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multi-signal

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ashutoshrana / confidence-escalation

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Framework-agnostic confidence-gated escalation middleware for LLM agents: multi-signal scoring (logprob, verbalized, tool risk), threshold policies, and escalation handlers for LangChain, CrewAI, AutoGen, and Google ADK.

python ai-safety escalation autogen llm ai-governance langchain enterprise-ai llm-agents crewai eu-ai-act google-adk confidence-scoring human-in-loop regulated-industries owasp-agentic-ai agent-middleware multi-signal threshold-policy logprob
  • Updated Aug 3, 2026
  • Python

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