Now

I’m currently exploring practical AI automation for IT operations, especially where small teams are managing more systems than people.

Current themes

• AI agents with human approval and audit trails
• Reducing context switching in IT operations
• workplace systems, identity, device management, and workflow automation
• WordPress as a lightweight personal publishing system
• Home lab infrastructure and self-hosted tools
• Motorcycle travel, photography, food, and field notes from the road

Current question

How do we reduce operational friction without creating yet another dashboard?

This page changes as my focus changes.