Give AI somewhere to prove its work

Earlier this year I led a team that used AI to replace a self-hosted FTP server with a managed file transfer platform on AWS.

It has run in production since cutover without an incident.

We used AI, mostly Claude with a mix of Codex, at every stage: research, build, and delivery.

In this post I’ll discuss what we did, and how we did it.

AWS Step Functions Cookbook

This is my AWS Step Functions Mapping and Patterns and cookbook covering data manipulation, concurrency patterns, error handling, and advanced workflows.