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SRE Case Study: FinTech Reliability Overhaul

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A FinTech startup running a dozen microservices had zero observability. Outages were only detected when customers called support, causing delayed response and business risk. The author, an SRE leader, prioritized platform stability over feature delivery to address this critical gap.

Phase one involved selecting Amazon CloudWatch over Prometheus/Grafana for AWS-native integration. Deploying the CloudWatch Agent across servers expanded telemetry to CPU, memory, and disk usage. A centralized dashboard and alerting for memory thresholds cut Mean Time to Detect (MTTD) to under five minutes, catching 70% of incidents before customer impact.

The next phase tackled third-party VPN reliability. With no tunnel monitoring, failures went unnoticed. CloudWatch alarms on VPN status reduced related downtime by over 60%. Finally, Route 53 health checks for APIs improved Mean Time to Recovery (MTTR) by 40%, virtually eliminating prolonged outages and giving engineers clear, actionable service health data.