Why it matters

Load testing shapes capacity plans. Understanding shapes ops.

Advertisement

The architecture

Virtual users emit prompts.

Measure latency / cost / failures.

Ramp + steady + spike.

Agent load test stackVirtual usersconcurrentMetricslatency + cost + errorRamp / steady / spikeload patternsk6 / Gatling / JMeter with LLM-specific metrics; watch provider rate limits
Agent load test.
Advertisement

How it works end to end

k6 / Gatling / JMeter.

LLM-specific metrics.

Rate-limit + cost caps in test.

Realistic prompt distribution.