Shlok Mehrotra
40 posts





“UI is going to live in the chat layer” a prediction given by @BenBackus4 of @greptile at tonight’s Agents and APIs Dev meetup. So grateful to him, @bwarrn, @sohilkshirsagar and Sohil from @getpostman for presenting at tonight’s meetup!










We @neosigmaai @RitvikKapila are building the future of self-improving AI systems! By closing the feedback loop between production data and system improvements, we help teams capture failures, convert them into structured evaluation signals, and use them to drive continuous improvements in agent behavior. We show how our system works on Tau3 bench across retail, telecom, and airline domains. Agent performance on the validation set (with a fixed underlying model, GPT5.4) improves from 0.56 → 0.78 (~40% jump in accuracy).















