Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.19263.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

The paper proposes the Evaluation Context Protocol (ECP), a vendor-neutral JSON-RPC interface for evaluating AI agents across frameworks. It includes an open-source reference implementation with adapters for LangChain, LlamaIndex, CrewAI, and PydanticAI, and identifies limitations in current agent evaluation paradigms.

Proposes a concrete, framework-agnostic evaluation contract for agents with working adapters. Explicitly work-in-progress and lacking empirical validation, limiting current utility but worth tracking.

Cited by

No citations on record.