Show HN：規格驅動的AI開發——讓AI生成的程式碼更易於維護
這篇Hacker News文章介紹了一個名為「規格驅動的AI開發」的工具組，旨在透過強調預先生成規格並追蹤規劃決策，來提升AI生成程式碼的可維護性。作者聲稱這種方法顯著縮短了Spring Boot後端專案的開發時間。
The core idea is simple: instead of jumping straight into code, you generate specifications first, then track every planning decision and todo in markdown files that move through folders (plans → in-progress → executed). This execution history stays with your project forever.
The toolkit includes:
- Spec generators (architect + development specs from requirements)
- Session management (track progress across coding sessions)
- Execution history tracking (the 3-folder system)
- Git workflow helpers (branches, conventional commits)
- Spring Boot test generation
- Automated code review agents (OWASP security, SOLID, performance)
It's built for Claude Code but the workflow concepts apply to any AI coding tool.
I used this to build a complete Spring Boot backend — 45-day estimate compressed to 5 days. The execution history is still readable months later.
$49 for the complete toolkit: https://hathwar.gumroad.com/l/spec-driven-ai
Landing page with full details: https://samhath03.github.io/spec-driven-ai/
Happy to answer questions about the workflow.
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