别吹了，智能体Demo能跑通和能上线，是两码事！| 极客时间

Core Insights - The article discusses the emergence of Agentic AI, which represents a shift from passive tools to AI systems capable of autonomous decision-making and interaction with their environment [1][2][16] - The development of intelligent agents poses significant challenges for developers, requiring a deeper understanding of system engineering beyond just API usage [4][6] Development Challenges - Key challenges in developing intelligent agents include multi-agent collaboration, engineering implementation, domain specialization, and performance evaluation [5] - Developers often get stuck at the API level, missing the opportunity to transition from tool users to creators of intelligent systems [6] Training Program Overview - A training program titled "Agentic AI Development Camp" is introduced, aimed at equipping participants with the skills to build intelligent agents over five weeks [6][17] - The program covers practical aspects from installation to deployment, ensuring hands-on experience with real-world applications [6][10] Weekly Curriculum Breakdown - Week 1 focuses on enabling agents to perceive reality through external tool integration [10] - Week 2 emphasizes building complex collaboration capabilities among multiple agents [10] - Week 3 covers engineering delivery, including architecture design and full-stack development [10] - Week 4 is dedicated to establishing evaluation and monitoring systems for agents in production environments [13] - Week 5 focuses on creating domain-specific expertise through model fine-tuning [13] Practical Applications - The program includes six enterprise-level projects that allow participants to apply their knowledge and deliver commercially viable code and deployment solutions [11] - Participants will engage in various tasks, including building a travel planning agent and a deep research assistant, utilizing cutting-edge technologies [12][14] Future Implications - Agentic AI is positioned as a core engine for digital transformation over the next 5-10 years, emphasizing the importance of mastering this technology for future business development [16]