Operator
How to execute at scale. The operator sequences investments against timelines, trains workforces, and ships cost programs that survive contact with production.
Multi-brand portfolio, turnarounds, P&L ownership, ~$1B+ revenue. Triage first, build second, scale third. The sequence matters more than the strategy.
Planned from this position (8 posts)
AI Quality Tiers: When 85% Accuracy Is Fine
Coming soonI deploy AI at scale and price error costs against business impact
What They Don't Tell You About Being a PE CTO
Coming soonI run a multi-brand portfolio and sequence investments against exit timelines
The Cost Optimization Playbook
Coming soonI execute cost programs and prioritize cuts by ROI
Why Most Engineering Teams Fail at AI Adoption
Coming soonI trained 500+ engineers at scale and built the AI-first development culture
How We Taught 500 Non-Engineers to Use AI
Coming soonI trained 500 non-engineers and built the 4-tier progression system
Why Most AI Agent Deployments Fail
Coming soonI deploy agents at scale and built the qualification protocol
Most People Negotiate Like It's One-Shot
Coming soonI apply game theory to vendor negotiations I run quarterly
The Counterparty Modeling Survey
Coming soonI designed the diagnostic and use it before every major negotiation