Build systems. Break them. Understand why.
I design and build systems from scratch, then study their behavior in real-world conditions.
- probelet → system behavior & failure testing
- tmux-bitwarden → terminal-based secret access workflow
I write about systems, infrastructure and engineering thinking
→ https://brainstacks.dev
- Machine learning fundamentals
- AI systems — from theory to real-world usage
Build → Stress → Observe → Iterate

