Case Study
Full Stack Observability Implementation
MTTD and MTTR improved noticeably across engagements. Teams that used to jump between more than three disconnected monitoring tools can now trace root cause from a single platform. Recurring incidents started getting caught before users noticed, reducing reactive support load in the process.
Snapshot
The Problem
Most teams I work with aren't flying blind by choice. They're running three different monitoring tools that don't talk to each other, relying on open-source stacks nobody has time to maintain, and finding out about errors from their users before their dashboards do. Root cause analysis turns into a war room guessing game. This is the pattern I see repeatedly across fintech, manufacturing, healthcare, and ecommerce clients.
What I Built
I consolidated their observability stack end-to-end with New Relic, replacing fragmented tools with a single unified platform. I instrumented applications and infrastructure, designed dashboards tailored to each team's actual workflow, and tuned alerts to cut noise without missing what matters. Then I ran training sessions so engineers could use what we built, not just look at it. The goal was simple: when something breaks at 2am, the right person gets paged with enough context to act immediately.