Get a better version, with proof. In about five minutes you get something that does the same job better, and a clear before-and-after score.
Works with every major AI provider
Every round, PromptPotter writes a fresh batch of variations, tries each one, and quietly drops the weak ones early — so it never wastes time or budget chasing a version that won’t pan out.
Every version is graded against your own examples of a good answer. You don’t get a hunch — you get a number, before and after, so you can see exactly how much it gained.
After each round it writes a short note on what helped and what to try next, then uses that note to write the next batch. No knobs to turn, no jargon — it just keeps getting warmer.
PromptPotter automates the tedious part of getting an AI to answer well: it works on the wording and settings you already have, never on your code. Powerful underneath, simple enough for anyone on top.
The AlphaEvolve column is read from its published description; it has been generally available on Google Cloud since July 2026. The two systems share a paradigm and part on what they are pointed at — which is why each wins a row above.
A short, plain-language walk-through — no jargon, no setup headaches.
See how far the Potter moves the score across public benchmarks.
The four-layer loop, the API, and the source — the whole thing is open.
“It fixed a six-month-stuck pipeline in an afternoon. Then it just worked.”
— Maintainer dogfooding it on their own work, sprint 14
Free to start. Hand over what you’re running and see the difference in minutes.