CodeRabbit for general AI code review. Securie for security-specific AI code review.
CodeRabbit is general AI code review (style, bugs, structure). Securie is security-specific AI code review (auth, RLS, BOLA, secrets, prove-don't-flag). Different products; complementary.
CodeRabbit's general AI code review covers style + bug class basics. Security-specific depth (Supabase RLS, BOLA, .claude/ leak) requires a specialist tool.
Why people leave CodeRabbit
- CodeRabbit's findings are general (style, bugs); security depth limited
- No sandbox-verified prove-don't-flag
- No specialist fleet for AI-built-app patterns
- No attestation chain
Where CodeRabbit actually breaks down
General-purpose AI review = shallow security depth
Example: CodeRabbit's prompt-engineering covers style + bug-class basics; deep security-specialist analysis isn't its core.
Impact: AI-built-app bug classes (April 2026 wave) shipped under CodeRabbit coverage.
No sandbox-verified findings
Example: Pattern-match output without runtime proof.
Impact: FP rate higher than prove-don't-flag.
No attestation chain
Example: PR comments aren't auditor-evidence.
Impact: SOC 2 + EU AI Act evidence requires separate tooling.
Why Securie instead
Security-specialist depth
20 detectors + RedTeam verifier + OffensiveSwarm targeting AI-built-app patterns.
Sandbox-verified prove-don't-flag
Firecracker microVM verification means zero FP for High+ findings.
Attestation chain
DSSE + Sigstore rekor for auditor evidence.
Feature matrix — CodeRabbit vs Securie
| Area | CodeRabbit | Securie |
|---|---|---|
| General code review | Yes (their core) | Limited (security-focused) |
| Security specialist fleet | General-AI-review only | 20 detectors + RedTeam + OffensiveSwarm |
| Sandbox-verified findings | No | Yes |
| Attestation chain | No | DSSE + Sigstore |
| Pricing model | Per-developer | Per-tenant (capped envelope) |
The deeper tradeoff
CodeRabbit and Securie target different layers: CodeRabbit is general AI code review (style, bugs, refactor suggestions, structure) and Securie is security-specific AI code review (auth, RLS, BOLA, secrets, attestation chain). The architectural fit is complementary, not competitive.
The key axis is depth: CodeRabbit's general-purpose prompt-engineering covers a wide surface shallowly. Securie's specialist fleet covers the security surface deeply. Both surface as PR comments, both run alongside.
Most teams running CodeRabbit + adding Securie keep both — they cover different layers and the cost adds modestly.
Pricing
CodeRabbit: $19-$30/dev/mo. Securie: $12-$299/mo (per-tenant, not per-dev).
Migration path
- Keep CodeRabbit for general code review (style, bugs, refactor suggestions)
- Add Securie for security-specific review
- Both surface as PR comments
Extended migration playbook
Step 1: Keep CodeRabbit for general review
What: No change.
Why: General code review value remains.
Gotchas: Don't expect CodeRabbit to cover security depth.
Step 2: Add Securie for security review
What: GitHub App.
Why: Security-specialist depth.
Gotchas: Both scanners as PR comments — distinct review surfaces.
Pick Securie if…
Security-specific PR review.
Stay with CodeRabbit if…
General AI code review for style + structure.
Common questions during evaluation
Should I run both?
Yes — different layers. CodeRabbit for style + general bugs; Securie for security.
Why pay both?
Complementary value. CodeRabbit Pro $19-$30/dev/mo + Securie Indie $12/mo (per-tenant) is modest combined cost vs single legacy SAST.
Can Securie do code review?
Securie's reviews are security-specific. General code-review (style, structure) is CodeRabbit's lane.
Verdict
CodeRabbit + Securie is the canonical pairing: CodeRabbit for general AI code review, Securie for security-specific AI code review. Complementary, not competitive.