What AI Does Well Right Away
Vibe Coding in Industry: Making Decisions in Two Hours

It’s 4:12 p.m. The first prompt is sent. Two minutes later, a script is already running. This moment is always surprising. Not because it’s spectacular, but because it happens so fast—so fast that we haven’t always taken the time to clarify what we really wanted to achieve.

A connector between two databases? It’s ready. A REST API skeleton? Generated in seconds. A Python script to parse a 200,000-line comma-separated values (CSV) file? Runs almost immediately.

Nothing has been decided yet from a strategic standpoint. However, from a technical perspective, things are moving forward—and quite well, at that. This is precisely where AI shines: on familiar ground.