The Repository Becomes the Process: Rebuilding SDLC for the AI Era
Software engineering has never really been about writing code. It has been about preserving institutional memory, what a team knows about why a system works ...
Recent Posts
Prompts, Skills, Agents
A few weeks ago, I was in a conversation with a friend about moving from Gen AI to agentic systems. We spent most of it on the architectural question: what a...
The Recovery Instinct That Creates a Second Problem
Years ago, I have cleared my calendar for a failing project and called it a recovery plan. It felt like the right call for about two weeks. Then the team sto...
Why AI Transformations Lose Momentum
Most AI transformations are not failing on the technical side. They are failing because new models get deployed in weeks, while new behaviours take months. T...
From Hardcoded APIs to MCP: How Enterprise Developers Must Rethink Agent Integration
I have sat through too many architecture discussions and review boards where the debate gets stuck on “should we go with Skills or MCP?” as if we...