Blog
Technical insights and guides.

Load Testing LLM APIs: TTFT, Tokens per Second and the KV-Cache Cliff
LLM load testing guide: measure TTFT and inter-token latency on streams, find the KV-cache knee, plan around OpenAI, …

What Is Soak Testing? How to Run One and What It Actually Finds
Soak testing runs moderate load for hours to expose leaks and slow degradation that short load tests miss. What it …

Locust vs JMeter (2026): Code-First or GUI Workhorse?
Locust vs JMeter compared head-to-head: Python scripting vs GUI test plans, protocol coverage, resource footprint, …

Gatling vs Locust: Which Load Testing Tool Wins in 2026?
Gatling vs Locust compared head-to-head: scripting language, engine model, reporting, distributed testing, CI/CD fit, …

Gatling vs k6: Which Load Testing Tool Wins in 2026?
Gatling vs k6 compared head-to-head: scripting language, runtime, reporting, CI/CD fit, and distributed testing to pick …

k6 vs JMeter: Which Load Testing Tool Wins in 2026?
k6 vs JMeter compared head-to-head: scripting model, resource footprint, protocol support, CI/CD fit, reporting, and …

Load vs Stress vs Performance Testing: Key Differences
Load, stress, and performance testing answer different questions. Learn the exact difference, when to use each, and …

SaaS Load Testing: A 2026 Multi-Tenant Capacity Playbook
Load testing SaaS the right way: per-tier test tenants, realistic dataset sizing, noisy-neighbor isolation, and p99.9 …

k6 vs JMeter vs Gatling: Best Load Testing Tool 2026
k6 vs JMeter vs Gatling compared with a decision framework: team language, protocol coverage, CI/CD fit, VU density, and …

Ecommerce Load Testing: 2026 Black Friday Checklist
Ecommerce load testing checklist for Black Friday 2026: model peak traffic, test the checkout funnel, payment gateways, …

LoadRunner Alternative: Replace LoadRunner with k6 + Claude Code in 2026 (Save $50K-$300K/year)
Independent guide to replacing Micro Focus / OpenText LoadRunner with k6 OSS and Claude Code-built load test automation. …

How to Load Test Your Database: PostgreSQL, MySQL, and MongoDB
Database-specific load testing guide - pgbench for PostgreSQL, sysbench for MySQL, YCSB for MongoDB, plus …

7 Load Testing Mistakes That Give You False Confidence
The most common load testing mistakes that produce misleading results - from single-machine testing to ignoring …

Automated Load Testing in CI/CD: k6 and GitHub Actions Setup Guide
Complete guide to automated load testing with k6 and GitHub Actions - workflow setup, CI-friendly tests, thresholds as …

Capacity Planning for Startups: How Much Infrastructure Do You Actually Need?
Practical capacity planning guide for startups - framework, architecture-specific strategies, cost modeling, and …

How to Load Test a REST API: Step-by-Step with k6
Hands-on tutorial for load testing REST APIs with k6 - from first script to Grafana dashboards, with authentication, …

k6 vs Locust: Which Load Testing Tool Should Your Team Use?
Detailed comparison of k6 and Locust - architecture, code examples, performance benchmarks, and recommendations for …

Load Testing: The Complete Guide for Engineering Teams Shipping to Production
Everything you need to know about load testing - methodology, tool selection, metrics, common mistakes, and CI/CD …