COORD_X:005 // Y:000
Section_00 // Blog
THINKING
IN PUBLIC
Not teaching — thinking out loud. Product strategy, AI implementation, growth experiments, and lessons from building.
All Growth AI Strategy Vibecoding Cases
Section_01 // Recent_Posts 3 entries
01 ai strategy
LinkedIn 2026-03-22
Synthetic Research + ODI: 2 Weeks of User Research in 30 Minutes
A founder came to me with 15 feature ideas and zero clarity. I used LLM-generated personas and Opportunity Scoring to prioritize — in one coffee break.
02 vibecoding
LinkedIn 2026-03-08
My AI Tools Were Eating 23,000 Tokens Before Doing Any Work
MCP servers load their full schema on every prompt. I refactored to Progressive Skills and saved 70% of context. Here's how.
03 ai strategy
LinkedIn 2026-02-22
How to Build a Reliable AI Agent
When building AI agents, I keep seeing the same core problems. TOV consistency, product quality, structured memory systems.
More content on my channels