← Back to issue4 / 29 · Week of Jun 15, 2026

Agent loops

The basic pattern behind autonomous agents: observe context, choose an action, use tools, inspect results, and iterate toward a goal. Why it matters: Understanding the loop helps readers judge what agent products can actually do, where they fail, and where review gates belong.

Try this: Map one repetitive workflow into: input, tools, success criteria, review step.

Hacker News 763 pts · Jul 4verify ↗
Source
Anthropic - Building effective agents
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