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Snapsec’s AI agent operates on an autonomous ReAct (Reasoning + Action) architecture specifically tuned for offensive cybersecurity.

Architecture Components

  • Offensive LLM Orchestrator: Evaluates HTTP responses, recognizes error patterns, and synthesizes custom exploit payloads.
  • Sandboxed Toolchain Runtime: Executes network tools, headless browsers, and scanners in isolated, ephemeral Linux containers.
  • Evidence Collector: Captures full raw request and response data, eliminating ambiguity.