James Li

1 month ago | dev.to | James Li

IntroductionWhen discussing AI agent systems, frameworks like LangChain and AutoGPT typically come to mind. However, the OpenManus project I'm analyzing today employs a unique architectural design that not only addresses common issues in AI agent systems but also provides two distinctly different execution modes, allowing it to maintain efficiency when handling tasks of varying complexity.

1 month ago | dev.to | James Li

IntroductionIn today's data-driven marketing environment, market research and content creation often require significant time and resources. Traditionally, these tasks require collaboration among multiple professionals, from market analysts to content creators to marketing strategy experts. With the advancement of AI technology, we can now automate these processes through multi-agent systems, improving efficiency and reducing costs.

1 month ago | dev.to | James Li

In the field of LLM application development, Dify serves as a low-code platform that enables rapid AI application building. However, when facing complex business requirements, relying solely on the platform's default features often falls short of meeting enterprise-level application needs. This article will explore how to break through Dify's native limitations through customized development to build more powerful, business-aligned AI applications.

1 month ago | businesswire.com | James Li

SINGAPORE--(BUSINESS WIRE)--Leading architects from the five winning firms in the inaugural BlueScope Steel Architectural Awards ASEAN travelled to Australia this April to celebrate design excellence, build capability and share learnings.

Mar 24, 2025 | dev.to | James Li

1. Introduction: The Need for Innovation in Real Estate SearchIn today's real estate market, traditional search methods have clear limitations.