Case Studies

Technical Deep-Dives

In-depth articles on AI systems, automation, and engineering research from our team.

Om Choksi

I Built a Public Manim MCP Server — Now Claude Can Produce Real 3Blue1Brown Videos on Demand

A deep dive into building a production-ready Manim MCP Server that lets Claude generate 3Blue1Brown-style animated videos on demand.

Ansh Gajera

An internship journey exploring how AI agents can automate educational workflows — from grading to question bank generation.

Preparing a calmer, clearer view of your automation workspace.

Aligning workflows