What it includes
- Terminal and files: run commands, execute Python scripts, and read, write, edit, list, and search files in the sandbox
- Web and research: live web search, content retrieval, and deep research for advisories, exploits, and documentation
- Browser automation: navigate, interact with, and extract from real pages for client-side testing and screenshots
- Network traffic: capture HTTP traffic across the browser, CLI, and scripts, then search, inspect, and replay requests with auth preserved
- Code analysis: structural code maps and documentation for gray-box understanding of a target
- Knowledge search: index and search captured data and reference material
- Out-of-band testing: SSRF canaries, XSS payloads, DNS rebinding, and OAST callbacks for confirming blind vulnerabilities
- Issue management: file and manage findings, with quality gates that block low-confidence or false-positive reports
- Memory: recall and update working memory across steps and agents

