AI-Driven Engineering
· 12 min read
From Vibe Coding to Spec-Driven Development
Why ad-hoc AI prompting fails at scale and how structured approaches like BMAD and MCP are reshaping software engineering into a human-agent collaboration.
2 posts tagged with "AI"
Why ad-hoc AI prompting fails at scale and how structured approaches like BMAD and MCP are reshaping software engineering into a human-agent collaboration.
We're shifting from code as the unit of work to ideas as the unit of work. Exploring how AI is transforming developers into orchestrators and why legacy migration may be the unexpected killer app.