// notes on building AI systems that survive productionNotes on building AI systems that survive production

blog/Blog

all infrallmstrategyhealthcare
MCP servers in production: lessons from six months

Model Context Protocol is powerful but the ecosystem is young. How I'm using MCP for HubSpot, Google Workspace, and custom data sources — and what broke along the way.

infraInfrastructure · 7 min