Python programming tutorials for beginners and experts. Learn Python syntax, libraries, frameworks, and real-world applications.
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The five agentic patterns from Anthropic's 'Building Effective Agents' — prompt chaining, routing, parallelization, orchestrator-workers, and evaluator-optimizer — each with one runnable Python example. Start simple, add complexity only when it pays for itself.
A deep look at run_script — the AWS MCP Server tool that lets agents chain multiple AWS API calls in one server-side Python execution, with the IAM, network, and debugging tradeoffs developers should understand before turning it on in production.
The five agentic patterns from Anthropic's 'Building Effective Agents' — prompt chaining, routing, parallelization, orchestrator-workers, and evaluator-optimizer — each with one runnable Python example. Start simple, add complexity only when it pays for itself.
Level: intermediate · 8 min read
A deep look at run_script — the AWS MCP Server tool that lets agents chain multiple AWS API calls in one server-side Python execution, with the IAM, network, and debugging tradeoffs developers should understand before turning it on in production.
Level: intermediate · 15 min read