Human-in-the-loop rubric assessment with disagreement routing, uncertainty, and auditable teacher–AI decisions.
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Sep 26, 2026 - Python
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human-in-loop
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Search Pixabay for a list of keywords, pick the best image for each one, and get them back resized to match and packaged in a zip - a human-in-the-loop batch image picker.
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Oct 19, 2026 - Python
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
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Nov 9, 2026 - Python
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