AI and infrastructure
Dashboards, monitoring and automation in daily use.
Now
Current operating focus.
A concise view of the systems currently being improved: infrastructure, AI agents, BMW operations, hosting reliability and founder leverage.
Infrastructure builds
Server deployments, storage design, monitoring, backups, Linux operations and reliability work that reduces operational risk.
AI operating leverage
Agent workflows, internal tools and business process automation aimed at removing repeated founder decisions.
BMW and motorsport projects
Technical problem solving across parts, diagnostics, conversions, workshop systems and performance engineering.
Hosting improvements
Improving reliability, performance, deployment processes and customer infrastructure for Hostzilla.
Lessons being documented
Failures, bottlenecks, infrastructure mistakes and operational fixes that should become reusable knowledge.
Lessons learned
Documenting failures, bottlenecks and expensive lessons so the next version of the system is stronger.
Current operating environments
Workshop
BMW performance, parts and engineering operations.
Sydney
Sydney base with global business and infrastructure focus.