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volcengine/OpenViking

https://github.com/volcengine/OpenViking · scanned 2026-05-15 07:29 UTC (3 weeks ago) · 10 languages

784 findings (351 legacy + 433 scanner) 13th percentile · Python · large (100-500K LoC) Scanner says 55 (higher by 6)

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

Complete repo analysis

Last scanned 3 weeks ago · v1 · 343 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
51.6
/100
Repobility
49
343 legacy
9-layer
55
100.0% cov · 0 gaps
Critical
7
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-14-v3
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 0.0 0.25 0.00
testing_score 100.0 0.20 20.00
documentation_score 85.0 0.15 12.75
practices_score 75.0 0.15 11.25
code_quality 39.3 0.10 3.93
Overall 1.00 60.7
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 7 High 296 Medium 25 Low 9 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 343 9-layer 0 Crowd 0 Layer: Quality 131 Software 74 Security 109 Cicd 29

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 131 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 third_party/agfs/agfs-server/pkg/plugin/api/host_…:67
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugin/api/wasm_…:21
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugins/heartbea…:95
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugins/streamfs…:792
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugins/streamfs…:788
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugins/sqlfs/sq…:242
  • medium Magic number used as default arg third_party/agfs/agfs-server/pkg/plugins/sqlfs/sq…:241
  • medium Magic number used as default arg third_party/agfs/agfs-shell/agfs_shell/shell.py:2141
  • medium Magic number used as default arg third_party/agfs/agfs-shell/agfs_shell/shell.py:2140
  • medium Magic number used as default arg third_party/agfs/agfs-shell/agfs_shell/control_fl…:43
  • medium Magic number used as default arg third_party/agfs/agfs-shell/agfs_shell/control_fl…:22
  • medium Magic number used as default arg tests/cli/test_cli.py:31
View all fragile runtime findings →
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
  • medium CORS misconfiguration — wildcard Access-Control-Allow-Origin openviking/server/app.py:96
  • medium CORS misconfiguration — wildcard Access-Control-Allow-Origin openviking/server/config.py:65
  • medium CORS misconfiguration — wildcard Access-Control-Allow-Origin openviking/server/config.py:23
View all config drift findings →
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