Automation ↗
Start with one repeatable task. Document the inputs, define a successful result, and make every failure visible before adding more steps.
Data & reporting ↗
Make your data trustworthy before you make it beautiful. Use explicit schemas, reconciliation checks, and metrics with a documented definition.
E-commerce ops ↗
Build operations around stable identifiers. Preserve source exports, validate variant relationships, and reconcile inventory before publishing a catalog change.
VPS & homelab ↗
A working service is only the beginning. Build a repeatable approach to backups, recovery, health checks, and changes that you can reverse.