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What we built AdversAI connects to AWS / Azure / GCP with read-only APIs (no agents). It builds a graph that links code-scan issues, posture gaps, runtime events, and SIEM logs, then runs a multi-LLM pipeline to: • answer plain-English questions (“Why is GuardDuty screaming?”) • return the root cause + a one-liner CLI remediation • optionally spin up a sandboxed lab so you can replay the exploit and patch.

New today We’ve open-sourced a 5-page technical white-paper describing the graph model and LLM orchestration, and put up a minimal landing page + live demo dataset.

• White-paper (PDF): https://adversai.com/files/whitepaper_security.pdf • Live demo / docs: https://adversai.com

Looking for feedback on architecture & edge cases. Happy to answer anything here.

– Alex

kivac23 · 1d ago

Nice! Helps coders more accurately triage a situation.

chocapikk · 20h ago

Interesting!

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