https://zheng-bobo.github.io/en/tags/aci/ Recent content in ACI on Blowing in the wind Hugo -- gohugo.io en Sat, 12 Sep 2026 21:08:45 +0200 https://zheng-bobo.github.io/en/post/anthropic-agent-evolution-1-from-workflows-to-agents/ Sat, 12 Sep 2026 21:08:45 +0200 https://zheng-bobo.github.io/en/post/anthropic-agent-evolution-1-from-workflows-to-agents/ <p>“Agent” is often used as a broad label for any system that calls tools or takes multiple steps. Anthropic&rsquo;s engineering work offers a more useful distinction: <strong>a workflow follows code paths defined in advance; an agent lets the model dynamically choose its process from environmental feedback.</strong></p> <p>This first article in the “Anthropic Agent Evolution” series establishes the vocabulary: augmented LLMs, fixed workflows, autonomous agents, and the harness that surrounds the model.</p>