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Broadcast-grade math, rendered from code

A brand-new manim-render tool cap. The agent writes a Manim scene; the cap renders it into precise mathematical animation — real LaTeX equations that move, a secant sweeping to its tangent. The 3Blue1Brown look, from one prompt. The precise STEM tier of doc-to-animation, where HTML can't go.

Cap
manim-render ★new
Output
720p · 20s
Math
real MathTex
Wall time
~5 min
Cost
~$0.60

Concept in → animation out

The prompt"Explain the derivative of x² — show the secant line converging to the tangent, with the limit definition."

The agent writes a Manim Scene; manim-render executes it. The equation is LaTeX (f'(x)=\lim_{h\to0}\frac{f(x+h)-f(x)}{h}), the tangent line genuinely sweeps to its limit, and f'(x)=2x resolves at the end — all exact, because it's computed, not generated.

class Derivative(Scene):
    def construct(self):
        ax = Axes(x_range=[-3,3], y_range=[-.5,6])
        curve = ax.plot(lambda x: x**2)          # f(x)=x²
        defn = MathTex(r"f'(x)=\lim_{h\to 0}\frac{f(x+h)-f(x)}{h}")
        h = ValueTracker(1.8)                  # secant gap → 0
        self.play(h.animate.set_value(0.05))      # secant → tangent
        self.play(Write(MathTex(r"f'(x)=2x")))    # the result

How it was made

concept → LLM writes a Manim Scene manim-render (LaTeX + transforms) → MP4 gemini-tts narration sonilo-t2m bed ffmpeg mix

The new capability

manim-render (kind:"tool") is a Manim Community container on the Livepeer tool-host — sibling to hyperframes-render. It takes an LLM-authored Scene (Python), renders with manim render (minimal LaTeX baked in for MathTex), and returns an MP4. A static safety scan rejects any scene that reaches for the filesystem, network, or process control — scenes are pure animation. Where hyperframes-render owns UI/text/charts, manim-render owns math that has to be exactly right and move.

Honest verdict

✓ What held

  • Real MathTex — the limit definition and f'(x)=2x are typeset by LaTeX, not approximated by an image model.
  • The motion is the point — the secant genuinely converges to the tangent via a ValueTracker; that's what makes the idea click.
  • Deterministic + re-editable — change f(x) or a range and re-render; it's code. Cheap (~$0.60).

⚠ What to watch

  • LaTeX is minimal (amsmath-level) — exotic packages aren't baked in; stick to standard math or the render fails with a LaTeX log.
  • The tool-host is a small CPU box — keep scenes to tens of seconds, default 720p; layer commits / heavy scenes are slow.
  • LLM-authored scene code occasionally needs one repair pass — the cap returns the manim stderr tail; fix and re-render.
The playbook ↓ Download the animation