Blog

A grounded look at where large language models earn their keep in a working developer's day — the tasks worth delegating, the ones worth keeping, and the workflow that ties them together.

Beyond autocomplete — how to use ChatGPT as a genuine engineering tool for debugging, design review, and grinding through the tedious parts of a project without shipping subtle bugs.

A production-minded guide to containerizing a Next.js 15 app with standalone output and running it on AWS ECS Fargate — Dockerfile, task definition, and the gotchas that bite in production.

A practical comparison of Claude Code and Cursor based on real day-to-day use — where each one shines, where it gets in the way, and how to decide which belongs in your workflow.

A hands-on guide to writing a Model Context Protocol server in TypeScript — exposing tools an AI assistant can actually call, and wiring it into Claude and other MCP clients.