Home AI Hacker News Engineering-Grade Causal Audit Infrastructure for AI Agents: Liuhaotian2024-K9Audit on GitHub

Engineering-Grade Causal Audit Infrastructure for AI Agents: Liuhaotian2024-K9Audit on GitHub

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Elevate Your AI Game with K9 Audit

Is your AI agent causing issues in production without leaving a clear trail? Enter K9 Audit, designed to prevent headaches during deployments and audits. With K9 Audit, you gain unparalleled insights into AI actions with comprehensive logs that reveal the “who, what, and why” behind each operation.

Key Features:

  • Causal Five-Tuple: Records every action’s context (X_t), actual execution (U_t), expected outcome (Y*_t), actual results (Y_t+1), and adjustment metrics (R_t+1).
  • Tamper-Evident Records: Uses SHA256 hashing for cryptographic-proof, ensuring the integrity of your audit logs.
  • Rapid Root Cause Analysis: Retrieve the root cause of deviations in under a second with simple commands, eliminating hours of log sifting.

K9 Audit transforms your debugging process from tedious to instant, making AI deployments smoother and more reliable.

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