I work with teams that already have a product or business workflow and want to turn a concrete problem into a focused agent pilot.

• Scope: identify the right workflow, success criteria, architecture, cost, and delivery plan.
• Build: implement and integrate agents, tools, MCP, structured outputs, and model routing inside the existing product.
• Ship: evaluate reliability, add observability and controls, support private or local deployment, and hand the system over to the team.

Best fit: a clear business problem, an existing system or workflow, and the ability to start with a focused pilot.

• Commercial product experience: Former commercialization product manager at WPS Office, with more than RMB 40M in cumulative revenue impact.
• Open-source execution: Creator and maintainer of Open Multi-Agent, an open-source runtime for controlled, inspectable agent teams with public production use and an international contributor community.
• End-to-end ownership: product discovery, technical architecture, scoped implementation, launch, evaluation, and iteration.

Have a concrete workflow in mind? Email me at jack@yuanasi.com with:

1. the workflow you want to improve;
2. current constraints or systems;
3. what success would look like.

Open Multi-Agent · YuanASI · X