Code Analyzer: eight-stage pipeline
Scan your code the way an attacker reads it.
Point the analyzer at a GitHub repository or a live app. It runs eight stages: secrets, static analysis, dependencies, deep LLM review, bundle, hidden-character steganography, adversarial verification, and attack-chain construction. Then it returns a verified report mapped to OWASP Top 10 2025 with CWE classification.
Stage 1/8 Scanning for exposed secrets
This is a guided demo of the live pipeline — results are representative sample data, not a real scan.
- 01 Secrets Detection API keys, tokens, and credentials across all file types.
- 02 Static Analysis AST parsing combined with Semgrep rule sets.
- 03 Dependency Audit npm audit and OSV database cross-reference.
- 04 LLM Deep Review Logic-level analysis catching what static tools miss.
- 05 Bundle Analysis Compiled output inspected for embedded threats.
- 06 Unicode Steganography GLASSWORM hidden-character detection.
- 07 Adversarial Verification A red-team agent challenges every finding before your report.
- 08 Attack Chain Construction Individual findings synthesized into attack narratives.
Verified vulnerability report
github.com/acme/checkout-app
- 0confirmed
- 0critical
- 0attack chains
- OWASPTop 10 2025
- OWASP Top 10 2025 mapped, CWE classified
- Every finding adversarially verified
- 2,096 vibe-coded apps analyzed