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Category: Development

Design, Development, Front-end

Modern CSS features: native mixins and object-view-box

Native @mixin is under discussion, an SVG favicon can follow the user’s color scheme on its own, and object-view-box has been cropping images in Chrome since 2022. Notes on what each one replaces.

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Core Updates, Development

WordPress 7.0 release candidate: branching waits for RC2

Trac #64393 pushed the 7.0 branch back to RC2, so every trunk commit now needs two committers to sign off and the Polyglots team cannot start yet. Here is what is still allowed on the milestone.

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AI, AI in WordPress, Development

The AI engineer career path really takes about two years

The six-month version of this career change is a sales pitch. Coming from a software background it took closer to two years, and the money goes to people who can ship a RAG system that does not leak data, not to people who can write prompts.

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Accessibility, AI in WordPress, Development

Owned digital assets and the WhatsApp business that vanished

A client ran her entire business through WhatsApp until the account was blocked on a Tuesday. What owned digital assets mean in practice, and why Brazil’s first Automattic partner writes WordPress.com into its contracts.

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AI, AI in WordPress, Development

Personal AI agent development moved my job to orchestration

A colleague shipped a custom assistant in a couple of hours by wiring Google Calendar, Microsoft To Do and Notion together. Execution stopped being the bottleneck, and here is a Gemini API scheduler you can start from inside WordPress.

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AI, AI in WordPress, Development

Claude Code efficiency starts before the agent writes code

My agent failed the same caching refactor three times before I fixed how I was briefing it. Planning mode, browser access through Playwright MCP, and claude.md files are what turned that into one-shot work.

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AI, Design, Development, Gutenberg

WordPress design trends 2026: less hand-coding, more prompting

A decade of explaining why WordPress sites don’t feel like apps, and what 2026 changes: blocks described to an AI instead of scaffolded by hand, the Interactivity API handling state without page reloads, and theme.json holding the design system.

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AI, Development

Quantum computing for data science: why I stopped ignoring it

The generative AI boom is hiding a compute bottleneck. Notes on Sara A. Metwalli’s argument for quantum computing in data science, the problems QAOA handles differently, and what an offloaded optimization call could look like from a PHP hook.

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Core Updates, Development

Like-for-like PY store analysis: fixing the status mismatch

A store that closes for a refresh breaks like-for-like PY reporting: the current year says Comparable and the previous year does not. Here is the SQL cursor that builds a separate PY status key, and the DAX measure that reads it.

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AI, Development

PyTorch model drift: patching the model while it serves traffic

Drift usually means a scramble for labels and a multi-hour retraining job. This is the other route: a trainable ReflexiveLayer over a frozen backbone, label-free drift triggers, and async weight updates that never block inference. It recovered 27.8 points of accuracy and cost recall.

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