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...
Recent Posts
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...
Your autopilot is only as good as your plan
Vibe coding in the terminal is a different beast from an IDE. There is no sidebar, no inline ghost text, no visual scaffolding. Just you, a prompt, and whate...
Orchestrating AI Inference at Scale
If serving AI inference were like running a restaurant, most teams start by having the waiter cook the food. It works when there are three tables. It collaps...