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NVIDIA-AI-Blueprints/video-search-and-summarization

https://github.com/NVIDIA-AI-Blueprints/video-search-and-summarization.git · scanned 2026-05-16 01:59 UTC (2 weeks, 6 days ago) · 10 languages

301 findings (107 legacy + 194 scanner) 25th percentile · Python · large (100-500K LoC) Scanner says 54 (higher by 11)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 89 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
53.1
/100
Repobility
52
89 legacy
9-layer
54
100.0% cov · 0 gaps
Critical
3
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 51.3 0.25 12.82
testing_score 95.0 0.20 19.00
documentation_score 90.0 0.15 13.50
practices_score 55.0 0.15 8.25
code_quality 57.8 0.10 5.78
Overall 1.00 65.3
Calibrated penalty buckets (security_score): agent: 2.3 · authz: 1.2 · docker: 112.8 · threat: 20.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 72 Medium 7 Low 6 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 89 9-layer 0 Crowd 0 Layer: Security 8 Cicd 64 Quality 17

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 16 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 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … agent/src/vss_agents/tools/embed_search.py:498
  • medium [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides … agent/docker/verify_ffmpeg_tarball.py:110
  • medium React interval is created without an explicit cleanup ui/packages/nv-metropolis-bp-vss-ui/alerts/lib-sr…:210
  • medium Agent control bridge may listen on a network interface without visible auth deployments/vst/developer/vst/sdr-streamprocessin…:12
  • medium Duplicated implementation block across source files agent/src/vss_agents/tools/video_understanding.py:60
  • medium Duplicated implementation block across source files agent/src/vss_agents/tools/video_skim_caption.py:25
  • medium Duplicated implementation block across source files agent/src/vss_agents/tools/video_skim_caption.py:20
  • medium Duplicated implementation block across source files agent/src/vss_agents/tools/video_detailed_caption…:24
  • medium Duplicated implementation block across source files agent/src/vss_agents/tools/lvs_video_understandin…:1
  • medium Duplicated implementation block across source files agent/src/vss_agents/api/video_delete.py:51
  • medium Duplicated implementation block across source files .github/skill-eval/adapters/vios/generate.py:125
  • medium Duplicated implementation block across source files .github/skill-eval/adapters/vios/generate.py:42
View all fragile runtime findings →
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