In a significant advancement for AI technology, the EAGLET system has been developed to improve the performance of AI agents on long-term tasks by generating personalized plans. The year 2025 has been hailed as the era of "AI agents" by Nvidia CEO Jensen Huang and other industry experts, and EAGLET is at the forefront of this AI revolution. This innovative system is set to revolutionize the capabilities of AI models, enabling them to excel in complex and extended tasks. With EAGLET's ability to create tailored plans, AI agents can now tackle challenges with greater efficiency and effectiveness, marking a significant step forward in the field of artificial intelligence.