I'm a Product Manager at Cockroach Labs, where I scaled CockroachDB from pre-revenue to $100M+ ARR and category leadership. Now I'm pioneering AI integration into our developer platform and connecting CockroachDB to the broader application ecosystem.
I write about the intersection of AI, databases, and product management—making complex technology accessible to developers. I've built production AI systems using GPT-4 and Claude, led AI product initiatives, and specialize in turning ambiguity into scalable products that users love.
Three-phase AI workflow that separates strategic design from tactical execution. First-time success rates jumped from 45% to 82%, implementation time dropped 62%, and post-deployment bugs fell 80%.
Strategic AI model selection: using Claude Opus for architecture, Claude Code for implementation, and Claude Haiku for validation. Multi-model orchestration with 9,574x ROI.