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How Gem Uses Honeycomb to Go from Reactive to Proactive Observability

At O11yCon 2026, Engineering Manager Yi-an Lai talked about how engineers at recruiting technology firm Gem are using the Honeycomb MCP to gather concrete evidence, dive deep into traces to uncover performance bottlenecks, and ultimately solve customer issues faster during on-call shifts.