Notes & Experiments
Thoughts on product, engineering, AI, and infrastructure.
AIProduct ManagementAutomation
How AI Agents Can Replace 30% of Product Management Meetings
Exploring how AI agents can automate status updates, decision logging, and alignment checks — cutting meeting overhead by nearly a third.
DevOpsSelf-HostingInfrastructure
Optimizing Traefik for Multi-Host Self-Hosting
A practical guide to configuring Traefik as a reverse proxy across multiple Docker hosts with automatic TLS and dynamic routing.
Product ManagementPOSArchitecture
POS Systems for High-Volume Venues: Lessons Learned
What I learned building point-of-sale systems for stadiums and arenas — where speed, reliability, and offline-first aren't optional.