Systems Lab shows what was built, tested, and left unproven.

These records replace fictional case studies. Each one names its evidence, method, limits, and source files.

Implementation records

Codebase Improvement Loop

The measured GLCO loop used to replace a WebGL hero while protecting navigation, layout, accessibility, build health, and contact behavior.

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Image Production Pipeline

A tested GLCO path from a reviewed generated source to versioned AVIF and WebP files with dimensions and useful text alternatives.

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Technical Publishing Workflow

The tested GLCO article system for structured drafts, primary sources, writing checks, responsive images, and Git review.

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Use the same review standard on your workflow.

Bring one repeat process. We will map it, build a tested prototype, and show what changed.

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