cocoindex-io/cocoindex

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https://github.com/cocoindex-io/cocoindex · scanned 2026-05-15 03:47 UTC (3 weeks ago) · 10 languages

204 findings (93 legacy + 111 scanner) 84th percentile · Python · medium (20-100K LoC) Scanner says 87 (lower by 6)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 88 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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Score breakdown â 2026-05-18-v5 calibration-aware

Component	Sub-score	Weight	Contribution
`structure_score`	60.0	0.15	9.00
`security_score`	86.1	0.25	21.52
`testing_score`	95.0	0.20	19.00
`documentation_score`	86.6	0.15	12.99
`practices_score`	80.0	0.15	12.00
`code_quality`	63.8	0.10	6.38
Overall		1.00	80.9

Calibrated penalty buckets (security_score): agent: 1.1 Â· authz: 2.1 Â· threat: 10.8

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 2 High 57 Medium 23 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 88 9-layer 0 Crowd 0 Layer: Quality 30 Software 25 Security 33

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.

Fragile runtime 30 findings

What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.

Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.

How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.

Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).

12 matching findings on this repo

medium Magic number used as default arg python/cocoindex/validation.py:32
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … python/cocoindex/connectors/qdrant/_target.py:339
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … python/cocoindex/_internal/runner.py:138
medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … python/cocoindex/_internal/environment.py:533
medium Duplicated implementation block across source files python/cocoindex/setting.py:7
medium Duplicated implementation block across source files python/cocoindex/connectors/turbopuffer/_target.py:340
medium Duplicated implementation block across source files python/cocoindex/connectors/neo4j/_cypher.py:90
low robots.txt does not advertise a sitemap docs/public/robots.txt
high Imported but never used /tank0/claude-archive/opus47/cocoindex-io__cocoin…:5
high Floats used for monetary values python/cocoindex/tests/test_engine_value.py:1450
high Floats used for monetary values python/cocoindex/tests/test_engine_value.py:1411
high Floats used for monetary values python/cocoindex/tests/test_engine_value.py:1290

View all fragile runtime findings →

Config drift 19 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.

12 matching findings on this repo

medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:776
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:775
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:773
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:771
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:770
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:769
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:729
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:668
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:652
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/cli.py:560
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/setting.py:180
medium CORS misconfiguration — wildcard Access-Control-Allow-Origin python/cocoindex/setting.py:177

View all config drift findings →

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