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A user is seeking practical experiences from others running AI agents with write access to production systems, discussing operational challenges like action verification, retry handling, audit trails, and internal ownership.
The author recounts a positive experience with an AI receptionist that handled a phone call efficiently, and reflects on what makes such systems helpful or frustrating, inviting deployment stories from builders.
OverFlowLight is a real-time framework that prevents traffic gridlock by detecting queue overflow using multi-modal sensing and inserting dedicated overflow phases via a hybrid rule-based and RL controller. Deployed across 43 intersections, it reduces overflow incidents by 60.4% and increases network throughput by 18.2%.
AGIBOT is live streaming their G2 humanoid robots working on a real tablet production line, showcasing real-world deployment in manufacturing.
Hello Robot, founded by former Google robotics director Aaron Edsinger, has released the fourth iteration of its Stretch home assistance robot, designed to work in real homes with real people rather than in laboratory settings. The company is targeting assistive use cases for people with mobility challenges, emphasizing real-world deployment and data collection over maximalist humanoid robot promises.