How We Built an AI Layer That Understands an Entire Agency Workspace (Not Just One Module)
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We shipped the AI layer for Kobin today — an agency operating system that replaces Slack, Notion, HubSpot, Linear, and Buffer. This is the technical story of how we built it and the specific decisions that made it work. The problem with every AI feature shipped in the last two years Every productivity tool adds AI. The result is always the same: a model that knows about the host tool and nothing else. Slack AI knows about messages. Asana AI knows about tasks. HubSpot AI knows abou