← 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
View source →

Get the field brief every week.

Important AI developments, useful explanations, and practical resources in one weekly read. Context to understand what matters, with links to the original sources and deeper reading.

Subscribe free →
Free weekly·No spam·Unsubscribe anytime