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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