PlantD is an open-source tool for analyzing and optimizing data pipelines by orchestrating synthetic data generation, measuring cost, latency, and throughput, and managing load patterns. It provides clear metrics and visualizations to help developers quickly assess different pipeline configurations for better efficiency and reliability.

99P Labs Team:
• Rajeev Chhajer
• Brian Coy
• Ben Davis
• Tony Fontana

CMU Team:
• Majd Sakr
• Chris Bogart
• Baljit Singh

99PLabs-F1Tenth is an open-source project built around a 1/10th-scale autonomous race car platform, enabling rapid development and testing of autonomous vehicle software. Through modular Docker-based architecture and simulation tools, it accelerates innovation and safe deployment in both virtual and real-world settings.

99P Labs Team:
• Brian Coy
• Nithin Santhanam
• Ben Davis
• Luka Brkljacic
• Tony Fontana
• Martin Arroyo
• Rajeev Chhajer
• Ryan Lingo

REAP is a method that combines reflection, explicit task decomposition, and advanced prompting to enhance Large Language Models for complex, multi-step tasks. It improves coherence, clarity, cost-efficiency, and scalability by iteratively refining solutions and exploring multiple pathways to better
answers.
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99P Labs Team:
• Ryan Lingo
• Martin Arroyo
• Rajeev Chhajer