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Amazon Bedrock Agents (Classic) in Production: Safe Tools, Memory, Guardrails and the Move to AgentCore
Posted inAI AWS Machine Learning

Amazon Bedrock Agents (Classic) in Production: Safe Tools, Memory, Guardrails and the Move to AgentCore

Amazon Bedrock Agents Classic in production: action group Lambda validation, requireConfirmation, sessionAttributes, SESSION_SUMMARY memory, guardrail configuration, and migration mapping to Bedrock AgentCore.
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AWS DynamoDB: Advanced Patterns for Production at Scale
Posted inAWS

AWS DynamoDB: Advanced Patterns for Production at Scale

A senior-engineer guide to AWS DynamoDB, with production-ready patterns, trade-offs, and practical examples.
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AWS Lambda Best Practices: Write Functions That Scale and Never Time Out
Posted inAWS

AWS Lambda Best Practices: Write Functions That Scale and Never Time Out

A senior-engineer guide to AWS Lambda best practices, with production-ready patterns, trade-offs, and practical examples.
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Terraform for Developers: Infrastructure as Code From Zero to Production AWS
Posted inAWS

Terraform Aws: Infrastructure as Code From Zero to Production AWS

A senior-engineer guide to Terraform AWS, with production-ready patterns, trade-offs, and practical examples.
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How Netflix Handles 250M Users: Event-Driven Video Processing Architecture on AWS
Posted inAWS

Netflix-Scale Video Processing: Event-Driven Video Processing Architecture on AWS

A senior-engineer guide to Netflix-scale video processing, with production-ready patterns, trade-offs, and practical examples.
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Production-Grade Multi-Region E-Commerce Checkout on AWS with Aurora Global Database, EventBridge, and SQS
Posted inAWS

Aws Multi-Region Checkout: Production-Grade Multi-Region E-Commerce Checkout on AWS with Aurora Global Database, EventBridge, and SQS

A senior-engineer guide to AWS multi-region checkout, with production-ready patterns, trade-offs, and practical examples.
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AWS Clickstream Analytics at Massive Scale: Kinesis, Lambda, Firehose, S3, Athena, and OpenSearch in Production
Posted inAWS

AWS Clickstream Analytics at Massive Scale: Kinesis, Lambda, Firehose, S3, Athena, and OpenSearch in Production

A senior-engineer guide to AWS clickstream analytics, with production-ready patterns, trade-offs, and practical examples.
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How to Build a Real-Time Fraud Detection and Decisioning Architecture on AWS with EventBridge, Step Functions, and DynamoDB
Posted inAWS

Aws Fraud Detection Architecture: How to Build a Real-Time Fraud Detection and Decisioning Architecture on AWS with EventBridge, Step Functions, and DynamoDB

A senior-engineer guide to AWS fraud detection architecture, with production-ready patterns, trade-offs, and practical examples.
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AWS Multi-Tenant SaaS Control Plane Architecture: API Gateway, ECS, DynamoDB, Step Functions, and EventBridge
Posted inAWS

Aws Multi-Tenant Saas Architecture: API Gateway, ECS, DynamoDB, Step Functions, and EventBridge

A senior-engineer guide to AWS multi-tenant SaaS architecture, with production-ready patterns, trade-offs, and practical examples.
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How to Design a Global Media Delivery and Personalization Platform on AWS with CloudFront, S3, API Gateway, and DynamoDB Global Tables
Posted inAWS

Aws Media Delivery Architecture: How to Design a Global Media Delivery and Personalization Platform on AWS with CloudFront, S3, API Gateway, and DynamoDB Global Tables

A senior-engineer guide to AWS media delivery architecture, with production-ready patterns, trade-offs, and practical examples.
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