Cloud Wizard - Building Advanced Agentic Systems on AWS - 1 Day ILT

Cloud Wizard Consulting is an AWS Advanced Training Partner and Select Tier Consulting Partner with a track record of training more than 5,000 professionals. Our authorized instructors hold all AWS certifications, and our student pass rate is 100%. This course draws on real-world project experience to deliver curriculum depth beyond standard offerings.

In this 1-day intermediate instructor-led course, you will implement production-ready multi-agent systems using Amazon Bedrock AgentCore. You will move beyond proof-of-concept by building scalable, secure, and observable agentic AI applications. By end of day, participants will have worked through a complete financial-agent demonstration - from building a single Strands agent to deploying a multi-agent system on AgentCore.

Upon completion, you will be able to:

• Analyze scenarios requiring multi-agent architectures
• Describe primary multi-agent communication patterns and their use cases
• Configure agent-as-tool patterns for production deployments
• Implement memory sharing using available platform capabilities
• Implement context management strategies for production workloads
• Design context compression and optimization mechanisms
• Optimize resource usage and cost management across multi-agent systems
• Configure policy-based access control using AgentCore Policy Engine
• Implement VPC integration for secure agent deployments
• Implement distributed tracing and monitoring across multi-agent systems
• Establish comprehensive agent evaluation frameworks
• Configure integration patterns for enterprise observability systems
• Establish comprehensive audit trails and compliance monitoring
• Integrate agentic systems with production APIs and services
• Design deployment strategies for production environments
• Assess production readiness and establish continuous improvement processes

• Format: Instructor-led training (virtual or in-person)
• Duration: 1 day
• Level: Intermediate

• Software developers and ML engineers building advanced agentic AI systems
• Solutions architects exploring multi-agent patterns on Amazon Bedrock
• Development teams already running single-agent proofs-of-concept who need to scale to production

We recommend attendees have completed:

• Agentic AI Foundations
• Building Agentic AI with Amazon Bedrock AgentCore

Module 1: Multi-Agent Architecture and Communication Patterns

• Single agent limitations and multi-agent benefits
• Instructor Demonstration: Building and Deploying Intelligent Financial Agents with Amazon Bedrock Strands and AgentCore - Task 1: Building a Personal Budget Assistant with Strands Agents
• Multi-agent communication patterns
• Memory and state management
• Instructor Demonstration: Task 2 - Building a Multi-Agent System for Complex Financial Analysis

Module 2: Context Engineering and Performance Optimization

• Context as a finite resource
• Context optimization techniques
• Tool design for context efficiency

Module 3: Security and Compliance Implementation

• Production Identity and Access Management
• VPC integration and network security

Module 4: Production Monitoring, Observability, and Evaluation

• Monitoring architecture
• AgentCore evaluation
• Enterprise observability integration
• Instructor Demonstration: Task 3 - Deploying Production-Ready Agents with Amazon Bedrock AgentCore

Module 5: Well-Architected Agentic AI Systems

• Applying the Well-Architected framework
• Well-Architected deployment
• Production readiness

Module 6: Course Wrap-up

• Next steps and additional resources
• Course summary

Cloud Wizard instructors bring hands-on project experience deploying agentic systems for enterprise clients. The curriculum features a progressive financial-agent lab scenario that mirrors real production challenges - not abstract exercises. Participants leave with demonstrated capability in multi-agent orchestration, security hardening, and observability configuration on AWS.