I use AI for real work. Then I write down what actually happens.

Field notes on multi-model workflows, long-term memory, and the odd ways models behave when the task is not a toy prompt.

Start here Latest writing

Now Running the same persona across different models to see what sticks. Family medical notes live in a long-lived AI project — still deciding where the privacy line is. Full now →

Start here — a short path into how I think

Experiment

I Asked 4 AIs to Review Each Other's Work. The Most Brutal Critic Wasn't the One I Expected.

Same messy dilemma, four models, anonymized peer review. Self-preference bias and four structural blind spots.

Jun 25, 2026 · 8 min

Workflow

I Stopped Exporting AI Output Into Docs. Here's What Changed

Export is the handoff now, not where thinking starts. Personal workspace first, company tools second.

Jul 16, 2026 · 10 min

Work & culture

Vibe Working: When Hiding AI Use at Work Becomes the Job

People hide AI use from their boss, then show their setup to strangers online. Why that split exists, and what it is turning into.

Jun 16, 2026 · 8 min

Work & culture

From Vibe Coding to Vibe Working: Why Fast AI Output Isn't Always Safe to Ship

If it is a draft, I can vibe. If it carries my name, I need to audit it.

Jul 2, 2026 · 8 min

Experiment

The AI Homogenization Problem: Why Your Ideas Might Be Getting More Similar

AI can raise average quality while collapsing diversity. Multi-model disagreement as a counter.

Jun 10, 2026 · 6 min

Privacy

I Didn't Plan To Use My AI Workspace For Health. Now It Holds Our Family Medical Records.

Patterns and appointment prep for family health — not diagnoses. What stays offline.

Jun 6, 2026 · 8 min

Latest writing All writing →

Jul 16

Experiments 2 Workflows 3 Tools 1 Work & culture 2 Privacy 1

Occasional notes, no schedule

On AI, work, and the things models get wrong. A few emails a month — only when there is something worth saying.

Newsletter signup coming later. For now, follow via RSS or Medium.