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Mrunal Kakirwar

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#small language model Preprint Aug 2026

The Evaluation Context Protocol (ECP): A Portable Contract for AI Agent Evaluation

This paper proposes the Evaluation Context Protocol (ECP), an early-stage, vendor-neutral framework intended to act as a portable evaluation contract layer for agentic systems and describes an open-source reference implementation that includes adapters for LangChain, LlamaIndex, CrewAI, and PydanticAI.

Aniket Wattamwar, Manav Anandani, Mrunal Kakirwar · 0 citations