Vibe Coding Discover

AI Coding

ultimate_bug_scanner

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Static analysis tool that catches 1000+ bug patterns across all popular programming languages, with auto-wiring into AI coding agent quality guardrails

★ 30344 forksPythonCustomDicklesworthstone

A multi-language static analyzer that detects bug patterns and security issues, with JSON/SARIF output and integrations for AI coding agent guardrails. Supports scans of repositories, staged files, and diffs, plus CI failure thresholds and baseline comparisons.

Use Cases

Scan code produced or modified by AI coding agents for likely bugsRun multi-language checks before commitsGate CI builds on bug-scanner findingsScan staged changes or diffsExport machine-readable findings for agent workflowsTrack findings against a baseline

Built With

Language
Python
Frameworks
Claude Code · Cursor · Gemini · OpenCode · Codex

Tags

AI coding agents · static analysis · bug detection · code quality · security analysis · CLI · pre-commit · CI · multi-language · SARIF · agent guardrails

ultimate_bug_scanner — Vibe Coding Discover