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← Back to postsMathify.dev Is Now Real-Time — You Can See the AI Thinking

Mathify.dev Is Now Real-Time — You Can See the AI Thinking

José Alvarez
Written byJosé Alvarez
November 2, 2025•2 min read

I just shipped a major usability upgrade to Mathify.dev:

Mathify now shows real-time generation progress while your animation is being created.

Until now, when you generated an animation, you were basically blind. You clicked “Generate”… and waited. You had no idea what the system was doing behind the scenes.

That changes today.

What “Real-Time” Means

Let’s say you ask Mathify:

“Visualize the Pythagorean theorem.”

Now, instead of staring at a blank loading screen, you can actually see what the AI is doing — step by step:

  • Writing the scene files
  • Validating the animation code
  • Fixing errors if something fails
  • Re-validating
  • Rendering the final animation

You get live feedback as the system thinks, fixes, and improves your animation in real time.

This makes a huge difference. You can tell whether your animation is progressing, retrying, or about to render — and you’re no longer left guessing.

Smarter Validation (And Faster Coming Soon)

Right now, you’ll sometimes see messages like:

Validating scene…
Fixing error…
Validating again…

That simply means the AI found an issue and is correcting it. My goal is to make this validation loop as fast and minimal as possible — and that’s actively being optimized.

This also unlocks a future feature already on the roadmap:

Live animation preview while rendering.

Meaning you’ll eventually be able to see the animation appear while it’s still rendering.

A New Take on the Pythagorean Theorem

In one of the first real-time generations, Mathify produced an animation of the Pythagorean theorem that was actually… different.

Not the typical diagram you see in textbooks — but arguably clearer:

  • Letters are more readable
  • Shapes are cleaner
  • The relationship between sides is easier to follow

That’s one of the most interesting things about Mathify:
there are many correct ways to visualize the same idea, and the system often finds new ones.

This Is Just the Beginning

Real-time generation is a foundational upgrade — it opens the door to:

  • Live previews
  • Faster debugging
  • More transparent AI behavior
  • And a much better user experience overall

If you’re one of the first users of Mathify, your feedback right now matters more than ever.

Let me know what you think.
I’m building this for you.

— José