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Workloads & Execution
Technical articles detailing open-loop workload concurrency, scripting custom telemetry, executing browser-level visual transactions, and coordinating end-to-end tests under stress.
Get Started with k6: The Ultimate Newbie Guide
Posted on May 24, 2026 in Workloads & Execution
A beginner-friendly introduction to Grafana k6. Learn what k6 is, why it crushed JMeter, and follow a complete step-by-step roadmap to run your first load test with dynamic HTML dashboards.
Coordinated Omission: Why Open-Loop Workloads Are Vital for Real Load
Posted on May 24, 2026 in Workloads & Execution
Learn how coordinated omission corrupts response time measurements in legacy load testing. Understand open vs closed workload models, the mathematical relationships defined by Little's Law, and how to configure arrival-rate executors to measure sustained throughput during backend stalls.
Enterprise k6 Scripting: Custom Telemetry, Thresholds, and SharedArray
Posted on May 24, 2026 in Workloads & Execution
How to engineer a production-ready k6 load test script. Implement custom Trends, Rates, Counters, and Gauges. Define multi-scenario executors and automate regression validation inside pipelines by establishing SLO threshold gates.
Hybrid Load Testing: Combining k6 Protocol VUs with k6/browser and Playwright
Posted on May 24, 2026 in Workloads & Execution
How to run hybrid performance tests using k6. Combine protocol-level backend load with browser-level frontend execution to capture real Web Vitals under stress. Learn the resource trade-offs between browser and protocol concurrency.