From ‘Passive’ to ‘Active’: Technical Sharing on AI Agent Implementation

As AI becomes increasingly popular, its applications are becoming more widespread. This article shares some knowledge points related to the implementation of AI! If we say that large language models (LLMs) provide AI with a “smart brain,” then AI Agents are the “hands and feet” that enable this brain to perceive the environment, plan decisions, … Read more

Why AI Agents Often Seem Powerful but Disappoint in Practice?

Why AI Agents Often Seem Powerful but Disappoint in Practice?

Demonstrations look magical, but implementation feels like opening a blind box; it’s not mystical, but a return to engineering and methodology. Having seen countless stunning cases: automatically writing proposals, self-connecting systems, and even conducting reviews. When it comes to hands-on experience—by the third step of the process, I get lost, and switching to a different … Read more

Why AI Agents Often Seem Powerful but Disappoint in Practice?

Why AI Agents Often Seem Powerful but Disappoint in Practice?

Demonstrations look magical, but implementation feels like unboxing a mystery box; it’s not mystical, but rather a return to engineering and methodology. Having seen countless stunning cases: automatically writing proposals, self-connecting systems, and even conducting reviews. When it comes to hands-on experience—by the third step of the process, I get lost, and switching to a … Read more