Real-world guidance on AWS architecture, cost, and reliability, and on bringing AI into day-to-day operations without the hype.
Beyond the guides, Refactix helps teams architect and fix AWS systems and fold AI into the everyday work that eats their week.
The two areas I cover in depth.
Architecting, fixing, and tuning production systems on AWS, from Lambda and containers to cost and reliability.
Generative AI, agents, and machine learning, from foundation models to training on your own data, and putting AI to work on everyday operations.
Fresh writing from the library.
How Claude MCP tunnels let Managed Agents reach private MCP servers without exposing them publicly. The architecture, the IAM model, and the deployment shape.
I publish hands-on guides on AWS architecture and AI engineering. Subscribe to get each new article when it lands.