Curated Engineering Insights

You installed GitHub Copilot. Productivity went up. Job done, right?

Not quite. Most developers stop at one tool and call it an AI workflow. But that's like buying a full toolbox and only ever using a screwdriver.

This blog is about how vibe coding alone falls short in production systems, and why context-aware AI, with strong governance and architectural discipline, is key to reliable, scalable software.