2 guides covering common problems, patterns, and production issues in Anthropic Agent SDK.
The Anthropic Agent SDK is Anthropic's official Python SDK for building Claude-powered agents. It provides a structured tool-use loop, multi-agent coordination via subagents, computer use (desktop automation), and streaming — all on top of the Claude model family.
Most Anthropic SDK tutorials show a single tool call. They don't show what happens when Claude calls three tools in sequence, one tool fails, or the agent needs to decide whether to keep looping. That...
A single Claude agent with 20 tools and a 10,000-token task description works — until it doesn't. Long contexts degrade instruction-following. Too many tools dilutes selection quality. Tasks with clea...
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