Developer builds workflow to tame AI-assisted coding chaos

A solo developer spent a week building a small app with AI assistance and found the main challenge was context management, not coding. He developed a three-step loop: task brief, bounded instruction set, and final review. The workflow emphasizes documentation as project memory to keep AI-generated code reviewable and grounded.