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Category: Development

Core Updates, Development

WordPress 7.0: real-time collaboration and the beta rush

Beta 3, a silent Beta 4 next to 6.9.3, and Beta 5 due March 12. What real-time collaboration, the new Breadcrumb block filters and theme.json pseudo-elements mean for your custom code before the RCs land.

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Core Updates, Development

WordPress release testing needs a real report format

The release party is a Slack marathon that produces a hundred reports saying everything looks good and almost no usable coverage data. A proposal: structured JSON reports, identical Playground environments, and pairing contributors at WordCamp Asia.

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AI, Bug Fixing, Development

Neuro-symbolic fraud detection with differentiable rules

Weighted BCE starves when fraud is 0.2% of your data. I walk through adding a differentiable rule loss in PyTorch, what it does to ROC-AUC, and why both models need thresholds tuned the same way.

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Bug Fixing, Core Updates, Development

WordPress 6.9.3 and the stringable object regression

WordPress 6.9.3 is a fast-follow fix for a 6.9.2 regression that blanked out sites whose themes returned stringable objects to template_include. Here is what broke, and what you need to update.

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Design, Development, E-commerce Development

A WordPress website design service instead of a DIY build

Monikka Spruyt left corporate training to start Connect Holistic Health, and handed the site build to WordPress design experts instead of learning the stack herself. Why that trade usually pays off.

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Core Updates, Development, Gutenberg

Gutenberg 22.7: AI connectors and RTC on by default

Gutenberg 22.7 ships the Connectors API, turns real-time collaboration on by default, adds live previews for style variations, and puts phpMyAdmin in wp-env. Notes on what to test before you ship it.

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AI, Development

Making Google Trends data comparable across countries

Google Trends normalizes every score per region, so a 100 in the US and a 100 in the UK mean different things. Borrowing the index-basket idea from finance gives you an anchor and makes the numbers comparable.

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AI, Development

Game theory logic: why raw data lies about strategy

Raw averages describe a world that was not reacting to you. This post uses the penalty kick problem to show why competitive data needs mixed strategies, and what that looks like in pricing, fraud detection and WordPress backends.

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Core Updates, Development

WordPress Playground goes permanent with my.WordPress.net

my.WordPress.net turns WordPress Playground into a workspace that survives a page reload. The site lives in browser storage instead of on a server, and Blueprints handle the setup. Clear your cache without a backup and it is gone.

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AI, Development

Why your AI search evaluation is probably wrong

Vibe-checking search results is how teams end up rebuilding a backend for a system that scores worse than the SQL it replaced. What a real AI search evaluation needs: a golden set, repeated trials, and an ICC check before you ship.

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