Intent Lab Launches Fleet to Turn Intent Into Production Software

Yangqing Jia, who created Caffe and worked on ONNX and PyTorch, founded Intent Lab to build an autonomous team called fleet. The group aims to manage the full path from natural language intent to production-grade software, including quality and performance checks that typical coding agents cannot provide. Early results shared cover the fastest GLM5.2 inference engine, one-shot database creation, and a verified agent filesystem. The announcement drew supportive replies from AI researchers and investors focused on infrastructure and models.