https://zheng-bobo.github.io/en/tags/long-running-agents/ Recent content in Long-Running Agents on Blowing in the wind Hugo -- gohugo.io en Sat, 12 Sep 2026 21:07:45 +0200 https://zheng-bobo.github.io/en/post/anthropic-agent-evolution-2-context-reset-and-handoff/ Sat, 12 Sep 2026 21:07:45 +0200 https://zheng-bobo.github.io/en/post/anthropic-agent-evolution-2-context-reset-and-handoff/ <p>The central tension in long-running work is not whether a model can write code. It is that a task may last hours or days while every context window is finite. Replaying the entire history eventually creates both capacity and noise problems.</p> <p>Anthropic&rsquo;s first long-running agent harness answered with a simple principle: <strong>reset conversational context, but externalize project state into structured artifacts that the next agent can recover.</strong></p>