Anmol Bhardwaj

Writing about systems, product edges, and builder discipline.

Notes from shipping AI tooling, working through ambiguity, and trying to keep the engineering honest.

Featured5 min read

AI agents need operational constraints, not bigger prompts

The biggest reliability gains in agent systems usually come from tighter boundaries, not more clever instructions.

AIAgentsSystems
Mar 28, 20266 min read

Building Tailor-Talk from messy user intent

Natural-language scheduling gets hard the moment people stop speaking in clean forms and start speaking like people.

ProductNLPBuilders
Mar 12, 20264 min read

Ship the interface before the infrastructure is perfect

You learn more from a sharp first interface than from two extra weeks of backend abstraction.

StartupsExecutionUX