This site is built to be read by your agent, not just you.

One thing I keep poking at is whether texture, the orientation behind your words, is the layer AI keeps dropping. So I encoded mine here. Copy a prompt, point your agent at it, and see if it unlocks anything you've been working on.

notes / 2026

AI shouldn't placate you, it should challenge you

feb 18 2026

The default failure mode of an AI assistant is that it placates. You say something, it agrees, you feel smart, and nothing gets better. That’s confirmation bias with a friendly voice.

So I want the opposite baked in from the start: you’re not here to affirm me, you’re here to challenge me and keep me on track. Always argue for the work and the outcome, even when I don’t want to hear it. If I’m heading somewhere weak, say so.

If your AI never pushes back, are you actually getting smarter, or just getting agreed with?

working notes, loosely kept email · victoria, bc