- Web UI with FastAPI, HTMX, Alpine.js
- 40+ security agents (web, API, recon, cloud, Android, infra, secrets)
- Bug Bounty Workflow Engine (4-phase)
- Exploit Engine with PoC generation
- Notifications (Discord, Slack, Teams, email, GitHub issues)
- CI/CD mode (JUnit XML, SARIF)
- Multi-AI support (NVIDIA, OpenAI, Anthropic, Ollama)
- MCP server for tool integration
- Docker + docker-compose deployment
- Scheduled/recurring scans
- Batch scanning
- AI false-positive reduction
- AI finding correlation & attack chains
- PDF report generation
- Scan-to-scan diff reports
- Knowledge graph with attack chain visualization
- Plugin system
- Web UI polish: dark theme refinements, mobile responsive
- Testing: comprehensive test suite for all new modules
- Performance optimization for large-scale scans
- OAuth/SAML authentication for Web UI
- Multi-user support with role-based access
- Team collaboration features (shared projects, comments)
- API-first architecture with OpenAPI spec
- Native desktop app (Tauri)
- Browser extension for passive recon
- More cloud providers (DigitalOcean, Linode, Vultr)
- Kubernetes security assessment
- Smart contract security assessment
- CI/CD plugin for GitHub Actions, GitLab CI
- Vulnerability database (local CVE lookup)
- Custom payload editor
- Report templates (customizable)
- Webhook relay for real-time integrations
- Performance mode for large-scale enterprise scanning
- Community agent marketplace
- Cloud-hosted SaaS version
- Real-time collaborative scanning
- Automated penetration testing
- Integration with popular bug bounty platforms (HackerOne, Bugcrowd)