The author shares a detailed, spec‑driven workflow that combines Claude Code’s generative AI with AWS serverless services, outlining planning, modular stack design, token‑limit handling, and practical lessons for building reliable, maintainable cloud applications.
The article details a practitioner’s method of using Claude Code and spec‑driven development to plan, prototype, and deploy modular serverless stacks on AWS, highlighting the benefits of early specification, AI‑assisted coding, context‑window limits, and iterative testing for reliable software engineering.
This article explains why Amazon EC2 Mac instances are ideal for running OpenClaw as a 24/7 Apple‑ecosystem AI assistant, compares cloud versus local Macs, outlines cost and security benefits, and provides a step‑by‑step CloudFormation deployment guide with configuration details for iMessage, Screen Sharing, and full‑disk access.
This guide explains AWS CloudFormation fundamentals, including Stacks, StackSets, Outputs, and Exports, and provides step‑by‑step troubleshooting techniques for common deployment failures such as secret rotation errors.
