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.
Exploring AI-driven software engineering, architecture decisions, and the occasional journey into space and quantum realms.
Exploring how AI transforms software development practices
Design patterns, system design, and architectural decisions
Leading teams, building culture, and growing engineers
Adventures in quantum computing, space, and beyond
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.