During December 2024, contributed six agent-driven features across the whitfin/agno-docs and agno-agi/agno repositories, focusing on automation, personalization, and reproducible demonstrations. Developed Python-based agents for research, image-to-text conversion, recipe generation, movie recommendations, travel itinerary planning, and personalized learning, integrating technologies such as ExaTools, GPT-4o, and the phi library. Solutions leveraged web scraping, knowledge base integration, and natural language processing to deliver structured outputs like markdown tables and reports. Emphasized clear documentation and end-to-end demos, supporting user guidance in domains including research, media, cooking, travel, and education. No major bugs were reported during this period.