Resources
Insights
Short paths into how I think about quality, product, and founder work—more depth on the main site and YouTube.
Test pyramid that survives AI features
Evaluation layers, deterministic bases, and human sampling—without flaky E2E-only suites.
Product discovery for founder-led SaaS
Time-boxed spikes, riskiest assumptions, and ops involvement before roadmap fiction.
When to hire QA vs fix architecture first
A 90-day sequence to stop hero releases—then scale headcount with confidence.
QA architecture consulting
Structural fixes—pyramids, CI gates, observability—before you hire another QA headcount.
Product leadership for AI-ready teams
Roadmaps, AI integration with guardrails, and advisory for teams that need engineering fluency in the room.
YouTube — knowledge sharing
Longer-form thinking on quality, product, and building companies—subscribe for new episodes.