Tag: architecture
All the articles with the tag "architecture".
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MCP a Year In: What Held Up, What Didn't
Sixteen months of building production systems on the Model Context Protocol. The interoperability bet paid off. Auth, versioning, and the demo-to-production gap are still where teams bleed.
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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.