Implementation & Integration

Agents, deployment, enterprise wiring, streaming APIs — 26%

• Agentic Systems on AWS — Building agents the professional way: Strands Agents and multi-agent orchestration, MCP tool integration (stateless servers on Lambda, complex ones on ECS), AgentCore runtime services, stopping conditions, IAM boundaries, and human-in-the-loop gates. (4 lessons, 65 min)
• Model Deployment and Throughput Strategies — Where the model runs and how much it can take: Bedrock on-demand versus provisioned throughput versus SageMaker endpoints, LLM-specific container sizing, model cascading, and task-specific small models. (3 lessons, 55 min)
• Enterprise Integration Architectures — Dropping GenAI into organizations that already exist: legacy API integration, event-driven architectures on EventBridge, identity federation and least-privilege access to FMs, jurisdiction constraints, and CI/CD with GenAI gateway patterns. (3 lessons, 55 min)
• FM APIs, Streaming, and Application Wiring — The request path end to end: Converse and InvokeModel, async patterns with SQS, streaming over WebSockets and SSE, backoff and fallbacks, intelligent model routing, and the application layer from Amplify to prompt chaining. (4 lessons, 60 min)