Opinion notes
AI is humanized compute
AI isn't a new domain, it's compute grown up enough to act. Treat it like staff: a broad junior, always inside a human accountability tree, carrying its own papers.
Notebook
Opinion notes
My personal take on the tools, the trends and the habits of doing IT well.
Opinion notes
The CyberArk you don't have to buy
Completing an open-source identity stack with governance and privileged access — and why an AI coding agent finally makes it cheaper than CyberArk.
Opinion notes
Build like you'll have to leave
Closed software earns its place, but engineer the exit. The line that matters: a moderate lock-in you can leave, a super lock-in that owns you.
Opinion notes
Expert hands, junior judgment
Implementing AI isn't buying a tool. It's staffing a team: expert at the task, junior at the call. Why that reshapes hiring, not just headcount.