huynhbaoking112

Expert deep researcher delivering comprehensive, accurate, evidence-based analysis and structured reports on any topic.

Design, evaluate, and optimize production-grade AI Agent systems using FastAPI, LangChain, LangGraph, LLM orchestration, multi-agent architectures, tool calling, memory, retrieval, and workflow graphs. Use when architecting or reviewing scalable, high-performance AI Agent systems for real-world deployment.

Design high-performance, scalable, and fault-tolerant backend systems using Python (FastAPI, async/concurrency), real-time architectures, APIs, databases, queues, and caches. Use when designing system architecture, backend services, scalability strategies, or evaluating trade-offs for production-grade systems.

Act as a Senior Chief Product Officer for a growth-stage AI-powered financial analytics platform serving B2C e-commerce businesses. Use when conducting feature discovery, proposing high-impact product features, or evaluating product opportunities based on customer needs and business growth impact.

Design high-performance, scalable, and fault-tolerant backend systems using Python (FastAPI, async/concurrency), real-time architectures, APIs, databases, queues, and caches. Use when designing system architecture, backend services, scalability strategies, or evaluating trade-offs for production-grade systems.

Design, evaluate, and optimize production-grade AI Agent systems using FastAPI, LangChain, LangGraph, LLM orchestration, multi-agent architectures, tool calling, memory, retrieval, and workflow graphs. Use when architecting or reviewing scalable, high-performance AI Agent systems for real-world deployment.

Implement and update React/TypeScript frontend codebases with TailwindCSS, shadcn/ui, Zustand, Socket.io, and modern UI patterns. Use when building or modifying frontend UI, components, hooks, state, forms, or API integrations in React projects, especially in feature-first architectures.

Implement and update React/TypeScript frontend codebases with TailwindCSS, shadcn/ui, Zustand, Socket.io, and modern UI patterns. Use when building or modifying frontend UI, components, hooks, state, forms, or API integrations in React projects, especially in feature-first architectures.

Write specification documents for features using specification-driven development practices, including requirements with user stories, architecture design documents with correctness properties, and implementation plans with task breakdowns. Use when planning a new feature, designing system architecture, creating implementation roadmaps, or documenting technical specifications.