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Category: Development

AI, Development

The AI agent evaluation framework I use in production

Most AI agent projects fail because of weak evaluation, not weak models. These are the 12 metrics I run against every response, grouped into retrieval, generation, agent behavior, and production health, with PHP and Python examples.

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Core Updates, Development, Gutenberg

WordPress 7.0 development: RTC cut and the May update

WordPress 7.0 development lost real-time collaboration this month over race conditions and load concerns. What’s left for the May 20 release: a native content types system, the @wordpress/grid package, and HEIC and per-block CSS fixes.

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Design, Development, Front-end

rotateY() and 3D CSS transforms, done right

Most rotateY() flip cards don’t actually flip, they just shrink and grow. Here’s how perspective, transform-style, and a proper 3D stage give you flip cards and carousels with real depth instead of a squashed 2D look.

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Development, Front-end

Using rotateX() for 3D CSS transforms that hold up

The rotateX() CSS function adds real 3D depth, but only when the parent has a perspective value. This covers the syntax, the perspective gotcha that flattens your rotation, and examples like 3D flip cards and unfolding accordions.

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Development, Front-end

Using the CSS rotate function without the jitter

A walk through the CSS rotate function: the syntax and angle units, why transform-origin trips people up, independent transform properties, and how to stop rotations from jittering on the main thread.

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Development, Front-end

Why CSS rotateZ beats rotate() for animation performance

CSS rotateZ looks like the 2D rotate() but runs differently: it can push rendering onto the GPU and keep animations off the main thread. Covers the performance difference, isometric layouts, and the angle units worth knowing.

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Development, E-commerce Development

Renewal churn attribution: price shock or finished project?

Price hikes often get blamed for churn that is really about a finished project. This covers flagging project milestones in WooCommerce Subscriptions and using DiD and Shapley values to tell a price shock apart from value exhaustion.

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AI, AI in WordPress, Development

B2B document extraction: why I built it twice (regex vs LLM)

PDFs are where automation goes to die. I built the same B2B document extraction pipeline twice, first with regex and then with a local LLaMA 3 model. This is where each approach wins, where it breaks, and when the extra cost is worth it.

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AI, Bug Fixing, Development

Rare event forecasting with Transformers

Rare event forecasting breaks most models because they optimize for accuracy instead of impact. Here is how a multi-head Transformer, the Generalized Pareto Distribution, and the True Skill Statistic model the tail, with solar flares as the running example.

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Core Updates, Design, Development

How to give WooCommerce design feedback on X

The WooCommerce design team joined X to gather feedback on product variations and order pages. Here is why technical input from developers and agencies matters before these core UI changes ship.

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