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ctdegroot/aquakin

https://github.com/ctdegroot/aquakin · scanned 2026-06-17 01:52 UTC (1 month, 1 week ago)

91 raw signals (0 security + 91 graph)

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Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -0.9 (diff) · 74 actionable findings from 1 signal source. 17 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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55.6% cov · 74 findings

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Severity: Critical 0 High 2 Medium 3 Low 36 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 74 Crowd 0 Layer: Software 24 Security 3 Cicd 1 Quality 46

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 5 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.

5 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 19 places
low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 15 places
low Near-duplicate function bodies in 5 places

View all duplicates & near-duplicates findings →

Commented-out code 33 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/`.

12 matching findings on this repo

info Commented-code block (9 lines) in tests/conftest.py:20
info Commented-code block (6 lines) in tests/integration/test_bsm2.py:22
info Commented-code block (6 lines) in tests/integration/test_discrete_adjoint.py:91
info Commented-code block (5 lines) in tests/integration/test_biofilm_variant.py:104
info Commented-code block (5 lines) in tests/integration/test_mass_balance.py:71
info Commented-code block (5 lines) in tests/integration/test_plant_stable_adjoint.p…
info Commented-code block (5 lines) in tests/integration/test_biofilm.py:69
info Commented-code block (5 lines) in tests/integration/test_bsm2_control.py:111
info Commented-code block (5 lines) in tests/integration/test_bsm1.py:156
info Commented-code block (5 lines) in tests/integration/test_forward_sensitivity.py…
info Commented-code block (5 lines) in tests/integration/test_wats_sewer_extended.py…
info Commented-code block (5 lines) in tests/integration/test_wats_sewer_khalil_pape…

View all commented-out code findings →

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