pulumi/pulumi-kubernetes

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62 of your 98 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 8.79s · analysis 44.89s · 139.8 MB · GitHub API rate-limit (preflight)

https://github.com/pulumi/pulumi-kubernetes · scanned 2026-06-05 16:40 UTC (5 days ago) · 10 languages

675 raw signals (95 security + 580 graph) 11/13 scanners ran 17th percentile · Csharp · huge (>500K LoC) System graph score 77 (lower by 6)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days ago · v2 · 278 actionable findings from 2 signal sources. 107 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 · 259 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	100.0	0.25	25.00
`testing_score`	25.0	0.20	5.00
`documentation_score`	100.0	0.15	15.00
`practices_score`	94.0	0.15	14.10
`code_quality`	60.0	0.10	6.00
Overall		1.00	71.1

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 14 Medium 4 Low 242 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 19 System graph 259 Crowd 0 Layer: Quality 212 Cicd 6 Software 50 Api 1 Frontend 1 Security 8

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 6 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.

6 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 4 places repo-level
low Near-duplicate function bodies in 6 places
low Near-duplicate function bodies in 2021 places
low Near-duplicate function bodies in 2129 places
low Near-duplicate function bodies in 26 places

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Commented-out code 4 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/`.

4 matching findings on this repo

info Commented-code block (6 lines) in tests/sdk/nodejs/server-side-apply-upgrade/st…
info Commented-code block (6 lines) in tests/sdk/nodejs/server-side-apply-upgrade/st…
info Commented-code block (6 lines) in tests/sdk/nodejs/server-side-apply-upgrade/st…
info Commented-code block (5 lines) in tests/sdk/nodejs/examples/prometheus-operator…

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Config drift 3 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.

3 matching findings on this repo

low File has no detected symbols: tests/ci-cluster/config.ts
low File has no detected symbols: tests/sdk/nodejs/istio/step1/config.ts
low File has no detected symbols: tests/sdk/nodejs/examples/mariadb/config.ts

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