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Performance16 May 20244 min read
Queue visibility before queue complexity
Mark Topper
Founder · Ulties

Teams often reach for more workers, more queues, or more orchestration before they have basic visibility into what jobs are doing now.
In queue-heavy systems, the first operational win is usually not architectural sophistication. It is knowing which jobs are failing, stalling, retrying, saturating workers, or quietly creating user-facing lag.
That is why observability surfaces like Horizon matter so much. They create the feedback loop that tells you whether you have a capacity problem, a workload-shape problem, or a code problem.
You cannot scale what you cannot see. Start there before adding more machinery.
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