ChainProbe

ChainProbe is a web app (with a lightweight desktop agent) that maps and safely validates real-world cloud attack paths across AWS, Azure, and GCP. Instead of dumping thousands of findings, it builds a graph of identities, permissions, network reachability, and data locations, then runs controlled “proof” actions (read-only by default) to confirm whether a path is actually exploitable. It generates a penetration-test style narrative: entry point, lateral movement steps, blast radius, and concrete fixes ranked by impact. It’s a combination traditional + AI app: traditional for deterministic graph building and safe validation, AI for turning complex paths into clear reports and remediation tickets. Brutal truth: this is hard to build correctly and you’ll need strong guardrails to avoid breaking customer environments, but if you nail safety and accuracy, it replaces hours of manual cloud pentesting triage.