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Shubhamsaboo/awesome-llm-apps

https://github.com/Shubhamsaboo/awesome-llm-apps · scanned 2026-07-23 19:43 UTC (4 days, 21 hours ago)

2740 raw signals (0 security + 2740 graph)

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Complete repo analysis

Last scanned 4 days, 21 hours ago · v9 · 2727 actionable findings from 1 signal source. 13 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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100.0% cov · 2727 findings

Severity distribution — click a segment to filter

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Severity: Critical 23 High 730 Medium 1595 Low 354 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 2727 Crowd 0 Layer: Software 26 Frontend 41 Security 1771 Quality 49 Hardware 14 Cicd 4 Dependencies 821 Api 1

Exclude dismissed / FP Exclude test files

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.

Duplicates & near-duplicates 2 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

2 matching findings on this repo

low Near-duplicate function bodies in 2 places
low Near-duplicate function bodies in 3 places

View all duplicates & near-duplicates findings →

Commented-out code 4 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

4 matching findings on this repo

info Commented-code block (6 lines) in generative_ui_agents/ai-dashboard-canvas-agen… generative_ui_agents/ai-dashboard-canvas-agent/ag…:5
info Commented-code block (6 lines) in advanced_ai_agents/multi_agent_apps/agent_tea… advanced_ai_agents/multi_agent_apps/agent_teams/a…:37
info Commented-code block (5 lines) in advanced_ai_agents/multi_agent_apps/agent_tea… advanced_ai_agents/multi_agent_apps/agent_teams/a…:40
info Commented-code block (7 lines) in advanced_ai_agents/multi_agent_apps/agent_tea… advanced_ai_agents/multi_agent_apps/agent_teams/a…:13

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Config drift 17 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.

12 matching findings on this repo

low Debug `console.log` remains in browser-facing code — generative_ui_agents/ai-mc… generative_ui_agents/ai-mcp-app-builder/apps/web/…:250
low GHSA-6475-r3vj-m8vf: @smithy/config-resolver 4.2.2 — generative_ui_agents/ai-da…
info Commented-code block (5 lines) in advanced_ai_agents/multi_agent_apps/agent_tea… advanced_ai_agents/multi_agent_apps/agent_teams/a…:40
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
low Old/deprecated-named symbol `agent_config_v2` in advanced_ai_agents/multi_agent…
high FastAPI POST `regenerate_config` without auth dependency — agent_skills/self-im… agent_skills/self-improving-agent-skills/backend/…:229
high FastAPI POST `update_config` without auth dependency — agent_skills/self-improv… agent_skills/self-improving-agent-skills/backend/…:236

View all config drift findings →

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