Posts
All the articles I've posted.
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The LLM Observability Stack I Wish I'd Built Sooner
What to instrument for LLM and agent apps before the first incident: full request and tool-call tracing, token and cost per request, latency breakdown, eval scores in production, and turning real failures into eval cases.
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Anomaly Detection for Cash Flow: Less Magic, More Plumbing
Catching reconciliation anomalies across institutional financial records, where the model is a rounding error and the matching and normalization is the whole job.
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Why I Left a Director Seat to Build Again
I left a senior leadership seat at a large company to found an AI venture and write code again. The pull, the discomfort, and what eighteen years of platform work left me wanting to do.
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Multimodal AI in the Field: Voice, Image, Form, Action
A closed-loop field inspection system that turns voice, a photo, and a half-filled form into a structured action, built for places where the network drops for hours.