Intent Lab Launches Fleet to Turn Intent Into Production Software
Yangqing Jia, Caffe creator, unveils team turning natural language intent into verified production systems.
TLDR
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.
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Mengdi Wang@MengdiWang10Excited to see this finally out! @jiayq, Xiang, and Junjie are among the best builders I know, and they're tackling something genuinely ambitious. If they pull this off, it could fundamentally change how production software gets built. Huge congrats to the entire @IntentLab…
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BZ Banghua Zhu@BanghuaZCongrats @jiayq for coming out of stealth! In the era of agent, the definition of software might change drastically. Would be amazing to see how one can turn people’s intent into reliable software system. And congrats on the achievement of GLM 5.2!…
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VI Vivi@vivilinsvCongratulations, Yangqing and the team! This is incredibly exciting. What stands out most is the idea of an autonomous engineering team that can take a simple intent and carry it all the way through design, coding, testing, verification, and optimization. The early results are…
GD CH Chunying@wangcyyc@jiayq Excited to see IntentLab exploring AI-native software. Moving from code generation to understanding developer intent is a fascinating challenge. I’m exploring AI products and human-AI workflows, and this resonates deeply.
VI Vincent@vincepeng88@jiayq Congrats on the launch! Turning high-level intent straight into production software is a huge milestone. Really excited to see how "fleet" evolves!