DashAISoftware/dashAI

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https://github.com/DashAISoftware/dashAI · scanned 2026-06-05 17:15 UTC (4 days, 22 hours ago) · 10 languages

877 raw signals (253 security + 624 graph) 11/13 scanners ran 42nd percentile · Python · large (100-500K LoC)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 4 days, 22 hours ago · v2 · 354 actionable findings from 2 signal sources. 192 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 252 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	100.0	0.25	25.00
`testing_score`	51.0	0.20	10.20
`documentation_score`	70.0	0.15	10.50
`practices_score`	84.0	0.15	12.60
`code_quality`	58.0	0.10	5.80
Overall		1.00	73.1

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 103 Medium 15 Low 176 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 102 System graph 252 Crowd 0 Layer: Software 83 Quality 109 Security 93 Cicd 6 Frontend 9 Hardware 4 Api 50

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 7 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

7 matching findings on this repo

low Near-duplicate function bodies in 9 places
low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 7 places
low Near-duplicate function bodies in 4 places repo-level
low Near-duplicate function bodies in 3 places
low Near-duplicate function bodies in 6 places
low Near-duplicate function bodies in 5 places

View all duplicates & near-duplicates findings →

Commented-out code 8 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

8 matching findings on this repo

info Commented-code block (5 lines) in tests/back/models/test_tabular_class_models.p…
info Commented-code block (7 lines) in tests/back/models/test_distilbert_transformer…
info Commented-code block (8 lines) in tests/back/dataloaders/test_dashai_dataset.py…
info Commented-code block (7 lines) in DashAI/front/src/utils/jobPoller.js:106
info Commented-code block (8 lines) in DashAI/front/src/utils/typesLists.js:15
info Commented-code block (5 lines) in DashAI/front/src/components/explorations/Step…
info Commented-code block (5 lines) in DashAI/front/src/hooks/useUpdateFlag.js:4
info Commented-code block (5 lines) in DashAI/back/dataloaders/classes/dashai_datase…

View all commented-out code findings →

Config drift 8 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

8 matching findings on this repo

high [MINED131] pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pin… .pre-commit-config.yaml:2
low File has no detected symbols: docs/babel.config.js
low File has no detected symbols: docs/docusaurus.config.js
low File has no detected symbols: DashAI/front/i18next.config.js
low File has no detected symbols: DashAI/front/eslint.config.js
low File has no detected symbols: DashAI/front/src/types/configurableObject.ts
info TODO/FIXME marker in shipping code — DashAI/front/src/components/configurableOb…
info Commented-code block (5 lines) in DashAI/front/src/components/explorations/Step…

View all config drift findings →

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