Productized demos from real project repos
This lab turns real repository ideas into focused website demos. Some are working playgrounds, others are honest workflow explorers built around the actual codebase shape.
Hyperscale ES Lab
An interactive explorer for the notebook-driven workflow used to rebuild experiments from Evolution Strategies at the Hyperscale.
This demo follows the actual structure of the repo: environment check, data prep, baseline, reproduction, ablation, and artifact folders. It is less about running the full paper online and more about exposing the experiment workflow clearly.
Input
Notebook stage and experiment path selection
Output
Workflow map, artifact expectations, experiment context
Open WebUI Tools
Built-in playgrounds based on your Python tools for routing, diagram safety validation, and YouTube URL parsing.
This demo is grounded in the actual repo code and docs. Instead of reproducing the full Open WebUI environment, it exposes focused utilities that can be demonstrated safely inside the website.
Input
Queries, config JSON, diagram code, YouTube URLs
Output
Routing decisions, safety checks, extracted video IDs