Stop betting on one-shot — a practical LLM workflow

Stop Betting on One-Shot: A Practical Workflow for Shipping with LLMs

LLMs don’t ship software. They ship text. You ship software by constraining the problem until text reliably becomes change sets you can trust.

January 17, 2026 · 5 min · Vladimir Cvetić
Instrumentation over execution

Why AI Still Sucks at Your Job (and Why That Won't Last)

The bottleneck was never intelligence. It was instrumentation. Once we learn to define what systems should do, the execution becomes trivial.

January 17, 2026 · 3 min · Vladimir Cvetić