Dev Tools · 1h ago
Stop Asking AI to Write Code — Teach It Engineering Workflows Instead
Developers are shifting from one-shot AI prompts to structured 'Skills' that teach AI assistants how to think like software engineers. Open-source repositories like Matt Pocock's Skills provide reusable workflows for requirements, debugging, and test-driven development. This approach yields more consistent results than autocomplete-style prompts.
Meridian48 take
The real bottleneck isn't AI capability but developer workflow — and treating AI as an intern to be mentored, not a magic code generator, is a practical insight that could reshape how teams adopt coding assistants.
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