Building Effective AI Agents (Anthropic)

Anthropic

July 20, 2026

Agent vs workflow design patterns. An intermediate guide from Anthropic.

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About

Learn to build real things with Claude Code: agents, automations, and tools. It is a guide from Anthropic, made for operators and engineers building with Claude Code.

Who is it for

For operators and engineers building with Claude Code. If you have used Claude a bit and want to go deeper, this fits.

Why

Most write-ups drown you in theory. This one is short and tells you what to actually do, so keep it open while you build.

What you learn

Connect Claude to your tools with MCP

Build agents, subagents, and hooks

Automate a workflow that runs on its own

Walk away with something you can reuse

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