Article4 min read
When Should You Actually Build a Self-Hosted Hub?
Reflection on self-hosting, automation, and the moment when infrastructure appears before actual need
Read →
I create working systems — in business, code, and thinking.
Here I explore how to combine stability and risk, structure and experiment. Everything that helps become antifragile.
Read Latest Posts→Latest Articles
Article3 min read
Why Courses Don't Help: Imposter Syndrome and the Method of Small Mistakes
I bought marketing and sales courses "just in case." Then realized: preparation is the most elegant way to do nothing. What I changed.
Read →
Article4 min read
What to Automate and What Not: ROI of Time
Payback = Time to automate / Savings per use. Three situations when it makes sense: high frequency, substantial savings, critical operations. Calculate before starting.
Read →
About Me
I build systems that work — in business, code, and thinking. Combining structure with flexibility, stability with calculated risk.
This blog explores the intersection of practical solutions and resilient thinking. Documenting experiments, lessons learned, and approaches that help create antifragile systems.