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...
Recent Posts
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...
MCP Tool Integration as Systems Thinking (Part 4): Advanced Patterns & Production Readiness
In Part 1, we built foundations. In Part 2, we designed for resilience. In Part 3, we established governance. Now we complete the picture with advanced patte...
MCP Tool Integration as Systems Thinking (Part 3): System Behavior & Policies
In Part 1, we built architectural foundations. In Part 2, we designed for resilience. Now we address system-wide behavior: how tools are discovered, how erro...
MCP Tool Integration as Systems Thinking (Part 2): Resilience & Runtime Behavior
In Part 1, we established the architectural foundation for MCP tool integration. Now we turn to runtime behavior: how systems actually perform when tools fai...