AI Powered Performance Testing with LoadMagic.ai

Putting the fun back into Performance Testing, one tool at a time. Fresh vlog and blog drops from the LoadMagic.ai team.

Latest blog drops

Long-form takes, behind-the-scenes notes, and deep dives to pair with the videos.

Apr 19, 2026·9 min read·David Campbell

The 120x Claim, Audited — Where Performance Testing Time Actually Goes

A founder runs a stopwatch on his own correlation claim. Same HAR, same workstation — LoadMagic versus manual + ChatGPT. 75 seconds versus 25 minutes, and a coverage gap that changes what 'finished' means. Adapted from Chapter 7 of the book.

BookTime & MotionCorrelationPerformance TestingAI
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Apr 19, 2026·10 min read·David Campbell

Self-Healing Performance Tests — the Golden Map, Quality Gate, and M.I.N.D.

How LoadMagic rebuilt self-healing around a Golden Map — a frozen snapshot of every proven extractor, so recovery becomes a deterministic diff instead of an AI investigation. Plus the Quality Gate and M.I.N.D. Adapted from Chapter 8 of the book.

BookSelf-HealingQuality GateM.I.N.D.Architecture
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Mar 30, 2026·9 min read·David Campbell

We're Giving Our AI Agent God Mode. Here's What It Took to Make It Work.

How we transformed an AI advisor into a natural-language-driven performance engineering facilitator with autonomous diagnosis and fixing — and the walls we hit along the way.

Agentic AIGeorgeGod ModeLLM OrchestrationEngineering
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Apr 9, 2026·9 min read·LoadMagic.ai Team

Multi-AI Agent Teamwork to the Rescue! Our Journey Through JMeter Correlation Hell

We built a multi-agent correlation system, broke it in production, reverted it, and rebuilt it with a shared world-view. The engineering story behind five specialist AI agents and the operating principles that got us through.

Multi-Agent AICorrelationSelf-HealingEngineeringJMeter
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Dec 17, 2025·7 min read·LoadMagic.ai Team

Why We're Building LoadMagic

AI Performance Testing should remove the grind of correlation and script debugging. Read the LoadMagic origin story and why we built the engine.

OriginsLoadMagicPerformance TestingAI Performance Testing
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Feb 15, 2025·6 min read·LoadMagic.ai Team

How Fast AI Correlation Changes Locust Scripting

Carrie and Rupert were so quick correlating Locust scripts that we slowed the video—not the AI—to narrate it. Here's why speed matters for dynamic data and how to bake it into your workflow.

LocustCorrelationAI AgentsPerformance Testing
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Feb 28, 2026·12 min read·LoadMagic.ai Team

The Correlation Spectrum: 5 Levels of Dynamic Data Handling in Performance Testing

Compare five approaches to dynamic data correlation — from manual correlation to specialised AI. Find the right performance engineering approach for your team.

CorrelationPerformance EngineeringAIStrategy
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Mar 29, 2026·10 min read·LoadMagic.ai Team

Why Correlation Needs Three Layers: Measurement, Judgment, and Proof

Most correlation tools collapse observation, decision-making, and validation into a single step. That is why scripts break. Here is the architecture that fixes it.

CorrelationArchitectureAISelf-Healing
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Feb 28, 2026·6 min read·LoadMagic.ai Team

Performance Testing vs Performance Engineering: What's the Difference?

Performance Testing vs Performance Engineering — understand the key differences, when to shift, and how AI bridges the gap.

Performance EngineeringPerformance TestingAIStrategy
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Feb 28, 2026·5 min read·LoadMagic.ai Team

Why Performance Engineering Is the Future of Load Testing

Performance engineering is replacing traditional load testing. Learn why teams are making the shift and how AI makes it practical.

Performance EngineeringLoad TestingAIFuture
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Feb 28, 2026·5 min read·LoadMagic.ai Team

From HAR Files to Performance Engineering: The AI-Powered Approach

Turn browser recordings into engineered performance tests with AI. How LoadMagic transforms HAR files into correlated, self-healing scripts.

Performance EngineeringHARAI AgentsLocust
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