Problem

How do you keep a vibe-coded MVP from becoming unmaintainable?

Keep the speed, add the discipline. With Vibe-Engineering you still build by plain-language prompting, but every decision is captured and every change is validated before it lands — so the prototype stays coherent instead of becoming technical debt with a login screen.

A vibe-coded MVP rots when the why behind the code is lost and changes pile up unchecked. CatWrangler keeps the fast part and adds back the engineering rigor you skipped, without slowing you down.

How the discipline gets added back

Vibe coding gets you to a working prototype fast. What it skips is everything that keeps a codebase maintainable later: the reasoning behind choices, the check that a change actually does what it claims, the guard against two changes contradicting each other. CatWrangler puts those back as you build, not as cleanup afterward.

  • Decisions are captured as you go — the choice, the reasoning, and the alternatives ruled out, bound to the exact code they govern. Two years later you can still see why the code is the way it is.
  • Every change is validated before it lands — it must cover the decision it claims, and it must build and test, so incoherent or broken work never merges.
  • Before building, the system surfaces code and decisions that already do the job — so you extend what exists instead of filling the codebase with duplicates.
  • You describe a change in plain language and get exactly the right files and functions with the decisions behind them, so you keep moving at prompting speed.

Technical debt with a login screen

A prototype becomes unmaintainable when nobody remembers why anything was done, duplicated paths multiply, and a broken change can slip in unnoticed. Vibe-Engineering is vibe coding with the discipline of real engineering kept intact: you build at the speed of plain-language prompting, but every decision is captured with its reasoning, every change is validated before it lands, and the why behind the code is never lost. That is the difference between a real product and a demo that happens to have users.

The gate sequence is exactly what kept a sloppy batch from doing real damage.
An AI agent, after a batch change · The gate prevents bad change from landing

Related questions

Does adding discipline slow the vibe coding down?

No. You still build by describing changes in plain language. The decisions get captured and the changes get validated as part of the same flow — you keep the speed, you just stop accumulating the invisible debt that comes with it.

What actually stops the MVP from rotting over time?

Two things: the why behind every change stays attached to the code, so it is never lost, and nothing incoherent or broken can merge. Reuse over rebuild keeps duplicates out, so the codebase stays coherent as it grows.

Keep reading

Vibe-Engineering

Many agents. One codebase. Zero collisions.

Point your agents at CatWrangler and build — the discipline runs underneath.

Start free →private beta — come early