Essay · Workflow
I Stopped Exporting AI Output Into Docs. Here's What Changed
Export is the handoff now, not where thinking starts.
Writing
Everything published here, newest first. Essays, notes, and experiment write-ups.
Essay · Work & culture
From Vibe Coding to Vibe Working: Why Fast AI Output Isn't Always Safe to Ship
You can generate a polished report in minutes. Can you explain how you got there?
Experiment
I Asked 4 AIs to Review Each Other's Work
Same dilemma, four models, anonymized peer review. Self-preference and four blind spots.
Essay · Work & culture
Vibe Working: When Hiding AI Use at Work Becomes the Job
57% hide AI use from managers. Same people brag about workflows online.
Experiment
The AI Homogenization Problem
AI can improve average quality while collapsing diversity. What mitigates it.
Essay · Privacy
I Didn't Plan To Use My AI Workspace For Health
Family medical prep in one project. Patterns, not diagnoses.
Essay · Tools
I Stopped Reading "Best AI Tools" Lists
Workflow first, tools second.
Essay · Workflow
I Wrote an Employee Handbook for My AI Team
Persona and memory are the asset. The model is just the engine.
Essay · Writing
How I Taught AI My Writing Voice
A living voice document built by rejecting bad output, not "write like X".