Each post starts with a hypothesis, grades its own claim, and shows the work. Research-backed thinking on AI, operations, and the systems underneath.
Your AI agent has your credentials, your context, and the ability to act. The security model for that doesn't exist yet.
We built machines that learn what the brain wants faster than the brain learns to say no. This isn't a marketing problem — it's an evolutionary one.
The largest wave of enterprise AI adoption won't come from innovation labs or tech companies. It will come from PE-backed businesses that have no other levers left to pull.
Asking AI to check itself is a 5–15% lift. Asking a different AI is 50–70%. The technique is the same. The result isn't.
Swapping models is solved. Swapping clouds isn't. That's where the lock-in lives now.