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A few months ago, I spent an afternoon debugging a production incident that should not have happened. Two pull requests merged cleanly. CI passed on both. The merge queue approved them. The combined c
Most multi-agent demos feel the same. They start with a fixed cast: Builder Critic Reviewer Then they run a fixed pipeline, often with web search on every request, and call that “orchestration.”
Subtitle: A real account of using Model Context Protocol in production — the architecture, the failures, and what I'd do differently. The Setup Last year I was working on a system that needed to do so
