Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

Scan timing: clone 1.64s · analysis 0.27s · 0.3 MB · GitHub preflight 442ms

garciapermanaa-cyber/absen-magang

https://github.com/garciapermanaa-cyber/absen-magang.git · scanned 2026-05-27 13:53 UTC (1 week, 1 day ago) · 10 languages

66 findings (18 legacy + 48 scanner) 10th percentile · Typescript · tiny (<2K LoC) Scanner says 79 (lower by 33)

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

Complete repo analysis

Last scanned 1 week, 1 day ago · v2 · 42 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
71.6
/100
Repobility
64
18 legacy
9-layer
79
77.8% cov · 24 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 55.0 0.15 8.25
security_score 90.9 0.25 22.73
testing_score 0.0 0.20 0.00
documentation_score 20.0 0.15 3.00
practices_score 30.0 0.15 4.50
code_quality 78.7 0.10 7.87
Overall 1.00 46.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 8 Medium 3 Low 23 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 18 9-layer 24 Crowd 0 Layer: Security 4 Quality 15 Software 9 Frontend 2 Cicd 1 Api 11

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 10 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).
10 matching findings on this repo
  • low Duplicated implementation block across source files frontend/src/pages/Register.tsx:42
  • low Duplicated implementation block across source files frontend/src/pages/Dashboard.tsx:139
  • info [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type… frontend/src/pages/Login.tsx:22
  • info [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type… frontend/src/pages/Dashboard.tsx:68
  • info [MINED052] Ts Any Typed: : any used as type annotation. Defeats TypeScript type… frontend/src/context/AuthContext.tsx:4
  • info [MINED044] Js Console Log Prod: console.log left in code. Should be replaced wi… frontend/src/pages/AdminDashboard.tsx:28
  • info [MINED044] Js Console Log Prod: console.log left in code. Should be replaced wi… backend/src/index.ts:28
  • info [MINED044] Js Console Log Prod: console.log left in code. Should be replaced wi… backend/prisma/seed.ts:38
  • high Express POST /login has no auth backend/src/routes/authRoutes.ts:7
  • high Express POST /register has no auth backend/src/routes/authRoutes.ts:6
View all fragile runtime findings →
Config drift 4 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.
4 matching findings on this repo
  • medium No CI/CD configuration found
  • low File has no detected symbols: frontend/vite.config.ts
  • low File has no detected symbols: frontend/eslint.config.js
  • low File has no detected symbols: backend/prisma.config.ts
View all config drift findings →
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/135fa81c-26ed-440a-b163-cc596fe0dca3/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/135fa81c-26ed-440a-b163-cc596fe0dca3/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.