A full data science stack and in-browser WebGPU computer vision running 100% in your browser. Zero setup. Zero latency. Zero server compute costs.
SYSTEM CAPABILITIES
Executes locally in browser memory via Pyodide v0.26.4 with zero server round-trips, sub-millisecond execution, and 100% data privacy.
NumPy, Pandas, SciPy, Scikit-learn, Statsmodels, Matplotlib, Seaborn, and Plotly.js pre-loaded for instant data analysis and interactive charts.
Hardware-accelerated WebGPU & ONNX Runtime Web. Run real-time YOLOv8 object detection, OpenCV pipelines, and camera tracking with zero servers.
Serverless CORS-bypassed data layer delivering live Yahoo Finance equities, option chains, news, and 930,000+ FRED macroeconomic time series.
SYSTEM ARCHITECTURE
Monaco editor and Pyodide v0.26.4 WASM kernel initialize simultaneously with ServiceWorker caching for instant sub-second page loads.
Client-side computer vision engine with WASM SIMD priority and WebGPU acceleration. Run real-time webcam tracking and neural detection in your browser.
Bypasses browser CORS restrictions to deliver live stock ticks, option chains, sector benchmarks, and FRED economic indicators directly into Pandas.
Specialized autonomous repair loops for Python syntax that diagnose and fix issues automatically.
WHY RUN01
Built for people who would rather test the thought than configure the environment.
Most AI can only talk. It cannot show you.
Ask it to explain some math, a chart, a piece of logic it gives you a nice paragraph. It sounds smart. But you have no way to check if it's actually right. You just have to trust it.
I didn't want to trust it. I wanted to see it. So I built RUN01.
RUN01 runs real Python code, right in your browser. No install, no setup. You write the code, you hit run, and you see the real result the actual numbers, the actual chart right there, instantly.
I admire what Perplexity did with sources. Giving users citations was a great step forward. But a source only shows that someone else wrote something down. It doesn't prove it's true.
RUN01 goes one level deeper. Instead of a citation, you get proof. You don't have to believe the math is right you run it and watch it compute live. You don't have to trust the chart you build it yourself, live, in seconds.
This is where I think AI is heading next. Right now, AI gives smooth, confident answers with no way to verify them. That won't be enough for much longer. The tools that win will be the ones that let people verify things themselves fast, simple, no blind trust needed.
That's the bet behind RUN01. Not another coding tool. A way to see if something is actually true, in seconds, with your own eyes.
“ Don't just read the answer. Run it. ”