Writing

Notes from the build.

Short pieces about what worked, what broke, and what the failure actually taught. Written while the work was happening.

AI
Automation
Competition
Engineering
Robotics

14 Sept 20256 min read

Building LLM automation that does not quietly break

A model that is right 90% of the time is not 90% useful if you cannot tell which 10% went wrong.

AI
Automation

Sommay Khanna

2 Jun 20257 min read

Designing a rescue robot around constraints, not features

Power budget, radio range and payload weight decide the architecture. The feature list comes afterwards.

Robotics
Engineering

Sommay Khanna

18 Mar 20255 min read

What a line-following robot actually teaches you

The sensor array is the easy part. Everything interesting happens in the tuning — and in what breaks when the track surface changes.

Robotics
Competition

Sommay Khanna

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