Vaibhav Gupta

Agentic coding has been taking the world by storm, but does it actually work? Vaibha Gupta thinks so, and he and his team have built one now used by some of the largest companies.

Everyone is sharing tons of buzz words like few shot prompting, reasoning, test time compute, structured outputs, tool calling, but in reality, all of these are just different ways to try and get the model to do what you want. We call this context engineer.

Deploying Large Language Models (LLMs) in production brings a host of challenges well beyond prompt engineering. Once they’re live, the smallest oversight—like a malformed API call or unexpected user input—can cause failures you never saw coming.