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CrisXie4/ModelBridge

https://github.com/CrisXie4/ModelBridge · scanned 2026-06-17 01:24 UTC (1 month, 2 weeks ago)

53 raw signals (0 security + 53 graph)

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Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +2.4 (diff) · 38 actionable findings from 1 signal source. 15 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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66.7% cov · 38 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 1 Medium 3 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 38 Crowd 0 Layer: Software 12 Security 1 Cicd 1 Quality 24

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 4 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.

4 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 4 places repo-level
low Near-duplicate function bodies in 9 places

View all duplicates & near-duplicates findings →

Commented-out code 10 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/`.

10 matching findings on this repo

info Commented-code block (6 lines) in modelbridge/cli.py:390
info Commented-code block (5 lines) in modelbridge/config.py:159
info Commented-code block (5 lines) in modelbridge/schemas.py:78
info Commented-code block (5 lines) in modelbridge/bridge/control.py:40
info Commented-code block (26 lines) in modelbridge/context/windows.py:32
info Commented-code block (5 lines) in modelbridge/agent/ui.py:201
info Commented-code block (5 lines) in modelbridge/agent/loop.py:124
info Commented-code block (6 lines) in modelbridge/editor/safety.py:54
info Commented-code block (5 lines) in modelbridge/prompt/builder.py:94
info Commented-code block (5 lines) in modelbridge/mcp/transport/stdio.py:35

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Config drift 2 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.

2 matching findings on this repo

low Old/deprecated-named symbol `_migrate_v1_to_v2` in modelbridge/config.py:160
info Commented-code block (5 lines) in modelbridge/config.py:159

View all config drift findings →

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