Writing

Field reports fromshipping production AI.

Essays on agents, RAG, eval harnesses, MCP governance, tenant isolation, and the unfashionable parts of building AI systems that survive contact with real users.

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Apr 30, 2026

MCP is not a tooling problem. It is a governance problem.

After shipping 458 governed tools across an MCP platform, the lesson isn't about volume. It's about the four production failure modes that nobody writes blog posts about — and why most teams ship MCP the same way they shipped REST APIs in 2009.

MCPagentsgovernanceproduction AI
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49 dated writing entries across this site, DEV Community, Medium, and LinkedIn, preserved as a source-labeled public record.

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