Automation Server
Self-hosted services and practical workflows running in a hands-on test environment.
Experiments, prototypes, and systems I’m actively learning from. The Lab is intentionally less polished than Work.
Self-hosted services and practical workflows running in a hands-on test environment.
Exploring repeatable ways to make website operations faster and less fragile.
Testing approaches for collecting, sorting, and surfacing useful offer data.
Early exploration of more useful research and opportunity signals.
Small browser-based utilities built around one specific job.
Hands-on infrastructure, monitoring, and home network projects.
Ways to turn messy inputs into clearer decisions and useful interfaces.