A scanner has a checklist.
Xseth has a brain.
Recon and triage today, wrapped in a cognitive core that reasons over an attack graph and chains findings into paths. Exploitation is on the roadmap — and we label what's shipped versus what's coming.
Recon pipeline
Subfinder → Naabu → HTTPX → Nmap, orchestrated end to end. Maps the attack surface — subdomains, open ports, live web, service versions — into one structured profile.
AI triage — signal over noise
A security-tuned LLM ranks the raw recon, drops the noise, and writes a prioritized threat assessment with the evidence behind every finding. You decide what is real.
World-model attack graph
Every scan is projected into a persistent graph — hosts, services, web endpoints and the edges between them. The agent reasons over this graph instead of treating each finding in isolation.
Attack-path chaining
A separate reasoning pass combines individually-low findings into multi-step attack paths — the difference between a scanner and someone who thinks about what one weakness unlocks next.
Bounded OODA loop
After each pass the agent decides whether one more focused scan wave is worth it — observe, orient, decide, act — under a hard step budget, with every decision audited.
Exploit validation & integrations
Non-destructive proof of real findings, plus CI/CD and ticketing hooks. On the roadmap — built one capability at a time behind scope and approval controls. We show what is shipped, not what is promised.