DeepSeek described its public code repository, dsh-superagent-prototype, as a research prototype rather than production-ready software, noting it differs from the company's internal implementation

Autonomous systems that use large language models to plan, reason, and take actions — including browsing the web, writing code, calling APIs, and completing multi-step tasks with minimal human intervention.

AI models and tools released with open weights or open licenses.