Business signal
Business problem
User pain points, market signals, and product assumptions
From business problems to shippable solutions.
Focused on AI Agent ecosystems, data foundations, system architecture, and multi-end engineering, moving business problems toward solution design, product implementation, and continuous iteration.
AI Agent
Data
Architecture
Multi-end
Engineering System
Architecture sets the frame, data builds the foundation, and upper-layer engineering turns problems into usable solutions.
System Architecture
Boundaries, services, APIs, observability, and evolution rules
AI Agent Ecosystem
Agents, RAG, tools, evaluation, and workflow orchestration
Multi-end Engineering
Web, backend, mini programs, integrations, and product delivery
Data Foundation
Models, metrics, pipelines, analysis, and reusable data assets
Result
Solution
Solution design, product implementation, and continuous iteration