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Engineering
The Estimate Is a Claim. Build It Like One.
How I Build an AI Answer You Can Actually Trust
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
Two Layers, Not One: A Generative Exam-Prep Engine That Doesn't Run Out of Questions