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Integration: OWASP Agent Memory Guard for memory security observability #1377

@vgudur-dev

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@vgudur-dev

Integration Request: Memory Security Monitoring

Hi AgentOps team,

AgentOps provides excellent observability for AI agents — session tracking, cost monitoring, error detection. One gap in the current observability stack is memory security: detecting when an agent's memory has been poisoned, tampered with, or is leaking secrets.

OWASP Agent Memory Guard is the reference implementation for OWASP ASI06 (Memory Poisoning). It could complement AgentOps by adding a security dimension to agent observability:

  • Emit security events (injection attempts, tampering detected, secrets found) as AgentOps spans
  • Track memory integrity scores alongside cost/latency metrics
  • Alert on anomalous memory write patterns across sessions
pip install agent-memory-guard

GitHub: https://github.com/OWASP/www-project-agent-memory-guard
PyPI: https://pypi.org/project/agent-memory-guard/

Would love to explore a native integration or at minimum a "Security Monitoring" guide in the AgentOps docs. Happy to contribute.

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