Here is a comprehensive prototype design for an automated kitchen cooking assistant—let's call it the AutoChef System. This design breaks down the hardware, software, vision systems, and workflow required to take a user's app request and turn raw ingredients into a cooked dish like Tadka Daal or Kadhai Paneer. 1. System Overview & Architecture The AutoChef is a modular appliance consisting of four core subsystems: Storage & Dispensing Hub: Multi-chamber storage for dry solids, spices, liquids, and chilled fresh ingredients. Thermal & Cooking Assembly: An automated induction/heating pot with motorized stirring and tipping/dispensing capabilities. Vision & Sensing Array: Cameras and thermal/load sensors to monitor ingredient quantities, doneness, browning, and safety. App & Cloud Engine: Mobile UI for dish selection/portion control, linked to an AI recipe parser. 2. Hardware Subsystem Breakdown +----------------------------------------------------------...