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Building AI Agents with Claude: Tool Use, Instructions, and Multi-Step Pipelines

Name: Building AI Agents with Claude: Tool Use, Instructions, and Multi-Step Pipelines
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Learn to build production-ready AI agents with Claude by mastering tool use, instruction design, and multi-agent pipelines. By the end, you'll deploy reliable, fully functional agents capable of handling complex, multi-step automated workflows.

What's included

📦6 modules

🖼24 narrated slides

✅9 quiz questions

📊Diagrams

⌨️Code examples

🔊AI narration

🎓Certificate of completion

🎟️Included in subscription plans

⏱️Deep · ~50 min

📱Self-paced, learn anywhere

♾️Lifetime access

What you'll learn

M1Foundations of Claude Agents and the Agentic Loop⌄

How Claude Differs from a Chatbot: Agency, Autonomy, and Task Completion
Anatomy of an Agentic Loop: Observe, Reason, Act, Repeat
Mapping Agent Goals to Claude's Instruction-Following Behavior
Designing Clear System Prompts That Constrain and Direct Agent Behavior

M2Tool and Function Calling with Claude3 quiz questions⌄

Defining Tools: Structuring JSON Schemas Claude Can Read and Invoke
Handling Tool Call Responses and Feeding Results Back to Claude
Building a Live Web Search Tool and Wiring It Into a Claude Agent
Graceful Failure: Handling Missing Tools, Bad Outputs, and Refusals

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Instruction Design and Context Management for Agents

Writing Multi-Step Task Instructions Claude Will Follow Without Drifting
Managing Long Conversations: Summarization, Truncation, and Context Windows
Injecting Dynamic State Into Prompts: Memory, Variables, and Scratchpads
Testing Instruction Robustness With Edge Cases and Adversarial Inputs

M4Building a Fully Functional Single Agent With Tool Use3 quiz questions⌄

Project Setup: Defining the Agent's Role, Tools, and Success Criteria
Implementing a Research Agent That Searches, Reads, and Synthesizes
Adding a Calculator and Code Execution Tool to Extend Agent Capabilities
End-to-End Testing: Running the Agent on Real Multi-Step Tasks and Fixing Failures

M5Designing Multi-Agent Pipelines With Claude⌄

Orchestrator vs. Subagent: Splitting Responsibilities Across Multiple Claude Instances
Passing Structured Outputs Between Agents Using Tool Call Chaining
Building a Two-Agent Pipeline: One Agent Plans, One Agent Executes
Adding a Critic Agent That Reviews and Corrects Another Agent's Work

M6Reliability, Safety, and Shipping Production Agents3 quiz questions⌄

Implementing Human-in-the-Loop Checkpoints for High-Stakes Agent Actions
Rate Limiting, Retry Logic, and Cost Control in Long-Running Agent Pipelines
Evaluating Agent Performance: Metrics, Logging, and Regression Testing
Capstone Walkthrough: Reviewing and Extending Your Full Tool-Using Multi-Agent System

Building AI Agents with Claude: Tool Use, Instructions, and Multi-Step Pipelines

What's included

What you'll learn

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