What we're learning as we install AI into how real companies run. Methodology, anti-patterns, and the occasional rant.
From empty folder to AI that knows your projects, calendar, and decisions. A week-by-week breakdown of workspace onboarding.
Read article →Re-explaining your business from scratch in every conversation.
The session logging pattern that gives AI memory across conversations.
One-way propagation from a master source is the only pattern that scales.
Why complex tasks fail and the structural patterns that keep agents on track.
Let your team gather business context and run tasks from Slack. Runs locally. No API keys, no per-token costs.