Kunal Chhabra.

Most AI systems don’t fail because of the model. They fail on the data underneath and the infrastructure around them.

I’ve spent a decade building that layer: data platforms first, then the retrieval and agent systems on top — architecture that holds up in production.

This site is where I write about how these systems actually work: the design decisions, the trade-offs, and what breaks at scale.