An earlier version of this automatic gateman system, built around a camera-based design, was published on the Electronics For ...

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.

Python 3.10+ pandas >= 2.3.3 pydantic >= 2.12.5 openpyxl >= 3.1.5 Note: All models in this module are constrained by pydantic. For object to JSON/dict conversion, use pydantic's model_dump_json method ...