Building AI Agent Harnesses with Strands Agents
Completed by Rakesh Madupu
August 2, 2026
5 hours (approximately)
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What you will learn
Construct an agent harness that orchestrates an AI model, manages tools, context, and state, and controls the agent loop from first principles.
Choose between and implement three multi-agent orchestration patterns (agents-as-tools, graph workflows, and swarms) to coordinate multiple agents.
Evaluate agent behavior with trajectory and multi-turn evaluators, then deploy to cloud environments with persistent memory and session management.
Skills you will gain
- Category: Agentic Workflows
- Category: LLM Application
- Category: Generative AI Agents
- Category: Generative AI
- Category: Context Engineering
- Category: Cloud Deployment
- Category: Data Persistence
- Category: Memory Management
- Category: Model Context Protocol
- Category: Context Management
- Category: Agentic systems
- Category: Tool Calling
