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aws amarathon 2025 Series' Articles
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A Developer’s Roadmap to Architecting for Agents
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
A Developer’s Roadmap to Architecting for Agents
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agents
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ai
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architecture
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3 min read
Multi-Agent on AgentCore: Accelerating Fault Diagnosis and Recovery in Distributed Systems
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
Multi-Agent on AgentCore: Accelerating Fault Diagnosis and Recovery in Distributed Systems
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2 min read
Transforming Unstructured Data into Actionable Insights with Amazon Bedrock Data Automation
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
Transforming Unstructured Data into Actionable Insights with Amazon Bedrock Data Automation
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2 min read
Accelerating Migration Projects with Kiro using Spec-Driven Development
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
Accelerating Migration Projects with Kiro using Spec-Driven Development
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ai
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productivity
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tooling
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aws
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2 min read
Building Agentic AI Nova Act and Strands Agents in Practice
Eliana Lam
Eliana Lam
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Nov 27 '25
Building Agentic AI Nova Act and Strands Agents in Practice
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agents
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ai
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aws
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5 min read
"Matching" to "Understanding": Personalized AI Search Practice Driven by AgentCore Memory
Eliana Lam
Eliana Lam
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Nov 27 '25
"Matching" to "Understanding": Personalized AI Search Practice Driven by AgentCore Memory
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agents
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ai
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machinelearning
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architecture
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4 min read
Observe to Optimize – LLM Observability to AIOps Turning real-time insights into intelligent automation
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
Observe to Optimize – LLM Observability to AIOps Turning real-time insights into intelligent automation
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1 min read
Deploying TEAM and Building the Best Engineering Team
Eliana Lam
Eliana Lam
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Nov 27 '25
Deploying TEAM and Building the Best Engineering Team
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architecture
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aws
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security
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3 min read
Five Hard Lessons from Five Years of So-Called Serverless Databases
Eliana Lam
Eliana Lam
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Nov 27 '25
Five Hard Lessons from Five Years of So-Called Serverless Databases
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aws
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database
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serverless
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2 min read
What if AI does my job How Q Developer CLI and Kiro have changed my daily routine
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 27 '25
What if AI does my job How Q Developer CLI and Kiro have changed my daily routine
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2 min read
Velocity with Vigilance: Security Essentials for Amazon Bedrock Agent Development
Eliana Lam
Eliana Lam
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Nov 27 '25
Velocity with Vigilance: Security Essentials for Amazon Bedrock Agent Development
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2 min read
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster
Eliana Lam
Eliana Lam
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Nov 29 '25
Run OSS LLMs on a Single H100 Smarter, Cheaper, Faster
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llm
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ai
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opensource
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aws
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5 min read
A Modern Unified Metadata Architecture: New Approaches to Breaking Down Data Silos
Eliana Lam
Eliana Lam
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Nov 29 '25
A Modern Unified Metadata Architecture: New Approaches to Breaking Down Data Silos
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data
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cloud
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architecture
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aws
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3 min read
Serverless MediaOps: Automating Video Workflows with AI on Amazon Web Services
Eliana Lam
Eliana Lam
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Nov 29 '25
Serverless MediaOps: Automating Video Workflows with AI on Amazon Web Services
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serverless
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ai
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automation
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aws
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2 min read
Architecting for Efficiency and Reliability with Performance Testing at Scale
Eliana Lam
Eliana Lam
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Nov 29 '25
Architecting for Efficiency and Reliability with Performance Testing at Scale
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testing
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architecture
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performance
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aws
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1 min read
Connecting the World Through Open Source: Practical Journey of Technology, Community and Global Developer Relations
Eliana Lam
Eliana Lam
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Nov 29 '25
Connecting the World Through Open Source: Practical Journey of Technology, Community and Global Developer Relations
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discuss
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community
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opensource
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2 min read
Building Streaming Iceberg Tables for Real-Time Logistics Analytics
Eliana Lam
Eliana Lam
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Nov 29 '25
Building Streaming Iceberg Tables for Real-Time Logistics Analytics
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analytics
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dataengineering
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architecture
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opensource
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4 min read
Accelerating Large-Scale Robot Strategy Training: An Automated Closed-Loop Architecture Based on Kiro, Trainium, and EKS
Eliana Lam
Eliana Lam
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Nov 29 '25
Accelerating Large-Scale Robot Strategy Training: An Automated Closed-Loop Architecture Based on Kiro, Trainium, and EKS
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2 min read
From Vibe to Viable with spec driven development
Eliana Lam
Eliana Lam
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Nov 29 '25
From Vibe to Viable with spec driven development
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agents
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ai
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softwareengineering
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3 min read
Making Cloud Cost Analysis Smarter: Building FinOps Intelligent Agents with Strands and AgentCore
Eliana Lam
Eliana Lam
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Nov 29 '25
Making Cloud Cost Analysis Smarter: Building FinOps Intelligent Agents with Strands and AgentCore
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agents
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cloud
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ai
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aws
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5 min read
Transform Conversational Agentic AIOps for K8s Using CNCF Kagent, K8sGPT, and Nova Sonic
Eliana Lam
Eliana Lam
Eliana Lam
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Nov 29 '25
Transform Conversational Agentic AIOps for K8s Using CNCF Kagent, K8sGPT, and Nova Sonic
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agents
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kubernetes
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ai
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devops
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3 min read
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