



AI
Context
Customer wanted to gain better visibility into their information system. Until then, no centralized monitoring solution was in place, which complicated incident analysis and slowed down decision-making.
Problem
The IT system suffered from sporadic latency, slowdowns, and opaque overall activity. It was impossible to quickly identify bottlenecks or the most resource-intensive applications.
Solution
I designed and deployed a complete observability stack:
- Umami to collect analytics and track user behavior in real time.
Impact
- Detection and removal of unnecessary processes, freeing up 15% of RAM.


