Deploying AWS Applications with Cloudflare Workers and Cloud Connector

A comprehensive guide on using Cloudflare as a security and CDN layer for AWS-hosted applications, with edge-level API key injection

Converting Blog Diagrams to Mermaid for AI Readability

How we converted 24 architectural diagrams from images to Mermaid format using Claude and built a streamlined conversion tool

Automating Qualtrics Survey Data Downloads with Lambda

Learn how to build a Lambda function that automatically downloads survey response data from Qualtrics using their export API

Solving Docker BuildKit Compatibility Issues with Amazon ECS

A deep dive into resolving Docker BuildKit attestation manifest incompatibilities that prevent ECS deployments, including investigation steps and solutions.

Using psycopg2 with AWS Lambda and CDK: Binary vs Source Solutions

Getting psycopg2 to work in AWS Lambda can be frustrating. This post shows you two reliable solutions - using pre-compiled binaries for simplicity, and building from source with Docker for production workloads.

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