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For PMs15 min

AI Eval Builder

Most teams ship AI features without any evals, which means they are shipping on vibes and have no way to tell if a change made things better or worse.

Launch AI Eval Builder

For pMs shipping AI features

What it does

Learn what evals are and walk out with a real one: a quality rubric, a starter golden dataset, an eval pipeline, and a downloadable plan.

Currently

Live and browser-only with no signup. It works as a guided worksheet: you learn the concept, then build a rubric, a starter golden dataset, and a pipeline, and download the whole plan. It is built for PMs shipping AI features, so it assumes no prior eval background.

Recently shipped

  • Jun 10, 2026Polished the build flow, added the /evals redirect and go-deeper framing.
  • Jun 9, 2026Shipped v0, the worksheet-mode eval builder.

How it's built

AI / LLMUses AISolo

How I built it

I made this for the PM who knows they should have evals but has never built one and does not know where to start. It teaches the idea first, then walks you through building a rubric, a starter golden dataset, and a pipeline you can actually run. The decision that shaped it was treating it as a worksheet rather than a lecture: you leave with a downloadable plan, not just an understanding.