About

Built for production questions

CloudAuto Link grew from consulting work with product teams who already had monitors—yet still struggled to explain how their applications behaved when traffic shifted.

Mission

We help engineering and operations leaders read workload behavior clearly enough to choose scaling actions with confidence. Application analytics here means careful observation, honest gaps, and recommendations your team can execute.

Origin

The practice is based in Gyeongsangbuk-do, Korea, with remote delivery across Korean time zones and further when schedules allow. Early engagements were short readiness checks before seasonal peaks; those grew into fuller workload assessments when teams asked for deeper observation windows.

How we work with clients

We stay independent of vendor quotas and tool resale. If your current monitoring stack can answer the question, we say so. If it cannot, we specify what to add—not which logo to buy.

Values

  • Prefer concrete workload facts over maturity slogans.
  • Respect production access boundaries.
  • Write recommendations a mid-level engineer can act on next sprint.
  • Leave room for disagreement; document assumptions in the open.
Consultant presenting findings to colleagues in a meeting room