Building Effective Agents with Claude in Python

Overview

Build effective Claude agents from scratch using pure Python and direct Anthropic API calls. Master LLM workflows, tool integration, autonomous agent patterns, multi-agent orchestration, and async parallelization, all without any frameworks.

Syllabus

Course 1: Exploring Workflows with Claude in Python
Course 2: Developing Claude Agents with Tool Integration in Python
Course 3: Mastering Agentic Patterns with Claude in Python
Course 4: Parallelizing Claude Agentic Systems in Python

Courses

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2 hours
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Explore how to orchestrate Claude through common workflow patterns. Master strategies for decomposing complex tasks, routing work efficiently, and executing parallel operations using only prompt engineering and API call orchestration.
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2 hours
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Discover how to enhance Claude's capabilities by integrating custom tools and functions. Progress from creating tool schemas to building autonomous agents that can interact with external systems through iterative tool use.
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2 hours
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Build sophisticated multi-agent systems where specialized agents collaborate to solve complex problems. Learn patterns for agent coordination, orchestration, and delegation to create systems greater than the sum of their parts.
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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.