Posts
All the articles I've posted.
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Eval-Driven Development: How I Actually Build LLM Features Now
My day-to-day loop for LLM features in 2026: write the eval first, then the prompt, then the code, and fold every production failure back in as a case.
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Agentic Transaction Systems: Moving Money With Machines You Can Audit
An agent that moves money is only acceptable if every decision it makes can be explained, replayed, and pinned to a responsible party after the fact. The audit layer is the product.
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Resolving Stuck Receivables With RAG and Agents
A production system that resolves stuck accounts-receivable mismatches by retrieving over invoices, contracts, remittances, and email, then proposing a fix a human approves before any money moves.
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The Enterprise AI OS: My Thesis for the Next Five Years
The durable enterprise AI layer is not a model or a chatbot. It is an operating system that gives agents identity, permissions, tools, memory, and an audit trail over the systems a company already runs.