Refactoring Blog Search from Pinecone to Claude
How we replaced vector search with AI-powered semantic search using Claude via AWS Bedrock
Multi-Environment AWS CDK Deployments in a Single Account
A comprehensive guide to deploying multiple environments in a single AWS account using CDK, featuring sophisticated deployment strategies, GitHub Actions automation, and real-world architectural patterns
Adding llms.txt Files to Enhance AI Model Compatibility
Implementing a generator for llms.txt files to help AI models better understand and reference blog content
Secure S3 Image Uploads and Viewing with Presigned URLs and Cognito
A deep dive into securely managing user-specific image uploads to S3 using presigned URLs and authorizing access for viewing with AWS Cognito.
AWS Logs MCP
Create an MCP server that you can use to access your AWS CloudWatch Logs and CloudTrail events for easier troubleshooting and monitoring
Updating Athena Queries for Enhanced Blog Traffic Analysis
Expanding on our CloudFront log analysis with new Athena queries to differentiate bots vs humans, analyze external referrers, and get detailed bot traffic insights.
Deep Dive: Building 'alphabetizi.ng'
Exploring the architecture and interesting features of a serverless survey application built with AWS CDK, React, DynamoDB, and Lambda@Edge
Send Email with Microsoft Graph from Lambda
A detailed guide on sending emails with Microsoft Graph from a Lambda function
Analyzing Blog Traffic with CloudFront Logs and Athena
A detailed guide on setting up CloudFront logging with Athena to analyze blog traffic patterns and user behavior using CDK
Securing API Gateway with Lambda@Edge
A detailed guide on implementing secure API Gateway endpoints using Lambda@Edge for request verification and API key management