Auto-Scaling
Reviewed by Devopsify Platform Team, · Checked by Devopsify Infrastructure & Reliability group,
Adjusting running capacity automatically against demand signals, so latency stays flat while cost tracks real usage.
Scale on business-meaningful signals (queue depth, latency) rather than raw CPU where possible, and always set min/max bounds plus cooldowns. Validate against SLOs: scaling that oscillates or lags still breaches the budget.