- AWS Marketplace
- Top tools and patterns
- Building agentic systems
Building agentic systems on AWS
Learn to design, orchestrate, and scale multi-agent systems - from foundational patterns to production deployment - with structured tutorials and vetted AWS Marketplace integrations.
Ready to build your agentic AI system?
The AI agent landscape is evolving fast. Developers and architects face a maze of frameworks, tools, and architectural patterns - each promising to unlock autonomous AI capabilities, but few offering clear guidance on how to get there.
This 14-module learning series provides a structured curriculum for agentic systems development. Featuring guidance from AWS best practices and leading AI tools and infrastructure partners, it provides a structured path from foundational concepts to enterprise-scale deployment. You will learn how agents reason, coordinate, and operate within production systems - not through abstract theory, but through practical guidance backed by real-world implementations.
Every hands-on module combines AWS infrastructure with partner AI tooling, giving you tested blueprints for your own agentic stack. Every module connects you to production-grade tools - vector databases, orchestration platforms, AI ready security and observability solutions, and more - many with free trials. This means you can learn and build simultaneously, using tools actively deployed in enterprise environments.
Your 14-module journey from concept to production
Whether you’re exploring AI agents for the first time or scaling enterprise deployments, follow a structured path designed by AWS and industry-leading partners.
Modules 1- 2: Understand AI agents and choose your framework
Start with the fundamentals. Learn what AI agents are, how they create business value, and which frameworks fit your use case.
Modules 3-6: Evaluate, architect, and orchestrate multi-agent systems
Move from concept to implementation. Master evaluation techniques, multi-agent coordination, domain-specific applications, and workflow orchestration.
Modules 7-12: Memory, identity, data, integration, MLOps, and security
Production requires more than code. Build memory systems, manage identity, integrate securely, and establish observability across your agent infrastructure.
Modules 13-14: Optimize performance and ensure responsible deployment
Go from pilot to enterprise. Optimize costs, reduce latency, and ensure your agents meet ethical and regulatory standards.
14 modules covering the complete agent development stack
Expand your agent capabilities with production-grade tools
AI solutions from AWS Marketplace - all with unified billing, enterprise security, and many with free trials.
Stay ahead of the curve
Get notified when new modules go live, plus curated content: partner tutorials, code samples, and access to upcoming resources.
Why AWS Marketplace for on-demand cloud tools
Free to try. Deploy in minutes. Pay only for what you use.
Featured tools are designed to plug in to your AWS workflows and integrate with your favorite AWS services.
Subscribe through your AWS account with no upfront commitments, contracts, or approvals.
Try before you commit. Most tools include free trials or developer-tier pricing to support fast prototyping.
Only pay for what you use. Costs are consolidated with AWS billing for simplified payments, cost monitoring, and governance.
A broad selection of tools across observability, security, AI, data, and more can enhance how you build with AWS.
Expand your toolkit
You came for AI agents - bookmark this for everything else you'll build. The Build & Learn hub features technical guides, free-to-try tools, and deep dives across Observability, AI/ML, RAG, and Security. Your next project starts here.
