Local AI Operator
A broker/actuator system that lets a local LLM propose real changes to a live Docker application, while a separate service enforces human approval, checkpointing, and automatic rollback.
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AI-Assisted Presentation Pipeline
A Python pipeline that turns a curriculum spec into an editable, correctly-formatted slide deck -- a local model authors the content plan, a frozen renderer owns every pixel.
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