Under The Hood

The Hybrid AI Engine.

Sending an entire codebase to an LLM is slow, expensive, and context-window limited. Bryxe uses a revolutionary two-stage pipeline: zero-cost static filtering followed by high-context AI auditing.

Stage 1

Cost-Free Static Pre-Scan

We parse your entire repository locally using our custom Babel AST engine and regex matrices. This costs 0 AI tokens and runs in milliseconds.

  • 01
    Malware hash integration (planned)Instantly blocks known malicious dependencies and slopsquatting attacks.
  • 02
    850,000+ CVE DatabaseMaps your package.json against NVD, OSV, and Snyk in realtime.
  • 03
    422 Vibe-Coding AST RulesDetects hardcoded secrets, missing Server Action auth, and Next.js footguns.
Stage 2

Contextual AI Deep Audit

Stage 1 passes only the "suspicious" logic flows (auth guards, RLS rules, payment webhooks) to our fine-tuned LLM for deep cross-file reasoning.

  • 01
    Cross-File Attack ChainsThe AI tracks tainted data from a frontend form, through a Server Action, into a database query.
  • 02
    Business Logic FlawsDetects IDOR (Insecure Direct Object Reference) and missing ownership predicates that regex can't see.
  • 03
    Zero Wasted TokensBy only querying the AI for complex logic, you get enterprise-grade security without the $1000/month API bill.
500+
Threat Signatures
422
AST Rules
850k+
Known CVEs
$0
Wasted Tokens

Stop paying for raw tokens. Start fixing bugs.

Test the Engine on Your Code