Ashutosh Rana
@ashutoshrana
Enterprise architect building cloud, integration, workflow, and applied AI systems for real operating environments.
Cherryroad Minneapolis On GitHub since February 2016
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Published Tools
1 Skill2 Agentsacross 2 categoriesAshutosh Rana
A
Reference patterns for compliance-aware retrieval-augmented workflows, context continuity, and governed AI integration in enterprise environments.
...moreAgentai-ml
11 dir
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.
...moreAgentai-agents
1 dir
FERPA-compliant document filter for Haystack RAG pipelines — enforces identity-scoped access control before documents reach the LLM
...moreSkillai-ml
1 dir