Posts
All the articles I've posted.
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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.
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Multi-Agent Systems: When One Agent Isn't Enough
Most multi-agent designs are one agent's job split across five processes that now have to argue with each other. The few cases where splitting actually pays, and the complexity to refuse.
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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.