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2025 was the year AI agents truly came of age. In this talk, I will review successful agents in 2025 and their notable capabilities. In addition, I will touch upon some important trends for agent development, which include:

  1. Self-Learning of Prompts: We will discuss how agents can now "write" and refine their own instructions based on performance metrics, creating self-improving loops that outperform human tuning.
  2. Context Engineering: More tokens aren't always better. We will explore advanced context engineering—the art of dynamically structuring, retrieving, and pruning information to give agents exactly what they need.
  3. Agent Production Frameworks: How do you orchestrate multi-agent systems reliably? We will review the latest frameworks designed for production.

Speaker: Junling Hu
https://www.linkedin.com/in/junlinghu/

Join online: https://us02web.zoom.us/meeting/register/jg07JlhlRW2bajSJhpH83g

7-7:05 pm Meet & Chat
7:05-7:45pm Talk
7:45-8 pm Additional Q&A

AI/ML
Artificial Intelligence

AI summary

By Meetup

Online advanced talk for AI/ML developers on agent development trends; learn to apply self-learning prompts, context engineering, and production frameworks.

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