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rohitg00/ai-engineering-from-scratch

https://github.com/rohitg00/ai-engineering-from-scratch · scanned 2026-07-23 10:39 UTC (5 days, 4 hours ago)

291 raw signals (0 security + 291 graph)

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Complete repo analysis

Last scanned 5 days, 4 hours ago · v5 · last Δ +7.6 (diff) · 291 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 291 findings

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Active filters: severity: critical × excluding tests × Reset all

Severity: Critical 2 High 35 Medium 116 Low 113 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 291 Crowd 0 Layer: Software 22 Frontend 33 Security 62 Hardware 2 Cicd 1 Quality 59 Dependencies 94 Api 18

Exclude dismissed / FP Exclude test files

Scan summary Repository scanned at 48.6/100 with 100.0% coverage. It contains 13609 nodes across 24 cross-layer flows, written primarily in mixed languages. Engine surfaced 291 findings — concentrated in dependencies (94), security (62), quality (59). Risk profile is high: 2 critical, 35 high, 116 medium. Recommended next step: open the dependencies layer findings first — that's where the highest-impact wins live.

Showing 2 of 291 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical System graph security Secrets conf 0.95 Possible secret in phases/15-autonomous-systems/18-llama-guard/code/main.py

Detected 1 occurrence(s) matching openai_or_anthropic_key. Rotate real credentials and move them to a secret manager.

phases/15-autonomous-systems/18-llama-guard/code/main.py:154 Openai or anthropic keyHigh confidence secret

critical System graph security Semgrep conf 1.00 subprocess shell true — phases/19-capstone-projects/01-terminal-native-coding-agent/code/main.py:116

Found 'subprocess' function 'run' with 'shell=True'. This is dangerous because this call will spawn the command using a shell process. Doing so propagates current shell settings and variables, which makes it much easier for a malicious actor to execute commands. Use 'shell=False' instead. Rule: py…

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