Latency-Sensitive Work and Batch Work Should Not Share Every Knob
Why the presence of audio services and background workers argues for differentiated scaling and monitoring.
scaling
Why Worker Scaling Must Follow Queue Behavior
Thinking about replicas from queue latency and task cost rather than CPU alone.
What replicaCount Really Means in a Voiceware Helm Chart
Why a single integer represents an operational scaling decision rather than a cosmetic value.