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Field notes from real installs

Architecture, numbers, and lessons from production private-AI systems — image recognition, local LLMs, ETL automation. Written by Alex.

Fix Exchange ECP OU Picker Bug — PowerShell Automation

Fix Exchange ECP OU Picker Bug — PowerShell Automation

The Exchange Control Panel OU picker breaks after every cumulative update in environments with 500+ Organizational Units, forcing admins to manually reapply the same web.config fix on every Mailbox server, every quarter, forever. A scheduled PowerShell script ends the cycle — and the deeper lesson b

May 8, 2026Read more →