The barrier to building software used to be syntax. Increasingly, it’s knowing what to ask for.
Vibe coding is building working applications by giving natural-language instructions to AI tools — Lovable, Bolt, Codex and their peers — instead of writing every line by hand. These are notes from a Gen AI bootcamp session.
What actually changes
- The specification becomes the skill. Vague prompts produce vague software. The clarity of what you ask for directly shapes what you get.
- Iteration speed collapses. The cost of trying an idea drops toward zero, so you try more of them.
- Reading generated code matters more, not less. You still have to judge whether the output is correct, secure, and maintainable.
- Taste becomes the bottleneck. When typing is no longer the constraint, product sense and judgement are.
The mental model
The tools don’t remove the engineering — they move it up a level. You shift from writing code to deciding what is worth building and verifying that the machine built it correctly. The discipline that used to go into syntax now goes into specification and review.
That’s not less engineering. It’s engineering at a higher altitude.
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