70 billion yuan financing has landed. DeepSeek， It has started to accelerate comprehensively. On May 22, 2026, exclusive news about quantum bits was revealed: DeepSeek, a leading domestic AGI company, has raised a total of 70 billion yuan in financing. The signal released by the management is also very clear: In the short term, there will be no rush to commercialize, and core resources will continue to be invested in AGI and cutting-edge AI technology research and development. But what really made the industry nervous, Actually, it's another action: DeepSeek Code， Formally surfaced. Senior researcher Deli Chen has publicly recruited a team, Promote the project around the "Code Harness" system. At the same time, several keywords began to appear frequently: • Harness • Code Harness • Agent • DeepSeek Many people may not have realized yet: The competitive focus of the AI industry is changing. In the past two years, what everyone has been fighting for is: Model parameters, reasoning ability, and context length. Now, as the capability of large-scale models gradually approaches a stage bottleneck, the industry is turning its attention to: Can AI really work. ” Harness， This is the most critical layer in this stage. It is responsible for: • Workflow orchestration • Tool invocation Task disassembly • Result verification • Error rollback It can be understood as: The execution system behind AI agents. DeepSeek even provides a formula directly: Model + Harness = Agent Behind this sentence, there is actually a very clear direction: The focus of the next stage of AI competition is no longer just on the models themselves. Who can make AI more stable, reliable, and like a 'real digital employee' is the key. To advance this direction, DeepSeek has started rapidly expanding its team. On May 15th, the position of Agent Harness Product Manager was launched; On May 18th, a new R&D engineer position was added. Within just a few days, more than 10 related positions were released consecutively. Algorithm, engineering, data, products, full chain coverage. The movements are very intense. More noteworthy is the team leader. Cui Tianyi, former co-founder of TSY Capital, has joined DeepSeek and is responsible for the Agent Harness team. His background is also quite hardcore: • Department of Computer Science, Zhejiang University 6 gold medals in ACM Asia Regional Championships Jane Street 9 years of experience Belonging to typical talents in algorithm, engineering, and quantification. At present, DeepSeek Code is still in its early stages and has not yet been officially released. But the community ecology has already started to heat up ahead of schedule. For example: GitHub's DeepSeek TUI with 32.9k Star • AIMatrices • Mobile tools such as Wusi microprogram Everyone is rapidly taking on the development ecosystem of DeepSeek. And the entire AI programming track is actually quite crowded. Cursor、GitHub Copilot、Claude Code…… The competition has entered a white hot stage. But DeepSeek's entry point is clearly not just "AI writing code". They are more like laying out: The underlying execution framework of the Agent era. 70 billion yuan financing, Top engineering team, In addition, continuous investment in the agent. DeepSeek is gradually moving from a "big model company" to: AI Agent Infrastructure Platform. The upcoming AI programming battle may become increasingly exciting.