TokensInfinity AI raises three rounds in a year on its enterprise coding-agent stack
量子位 · wechat · 2026-07-29
TokensInfinity AI, an enterprise software-engineering AI agent infrastructure company, has completed three funding rounds in a year, raising hundreds of millions of RMB.
- The company was founded by Yang Ping, who previously built ByteDance products MarsCode and Trae and led large-scale engineering AI transformation.
- Its thesis is that enterprise AI coding value is not just code generation, but end-to-end delivery across requirements, review, testing, deployment, and maintenance.
- The article argues that real enterprise ROI comes from system-level productivity gains, not individual developer speedups.
- The product stack includes InfCode and InfTest for coding/testing, DeepMap and HarnessAgent for architecture/context capture, CodeReview for quality gates, TokenHub for model routing and token cost optimization, and InfOne as an orchestration layer.
- The company emphasizes private deployment, model neutrality, auditability, and a “result-as-a-service” business model.
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