How my AI workflow evolved from prompts to workflow

This article describes the author's personal evolution of their AI-assisted development workflow over six months. Initially relying on reusable commands and templates in tools like Cursor and Claude Code, the author found that manual orchestration remained a bottleneck. The breakthrough came with AI DevKit, which introduced skills, memory, auto-triggered behavior, and automatic verification. These features shifted the burden from the user to the system, enabling better context handling, reduced repetition, and more consistent code generation. The article focuses on practical improvements in software development productivity using AI tools, making it highly relevant to IT/technology.