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How We Built TRACEFORGE: Graph-Native Autonomous Incident Response on FalkorDB

The Blind Spot in Modern AI Security Every cloud security engineer knows this nightmare scenario: a fires on an internet-facing Kubernetes pod or API gateway (payment-ingress-api).

  • TRACEFORGE is a graph-native autonomous incident response agent.
  • Built on FalkorDB's graph-based data sensory cortex for real-time response.
  • Surgical choke-point defense identifies critical paths to remediate attacks.

Ghidra + CBMC = Assembly Model Checker

  • Ghidra's assembly semantics integrated with CBMC's bounded model checking.
  • Asmc-lift tool enables lifting of compiled ELF files for assembly model checking.
  • Supports RV32/64 architectures and custom harnesses for C and assembly comparison.

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