Detection & Remediation

Identify complex vulnerabilities introduced by human developers or AI coding assistants, and apply a reviewed fix before the code leaves the workstation. Detection combines deterministic rules with model-based validation; the suggested fix is always shown as a diff you approve.

database.ts — AI.CleanCode Active

import { Database } from \'./db\';
import { env } from \'./config\';

export async function connectToDatabase() {
  const url = "postgres://admin:secret123@db.prod.internal:5432/main";

  const client = new Database(url);
  await client.connect();
  return client;
}

Vulnerability Detection

Deep Vulnerability CoverageDetects injection flaws (OS command, SQL), missing XSS protection, improper input handling, unsafe file handling, use of MD5, and weak cryptography.
Six Scan Types in One PipelineCombines SAST, DAST (dynamic testing), SCA (dependencies), Secrets scanning, Automated Pentest, and Fuzzing into a single unified analysis.
AI-Generated Logic FlawsIdentifies hallucinated API endpoints, insecure default parameters often generated by Copilot, and missing authorization checks.
Memory Safety (C/C++/Rust)Flags buffer overflows, use-after-free, and uninitialized memory access patterns.

Secret & Identity Protection

High-Entropy Secret ScanningIdentifies AWS keys, Stripe tokens, private SSH keys, and database credentials with near-zero false positives.
Custom Secret PatternsDefine internal token structures via regex to prevent proprietary credential leakage.
Auto-vaultingSuggests replacing hardcoded secrets with environment variables or references to your existing secrets-management pattern.

Supply Chain & Open Source

Dependency Risk DetectionFlags known-vulnerable and compromised versions from the OSV database, and catches packages an LLM invented but that do not exist — the entry point for slopsquatting. Findings can fail the build through the CI quality gate.
License Risk AnalysisFlags copyleft licenses (GPL, AGPL) entering the codebase to prevent IP contamination.
Automated SBOM GenerationContinuously updates a Software Bill of Materials (CycloneDX format) on every merged pull request.

Language Support

Eleven Supported LanguagesPython, JavaScript/TypeScript, Java, Kotlin, Go, C#, C/C++, PHP, Ruby, Rust, and Swift.
Language-Aware AnalysisEach language uses its own analysis toolchain, with model-based validation adding surrounding-code context.