[GitHub Trending] anthropics/claude-quickstarts

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Claude quickstarts for deployable apps, highly actionable for developers.

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Why It Matters

For a solutions architect evaluating agent orchestration patterns, these quickstarts offer production-grade reference implementations of multi-agent systems, computer-use agents, and managed agent sessions that directly inform platform engineering decisions around tool-calling reliability and cross-channel deployment.

Key Takeaways

Clone the claude-quickstarts repo and study the computer-use best practices and autonomous coding agent patterns to inform your multi-agent system design and tool-calling reliability strategies.

Summary

Anthropic's claude-quickstarts repository provides a collection of reference implementations for building applications with the Claude API, including customer support agents, financial data analysts, and autonomous coding agents. The repo features advanced computer-use and browser-automation demos using the latest `computer_toolset_20260801` and `browser_toolset_20260801` tool shapes, with a dedicated best-practices guide for macOS that demonstrates explicit tool definitions, prompt caching, and batched tool calls. A managed agents quickstart pairs persistent sessions with Vercel's Chat SDK for multi-channel deployment across Slack, Teams, and Discord.