Insights &
notes
Casual field notes on tech, AI experiments, product building, and whatever I'm learning next. Written to stay sharp — one percent better, every day.
Growth
1% Up: The Case for Compounding Over Talent
I don't try to be at a hundred. Small, compounding gains are how consistency outlasts raw talent — in recruiting and in building.
Recruiting Systems
Why Sourcing Needs to Move from Sprints to Systems
Traditional recruiters work in transactional sprints. Here is how systems, research loops, and thoughtful automation can make sourcing sharper.
Automation Tools
Building Cntrlall: How Sourcing Analytics Works
A technical architecture writeup on how Cntrlall thinks about candidate context, role requirements, and recruiter workflow design.
Market Signals
Leveraging Live Market Triggers for Sourcing
Funding announcements, leadership shifts, and company growth. How business signals can give recruiters better timing and context.