- Helper Explosion (14 new utility files)
- Config Earthquake (32% collateral churn)
- Abstraction Spiral in core logic
AI helps developers ship faster.
It also helps them ship breaking changes.
Here's an example of our app analyzing a simple PR versus a PR that's been vibe-coded into oblivion.
Well-scoped PR
Junior Vibecoder PR
How it works
Open a Pull Request
Slop Stopper automatically scans the diffs of new pull requests for AI-generated patterns.
Get the Verdict
Receive a concise slop score and actionable findings before anyone merges the code.
Everything you need to stop slop.
Architecture Detections
Flags helper explosions and abstraction spirals.
Complexity Metrics
Identifies giant, unreadable, machine-generated blocks.
AI Smells
Detects LLM fingerprints like repetitive null-guards and verbosity.
Reviewability Scoring
Tells you exactly how much your coworkers will hate this PR.
Diff Intelligence
Analyzes patch content, not just file metadata.
Concise Verdicts
Zero AI essays. Just high-signal senior feedback.
Zero Comment Spam
We don't leave 50 inline nitpicks for the sake of it.
Deterministic Engine
Consistent, predictable rules. No random LLM hallucinations.
Real findings, real feedback.
Because your senior engineer doesn't have time to write these.
Built for teams that want AI-assisted coding without losing engineering standards.
Perfect for startups, OSS maintainers, indie hackers, and AI-heavy engineering teams who care about the codebase.