BUG & DEFECT DETECTION

Identify runtime faults, logic errors, race conditions and AI slop.

GitRabbit scans your PR changes for hidden runtime bugs that static code linters can't catch. By compiling an internal, context-aware syntax graph, GitRabbit spots resource leaks, concurrency deadlocks, missing error boundaries, and typical AI-generated code bloat (hallucinated parameters).

Key_Capabilities

Concurrency & Race Checks

Find missing mutexes, unhandled goroutines, and overlapping thread locks.

Null Pointer Detection

Expose locations where lack of optional chaining or type guards will crash the frontend.

AI Slop Filtering

Identifies unnecessary boilerplate or hallucinated API parameters common in code generated by other LLM agents.

Setup_Sequence

Analyze Diff

Diff Parsing

The diff is scanned, and related methods across imported files are analyzed for side effects.

Evaluate Logic

State Machine Review

Checks how your state transitions impact data integrity or database transactions.

Post Alerts

Inline Flags

High-priority bugs are posted directly on the PR with red warning banners.

Code_Example

AI Slop detection flag example

// ❌ AI Slop Detected:
// The API method call 'client.fetchUserLogs(userId, { includeDeleted: true, filterNulls: false })'
// utilizes parameters that do not exist on the current version of the logging library.
// Did you mean: 'client.fetchLogs(userId)'?

Pro_Tips

✦Set 'severity_threshold: medium' in your config file to only get alerts for logic and security defects.
✦Use GitRabbit's custom YAML template files to specify proprietary runtime exceptions unique to your framework.

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