Course curriculum

    1. Segment 01: Course Introduction

    2. Segment 02: Module Introduction Scaling Beyond Demos

    3. Segment 03: Horizontal and Vertical Scaling Patterns for Agents

    4. Segment 04: Load Balancing Strategies and Geographic Distribution

    5. Segment 05: Caching Strategies Semantic Response and KV Cache

    6. Segment 06: Latency Optimization and Performance Tuning

    7. Segment 07: Cost Management and Monitoring

    8. Segment 08: Auto-Scaling and Capacity Planning

    1. Segment 09: Module Introduction State and Reliability

    2. Segment 10: State Architecture Session User World_ and Meta-State

    3. Segment 11: Consistency Models and Distributed State

    4. Segment 12: State Synchronization in Multi-Agent System

    5. Segment 13: Session Lifecycle Management

    6. Segment 14: Data Persistence and BackupRecovery

    7. Segment 15: Reliability Patterns Retry Circuit Breaker Bulkhead

    1. Segment 16: Module Introduction Observability and Evaluation

    2. Segment 17: Monitoring Dashboards and Key Metrics

    3. Segment 18: Distributed Tracing and Correlation IDs

    4. Segment 19: Structured Evaluation with Ragas for RAG Quality

    5. Segment 20: Agent Tracing and Debugging with LangSmith

    6. Segment 21: Human Evaluation Protocols and Feedback Loops

    7. Segment 22: AB Testing and Experimentation for Agents

    8. Segment 23: Continuous Evaluation in Production

    1. Segment 24: Module Introduction Enterprise Cloud Integration

    2. Segment 25: AWS Architecture Bedrock Lambda and ECS for Agents

    3. Segment 26: GCP Architecture Vertex AI and Cloud Run for Agents

    4. Segment 27: Azure Architecture OpenAI Service and Functions for Agents

    5. Segment 28: Enterprise Governance Security Compliance and Data Residency

    6. Segment 29: Multi-Cloud and Hybrid Patterns

    1. Segment 30: Module Introduction Operations and Reliability

    2. Segment 31: CI-CD Pipelines for Agentic Systems

    3. Segment 32: Deployment Strategies Canary and Blue-Green

    4. Segment 33: Incident Response and On-Call Procedures

    5. Segment 34: SLO Management and Error Budgets

    6. Segment 35: Chaos Engineering for Agent Resilience

    7. Segment 36: Performance Tuning and Capacity Planning

    1. Segment 37: Module Introduction Advanced Applications and Responsible AI

    2. Segment 38: Multimodal Agents Vision-Language Integration

    3. Segment 39: Code Generation Agents with Sandboxing and Testing

    4. Segment 40: Conversational Agents Dialog State and Human Handoff

    5. Segment 41: Task Automation Agents RPA with AI

    6. Segment 42: Decision Support Agents Risk Assessment and Compliance

    7. Segment 43: Responsible AI Bias Detection and Mitigation

    8. Segment 44: Regulatory Compliance and Environmental Impact

    9. Segment 45: Case Study End-to-End Production Agent System

About this course

  • Free
  • 45 lessons
  • 6.5 hours of video content

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