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Parallelizing Claude Agentic Systems in Python

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Overview

Scale Claude-powered systems to handle high-throughput workloads through asynchronous programming. Master async function execution, concurrent API calls, and parallel tool processing. Learn to support multiple specialized agents working simultaneously, enabling efficient multi-task processing and coordination without blocking on individual requests.

Syllabus

Unit 1: Going Async with Claude Agents

Observing Sequential Agent Execution Patterns
Adding Async Syntax Without Async Client
Completing the Async Agent Transformation
Calling Your Async Agent Correctly
Orchestrating Concurrent Agent Conversations

Unit 2: Implementing Async Tool Execution

Making Tool Execution Async
Testing Parallel Tool Execution
Integrating Parallel Tool Execution
Creating a Synchronous Agent Wrapper

Unit 3: Orchestrating Parallel Agent Systems

Completing the Parallel Agent Orchestrator
Exploring Async vs Sync Agent Tools
Making Agent Tools Fully Asynchronous

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