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Thoughts on AI product development, building in public, and the craft of shipping software that matters. Written from the trenches.
A plain-English explainer of MCP with a real setup example and why capability-based tools matter.

The architecture, tools, and real monthly costs of running 15 AI agents for research, content, CRM, and automation.
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