcd75121653", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-05b41a547b89975f", "level": "note", "message": {"text": "Legacy-named symbol `golden_v1` in backend-python/evals/run_eval.py:41"}, "properties": {"repobilityId": "f53f1c94c78e95f9", "scanner": "scanner-primary", "fingerprint": "05b41a547b89975f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-07ec73fc408aba1c", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 backend-python/evals/datasets/download.py:39"}, "properties": {"repobilityId": "0ba93c87f3510afb", "scanner": "scanner-primary", "fingerprint": "07ec73fc408aba1c", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-83e5a0d8d233862d", "level": "none", "message": {"text": "Commented-code block (5 lines) in backend-python/src/truthtable/vectorstore/embeddings.py:77"}, "properties": {"repobilityId": "ab1339be66f742d1", "scanner": "scanner-primary", "fingerprint": "83e5a0d8d233862d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2eafc3188c36bb02", "level": "none", "message": {"text": "3 env vars used in code but missing from .env.example"}, "properties": {"repobilityId": "bd934ba112b02ffa", "scanner": "scanner-primary", "fingerprint": "2eafc3188c36bb02", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "config-drift"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "3c361927af0b0e64", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "b1fc6be501a143f8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "fa09a9033ea5c15e", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "1931c4efbbf486e0", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}