load-testing-performance-tuning

Stress-test inter-agent queues by running K6 and Locust workflows that simulate realistic multi-agent traffic patterns. These load tests identify bottlenecks in agent communication and validate performance under high-concurrency scenarios.

Run load tests against your staging environment to observe how HPA responds to simulated multi-agent workloads. This validates production readiness by identifying performance bottlenecks and confirming autoscaling behavior under realistic traffic.

Yes, K6 and Locust are supported workflows for modeling realistic traffic patterns during load testing. You use them to simulate multi-agent workloads and collect custom metrics for performance tuning and autoscaling validation.

Configure autoscaling for ValueOS agent workloads by defining YAML-based HPA rules driven by custom metrics like queue depth and latency. Load testing identifies optimal scaling thresholds across all 18 agent types.

Load testing for HPA tuning requires a staging environment to safely observe autoscaling responses. Running simulated multi-agent workloads in staging validates performance and identifies bottlenecks before production deployment.