Built an app with AI? Make sure it actually works.

From fast AI-built drafts to product work you can trust.

AI coding tools can build a first version fast. Simsa checks whether that result does what you asked — and helps you decide what to accept, fix, or run again, with evidence.

Simsa is in open beta — everything is free while we build it out. You'd be one of the early members, and what you run shapes what it becomes.

Start from anything

Bring an idea, a product brief, a product link, a code home (GitHub), a submitted code change, or an AI-built app. Simsa turns it into a step-by-step checking flow.

Idea
Product brief
Product link
Code home (GitHub)
Code change (PR)
AI-built app

What Simsa gives you

Left alone, AI-built output stays at "it seems to work." Simsa turns it into results you can check, compare, and stand behind.

How a check runs

  1. See what you have. An idea, a brief, code, or an AI-built draft.
  2. Turn it into checking items. The things the result has to get right.
  3. Check the result against them. With evidence, not gut feeling.
  4. Decide: accept, fix, or run again. Compare runs and choose.
  5. Keep the evidence and history. So every decision stays reviewable.

For everyone building with AI

You don't need to be a developer. Founders, planners, and teams use Simsa to put a checking layer on top of fast AI-built drafts — so you can tell what's actually ready.

Join the open beta

No waitlist, no invite code — bring an idea, a brief, or an AI-built app and start checking it today. Everything is free during the beta.

Being early matters here: the checks beta members run are what teach Simsa which failures actually happen in AI-built apps. If something feels off or missing, tell us — we read every note.

Common questions

Is it free?
Yes — Simsa is free during the open beta. No card, no limits beyond a light daily cap.
How is my data handled?
Your work stays in your browser and your account. Reviews are only kept if you opt in, under an anonymized ID — we share patterns, never people.
Which AI tools does it support?
Anything you built with — Claude Code, Codex, Lovable, v0, Bolt, Cursor, Replit, Windsurf, and more. You can also just paste a plan or connect a GitHub repo.
Do I need to know how to code?
No. Simsa is built for non-developers — describe what your app should do in plain language and it checks the result for you.
How do I get in touch?
Use the in-app feedback button (bug, question, or idea) — we read every note.