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Engineering
Seven Registries, One Confidence Score: An AI Business-Classification Pipeline
Self-Healing, Not Self-Governing: Where an Infrastructure Agent's Authority Should End
Person-Gated Inference: Running Pose and Audio Models Concurrently on a Sub-$700 Edge Box
Catalog-Grounded, Not Guessed: An AI Scoping Tool for Physical Installation Work
Two Layers, Not One: A Generative Exam-Prep Engine That Doesn't Run Out of Questions
Classify Cheap, Execute Right: A Tool-Routing Layer for a Multi-Tool AI Agent