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agent-auditability

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ZizkaDB

ZIZKA-AI-SL / ZizkaDB

Star 119

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

python open-source typescript self-hosted ai-agents audit-trail session-replay audit-logging ai-compliance llmops eu-ai-act mcp-server time-travel-debugging ai-audit agent-debugging tamper-evident-logs article-12 agent-auditability drift-detection-mlops causal-lineage
  • Updated Oct 3, 2026
  • Python

engram-agents / engram

Star 4

ENGRAM — an epistemic memory substrate for AI agents. Public release snapshots (one squashed commit per version).

mcp knowledge-graph ai-agents continual-learning ai-agent trustworthy-ai llm-agents llm-memory ai-memory agentic-ai model-context-protocol agent-memory claude-code self-improving-ai agentic-memory agent-self-improvement ai-agent-epistemic-identity ai-agent-continuous-learning agent-auditability agent-human-mutual-trust
  • Updated Oct 2, 2026
  • Python

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