Shivansh Tiwari
Personal index / 2026

I build software by following structure, signal, and constraint.

I work with AI, interfaces, and systems, but the larger interest is building tools that extend how we think and act. One of those tools is Crux.

I like problems where the surface is simple, but the behavior underneath has to be reasoned through carefully.

A system is usually understood by tracing what keeps returning.