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Tag: Backend

AI, AI in WordPress, Development

AI data analysis is now the first analyst on my team

AI writes the query now and I check it. That includes the time an elegant LLM-generated join pushed a production database to 98% CPU, plus the utility I use to export sanitized WooCommerce data for analysis.

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Core Updates, Development

WordPress 7.0 release delayed to fix the collaboration layer

WordPress 7.0 slipped a few weeks so the collaboration layer can sit on a custom table instead of transients. What that means for polling load, cache invalidation, and any plugin still using classic metaboxes.

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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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Bug Fixing, Core Updates

WooCommerce 10.6.2 matches attributes by name, not by slug

WooCommerce 10.6.2 stops matching variable product attributes through a transformed slug and compares names directly, which unbreaks selection when attributes carry special characters. It also cleans up the admin ahead of WordPress 7.0.

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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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Bug Fixing, Development

WordPress.com for Agencies: quit running your own servers

Agencies keep running their own servers to protect margins, then spend their best hours keeping those servers alive. Ajit Bohra moved 80% of LUBUS projects onto WordPress.com for Agencies instead. Here is the workflow and what it takes off your plate.

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Development, Front-end

Form automation: what happens after the 200 OK

A contact form can be technically perfect and still lose the lead if the submission just lands in an inbox. Normalizing data in the browser, guarding against double submits, and structuring the webhook payload so a CRM can read it.

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