The Challenge
Operators needed a single control plane that made scaling decisions explainable, not magical.
Telemetry existed, but it lived across dashboards with inconsistent naming and no clear narrative during incidents.
2024Product Engineer12 weeks
Aether Cloud Management
Enterprise-grade infrastructure orchestration with real-time telemetry, policy-driven scaling, and a design system built for operators.
LaravelPostgreSQLTailwind
ES
Highlights
- Designed the operator dashboard for noisy incident workflows.
- Introduced deploy-safe feature flags for scaling policies.
- Reduced API latency variance by smoothing queue back-pressure.
P95 Latency
-38%
Incident MTTR
-22%
Deploy Frequency
3x
The Approach
Modeled a domain-first API where every scaling action emits a traceable event and a human-readable reason.
Built UI primitives specifically for operations: dense tables, calm color, and "drill-down without getting lost" navigation.
Outcomes
Teams gained confidence in automated scaling because they could validate every action and reproduce decisions.
The platform became the default incident cockpit during peak traffic windows.
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