Features
Automated exploit generation with executable proof-of-concepts
Deep static analysis with taint tracking and reachability analysis
Dependency vulnerability scanning
Secrets detection (API keys, tokens, passwords, certificates)
API security analysis (REST, GraphQL, gRPC) for IDOR, broken auth, injection
AI-powered triage and contextual security Q&A
Customizable scan rules per repository
Real-time scanning with streaming results and job cancellation
CI integration with diff-based incremental scanning and blocking gates
PR security scanning with inline comments and SARIF output
Security analytics with score tracking and trend monitoring
Enterprise controls: SSO/SAML, RBAC, self-hosted deployment
MCP integration for AI editors (Cursor, Claude, Windsurf, Cline)
Autonomous audit of production-grade codebases
Continuous protection with automated patches via PRs
AI-powered detection of BEC, VEC, and phishing attacks
Conversational analysis to spot impersonation and social engineering
Custom detection rules with YARA-like language (Sublime Script)
Real-time threat detection and automated incident response
Threat hunting interface for proactive investigation
Deep visibility into email attack patterns
Integration with Microsoft 365 and Google Workspace
Low false positive rates through adaptive learning
Behavioral analysis of sender and recipient patterns
Automated remediation (quarantine, alert, etc.)
