LLM reasoning finds what YAML rules can't express.
Semgrep is a fast, flexible static analysis engine built around custom YAML rules. It excels at AppSec – SAST, SCA, and secrets detection. But teams working with large legacy codebases often hit limits:
| Feature | VibeRails | Semgrep |
|---|---|---|
| Review scope | Full codebase | Per-file rule matching |
| Analysis approach | LLM reasoning (Claude, Codex) | Custom YAML pattern rules |
| Issue categories | 17 structured categories | Security/quality rule hits |
| Cross-file reasoning | ✓ Cumulative context | ✗ File-level matching |
| AI-powered fixes | ✓ Batch fix sessions | ✗ |
| Deployment | Desktop app (BYO AI) | Cloud platform + CLI |
| Custom rules required | ✗ | ✓ YAML rule authoring |
| Pricing | $299 once | From $110/contributor/month (Teams) |
Semgrep and VibeRails solve different problems. Semgrep is built for security programs – enforcing rules, catching known vulnerability patterns, and scanning dependencies. VibeRails is built for deep codebase understanding.
Many teams run both: Semgrep for continuous security scanning in CI, and VibeRails for periodic full-codebase audits that surface architectural debt, dead code, and issues that rules can't capture. Others switch entirely when their priority is legacy codebase analysis rather than AppSec policy enforcement.
Switch to VibeRails if you need full-codebase semantic analysis, architectural insight, zero-config setup, or per-developer pricing with monthly and lifetime options.
Keep Semgrep if your primary need is security-focused rule enforcement, SAST/SCA scanning in CI, or custom pattern detection across your security program.
Source verification: Semgrep pricing and feature details referenced from semgrep.dev/pricing and semgrep.dev/docs.
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