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headlesshq/headlessmc

https://github.com/headlesshq/headlessmc · scanned 2026-05-21 20:49 UTC (2 weeks ago) · 10 languages

154 findings (76 legacy + 78 scanner) 50th percentile · Java · medium (20-100K LoC) Scanner says 80 (lower by 9)

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

Complete repo analysis

Last scanned 2 weeks ago · v2 · 115 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
71.5
/100
Repobility
63
76 legacy
9-layer
80
88.9% cov · 39 gaps
Critical
7
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 78.2 0.25 19.55
testing_score 80.0 0.20 16.00
documentation_score 64.0 0.15 9.60
practices_score 80.0 0.15 12.00
code_quality 78.7 0.10 7.87
Overall 1.00 71.0
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 7 High 40 Medium 15 Low 32 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 76 9-layer 39 Crowd 0 Layer: Cicd 32 Security 3 Software 42 Quality 30 Api 1 Hardware 6 Frontend 1

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 28 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
  • low [SEC132] String concat where the language has interpolation (AI style drift): S… headlessmc-auth/src/main/java/io/github/headlessh…:261
  • low [SEC132] String concat where the language has interpolation (AI style drift): S… headlessmc-api/src/main/java/io/github/headlesshq…:39
  • low [SEC132] String concat where the language has interpolation (AI style drift): S… headlessmc-api/src/main/java/io/github/headlesshq…:46
  • low Duplicated implementation block across source files headlessmc-launcher/src/main/java/io/github/headl…:29
  • low Duplicated implementation block across source files headlessmc-launcher/src/main/java/io/github/headl…:43
  • info [MINED064] Python Input Call: input() blocks for stdin. Inappropriate in servic… headlessmc-scripts/version.py:9
  • info [MINED081] Java Printstacktrace: Should use logger, not stack trace to stderr. headlessmc-lwjgl/src/main/java/io/github/headless…:47
  • info [MINED081] Java Printstacktrace: Should use logger, not stack trace to stderr. headlessmc-lwjgl/src/main/java/io/github/headless…:46
  • info [MINED081] Java Printstacktrace: Should use logger, not stack trace to stderr. headlessmc-launcher-wrapper/src/main/java/io/gith…:72
  • info [MINED085] Java Systemexit: System.exit() inside a library kills the whole JVM. headlessmc-launcher/src/main/java/io/github/headl…:281
  • info [MINED085] Java Systemexit: System.exit() inside a library kills the whole JVM. headlessmc-launcher-wrapper/src/main/java/io/gith…:34
  • info [MINED085] Java Systemexit: System.exit() inside a library kills the whole JVM. headlessmc-graalvm/src/main/java/io/github/headle…:89
View all fragile runtime findings →
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