Over the past few weeks I've written about the workflows I developed building production systems with AI: spec-driven development, manual RAG, grounding models against hallucinations, the Terraform discipline of plan-before-apply, and what happens when you skip all of that and vibe-code your way into a mess you can't undo.

Every post in this series was pointing at the same thing.

Today I'm sharing it.

Introducing speccraft: a Claude Code plugin for spec-first, test-driven AI development.

The one-line description from the README says it better than I can: