Recap Series
- Session 01: A Developer’s Roadmap to Architecting for Agents
- Session 02: Amazon Bedrock Data Automation
- Session 03: Multi-Agent on AgentCore
- Session 04: Building Agentic AI Nova Act and Strands Agents in Practice
- Session 04: Accelerating Migration Projects with Kiro using Spec-Driven Development
- Session 06: From "Matching" to "Understanding": Personalized AI Search Practice Driven by AgentCore Memory
- Session 07: Observe to Optimize – LLM Observability to AIOps Turning real-time insights into intelligent automation
- Session 08: Deploying TEAM and Building the Best Engineering Team
- Session 09: Five Hard Lessons from Five Years of So-Called Serverless Databases
- Session 14: What if AI does my job How Q Developer CLI and Kiro have changed my daily routine
- Session 16: Velocity with Vigilance: Security Essentials for Amazon Bedrock Agent Development
- Session 26: Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster
- Session 28: A Modern Unified Metadata Architecture: New Approaches to Breaking Down Data Silos
- Session 29: Serverless MediaOps: Automating Video Workflows with AI on Amazon Web Services
- Session 30: Architecting for Efficiency and Reliability with Performance Testing at Scale
- Session 31: Connecting the World Through Open Source: Practical Journey of Technology, Community and Global Developer Relations
- Session 33: Building Streaming Iceberg Tables for Real-Time Logistics Analytics
- Session 34: Accelerating Large-Scale Robot Strategy Training: An Automated Closed-Loop Architecture Based on Kiro, Trainium, and EKS
- Session 35: From Vibe to Viable with spec driven development
- Session 36: Making Cloud Cost Analysis Smarter: Building FinOps Intelligent Agents with Strands and AgentCore
- Session 37: Transform Conversational Agentic AIOps for K8s Using CNCF Kagent, K8sGPT, and Nova Sonic
Session Notes
Testing Categories:
- Code Testing: Code Analysis, Unit Testing
- Integration & Interface: Contract Testing, Interface Testing
- Functional: User Acceptance, Regression Testing
- Non-Functional: Performance Testing, Chaos Engineering
- End-to-end Testing: Comprehensive testing covering all aspects Performance Metrics:
- Load: System performance under expected usage
- Stress: Evaluate system behavior under extreme load conditions
- Endurance: Sustained load testing to identify long-term issues
- Scalability: Measuring performance under growing user/transaction volume
- Spike: Rapidly increasing or decreasing load to assess resilience and behavior
- Volume: Evaluates the impact of handling large amounts of data Measurement Criteria:
- Percentiles: 50th, 90th, 95th, 99th, 99.9th, 100th
- Counts & Averages: Total Transactions, Success, Failures, Response Times, Latency, Connection Time, Bandwidth
- Errors: All errors, prioritize critical
- Resources: CPU usage, Memory consumption, Disk I/O, Network Traffic Testing Strategies:
- Early: Incorporate testing early in the development lifecycle
- After: Testing post-infrastructure changes
- Always: Continuous testing throughout the development process
- Development: Testing integrated into the development workflow
- Infrastructure Changes: Testing following any infrastructure modifications
- Staging: Testing in a staging environment before production
- Major Events: Testing prior to significant system events
- Post-Production: Post-deployment performance validation
- Milestones: Testing at specific project milestones Benefits:
- Efficiency: Improved system efficiency
- Reliability: Enhanced system reliability
- Better User Experience: Superior user experience through optimized performance
- Scalability: Improved system scalability
- Cost Optimization: Reduced costs through optimized resource utilization Amazon Web Services Solutions:
- 1M+ Deployments: Extensive deployment experience
- Vetted, Supported: Thoroughly vetted and professionally supported solutions
- Solutions Library: Comprehensive library of vetted solutions
- Pay for what you use: Flexible pricing model based on usage
- Single Tenant: Solutions designed for single tenant environments
- 100% Open Source: Commitment to open source solutions