Alibaba Cloud Native
Apr 29, 2026 · Artificial Intelligence
Evolving Agent Development: Simplifying Multi‑Source Real‑Time Context from an Environment‑Engineering Perspective
The article analyzes why AI coding agents thrive in software engineering while agents in other industries lag, identifies context‑supply as the core bottleneck, and proposes a five‑dimensional framework—information completeness, sensory management, knowledge reconciliation, change governance, and accessibility—illustrated with EventHouse’s polling, event subscription, and mount‑query approaches, unified catalog, knowledge wiki, and CI/CD‑style release to make enterprise agents simple, reliable, and production‑ready.
AI agentsCI/CD for AIContext Management
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