DataFunTalk

May 1, 2026 · Artificial Intelligence

Evolving Agent Development: Simplifying Multi‑Source Real‑Time Context from an Environment‑Engineering Perspective

The article analyzes why AI agents thrive in software engineering yet lag in many industries, attributing the gap to insufficient real‑time, multi‑source context, and proposes a five‑dimensional framework—information completeness, sensory management, knowledge reconciliation, change governance, and low entry barrier—illustrated with Alibaba Cloud EventHouse solutions.