DeepSeek has unveiled its latest models, DeepSeek-V3.2 and DeepSeek-V3.2-Special, marking a significant advancement in AI capabilities. The new models are the first to incorporate reasoning into tool usage, offering both reasoning and non-reasoning modes for tool interactions. This development is supported by a novel large-scale Agent training data synthesis method, which includes over 1,800 environments and 85,000 complex instructions, enhancing the models' generalization abilities.