40+ recurring incidents resolved.

Logging, tracing, and dashboards improved uptime to more than 99.99% while reducing false alarms and on-call interruptions.

Context

Placeholder — case-study context to be added.

Placeholder — primary constraint to be added.

Placeholder — design decision and tradeoff to be added.

Placeholder — verified outcome narrative to be added.

Placeholder — retrospective to be added.