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tsouza/cerberus

https://github.com/tsouza/cerberus · scanned 2026-06-16 00:42 UTC (2 months, 1 week ago)

229 raw signals (100 security + 129 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 103 actionable findings from 2 signal sources. 267 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
55.8
/100
Security checks
56
8 findings
System graph
56
88.9% cov · 95 findings
Critical
7
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 7 High 4 Medium 21 Low 29 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 95 Crowd 0 Layer: Quality 73 Security 8 Frontend 5 Network 11 Hardware 3 Cicd 3
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Scan summary Repository scanned at 55.8/100 with 88.9% coverage. It contains 1619 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 129 findings — concentrated in quality (66), cicd (35), network (11). Risk profile is high: 7 critical, 1 high, 36 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 57 of 103 actionable findings. 370 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks quality Practices conf 0.82 2 occurrences Foundry mined mock as real or placeholder: tsouza/cerberus
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
2 occurrences
repo-level (2 hits)
critical Security checks security auth conf 0.78 6 occurrences Foundry mined security auth guardrail gaps: tsouza/cerberus
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
6 occurrences
repo-level (6 hits)
critical System graph security Secrets conf 1.00 Possible secret in compatibility/loki/docker-compose.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
compatibility/loki/docker-compose.yml:83
critical System graph security Secrets conf 1.00 Possible secret in compatibility/prometheus/docker-compose.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
compatibility/prometheus/docker-compose.yml:90
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in compatibility/tempo/docker-compose.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 106, 159
compatibility/tempo/docker-compose.yml:106, 159 (2 hits)
critical System graph security Secrets conf 1.00 2 occurrences Possible secret in docker-compose.yml
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
lines 155, 175
docker-compose.yml:155, 175 (2 hits)
high Security checks quality Practices conf 0.84 7 occurrences Foundry mined bad chains: tsouza/cerberus
Comment chain pattern product: bad_chains Repo: tsouza/cerberus Thread: tsouza/cerberus#774 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_has_…
7 occurrences
repo-level (7 hits)
high Security checks quality Quality conf 0.76 15 occurrences Foundry mined schema ui api mismatch: tsouza/cerberus
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: weak_supervision_needs_review Repo: t…
15 occurrences
repo-level (15 hits)
high Security checks quality Testing conf 0.78 44 occurrences Foundry mined test ci gap after feedback: tsouza/cerberus
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
44 occurrences
repo-level (44 hits)
high System graph security security conf 1.00 Insecure pattern 'exec_used' in cmd/bench-report/session_chdb.go:41
Found a known-risky pattern (exec_used). Review and replace if possible.
cmd/bench-report/session_chdb.go:41 Exec used
medium Security checks quality Practices conf 0.62 78 occurrences Foundry mined assumption checks: tsouza/cerberus
Comment chain pattern product: assumption_checks Repo: tsouza/cerberus Thread: tsouza/cerberus#978 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_…
78 occurrences
repo-level (78 hits)
medium Security checks quality maintenance conf 0.70 74 occurrences Foundry mined blueprint gap alignment: tsouza/cerberus
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
74 occurrences
repo-level (74 hits)
medium Security checks quality Practices conf 0.70 15 occurrences Foundry mined unresolved feedback: tsouza/cerberus
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: need…
15 occurrences
repo-level (15 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — .github/scripts/release-preflight.mjs:71
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
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.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 17 occurrences GitHub Action is tag-pinned rather than SHA-pinned
dependabot/fetch-metadata@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
7 files, 17 locations
.github/workflows/compatibility.yml:99, 243, 459, 570, 604, 751 (6 hits)
.github/workflows/ci.yml:45, 133, 210 (3 hits)
.github/workflows/e2e.yml:116, 346, 526 (3 hits)
.github/workflows/release.yml:56, 63 (2 hits)
.github/workflows/auto-merge-deps.yml:44
.github/workflows/chdb.yml:74
.github/workflows/schema-integration.yml:60
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 3 occurrences GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
3 files, 3 locations
.github/workflows/auto-merge-deps.yml
.github/workflows/compatibility.yml
.github/workflows/release.yml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .github/scripts/lib/gh.mjs:18
Found a known-risky pattern (node_child_process). Review and replace if possible.
.github/scripts/lib/gh.mjs:18 Node child process
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 102 placeholder/mock markers across 47 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 11 in use
Port 11 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
compatibility/tempo/scripts/run-tempo-compatibility.sh Ports
medium System graph network Security conf 1.00 Privileged port 13 in use
Port 13 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/mutation.yml Ports
medium System graph network Security conf 1.00 Privileged port 19 in use
Port 19 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/mutation.yml Ports
medium System graph network Security conf 1.00 Privileged port 20 in use
Port 20 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
compatibility/tempo/upstream/cmd/tempo-vulture/Dockerfile Ports
medium System graph network Security conf 1.00 Privileged port 23 in use
Port 23 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
compatibility/loki/upstream/loki-bench/queries/regression/drilldown-patterns.yaml Ports
medium System graph network Security conf 1.00 Privileged port 256 in use
Port 256 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
compatibility/tempo/upstream/cmd/tempo-vulture/Dockerfile Ports
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/coverage.yml Ports
medium System graph network Security conf 1.00 Privileged port 59 in use
Port 59 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
compatibility/loki/upstream/loki-bench/queries/regression/drilldown-patterns.yaml Ports
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:6 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: gcr.io/distroless/static-debian12:nonroot
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
compatibility/tempo/driver/Dockerfile:40 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: golang:1.26
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
compatibility/tempo/driver/Dockerfile:23 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 15 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/cache@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
9 files, 15 locations
.github/workflows/compatibility.yml:315, 514, 646, 786 (4 hits)
.github/workflows/e2e.yml:442, 572, 894, 933 (4 hits)
.github/workflows/chdb.yml:154
.github/workflows/coverage.yml:87
.github/workflows/mutation.yml:243
.github/workflows/perf-benchmark.yml:145
.github/workflows/perf-profile.yml:80
.github/workflows/property.yml:100
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `trace_by_id_v2` in test/e2e/playwright/tempo_traces.spec.ts:73
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.
old markerDead code
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — test/e2e/playwright/crawl/crawl.spec.ts:605
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — test/e2e/playwright/iterate-all-dashboards.spec.ts:507
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — test/e2e/playwright/iterate-metrics-explorer.spec.ts:253
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — test/e2e/playwright/iterate-panel-kiosk.spec.ts:180
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: .github/scripts/chaos-run.mjs (1369 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/prom/conformance_test.go (1958 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/prom/handler.go (1230 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/prom/handler_chdb_range_mode_test.go (2076 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/prom/metadata.go (1332 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/tempo/handler.go (2040 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/tempo/handler_test.go (1561 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/api/tempo/metrics_query_range_test.go (1525 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/chclient/client.go (1410 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/chplan/equal_invariants_test.go (2240 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/chsql/builder.go (2160 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/chsql/gremlins_kill_test.go (4034 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/chsql/range_window.go (3326 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/config/config.go (1489 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/logql/lower.go (1709 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/promql/lower.go (2898 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/promql/subquery.go (1396 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: internal/traceql/lower.go (1889 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: test/e2e/playwright/crawl/crawl.spec.ts (1393 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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