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Tag: Backend

AI in WordPress, Development

Emotion recognition in conversation has an eraser problem

A customer asks you to delete their data, the erasure report says zero items, and your chat plugin still has every conversation stored. ERC research wants exactly those cross-session profiles, and WordPress privacy tools only see what you register.

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Development, E-commerce Development

Reader social feeds vs running the Fediverse yourself

WordPress.com now shows Bluesky, Mastodon, and Fediverse timelines in the Reader, next to the blogs you follow. Here’s how that compares with running ActivityPub and Friends on your own install, and where a WooCommerce store should opt out.

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AI in WordPress, Development

AI agent token costs and the cache you already have

Advice on agent costs splits between free-roaming agents and tightly scripted ones. Exploring once and replaying the path makes sense, but in WordPress that replay is a cache, and the part that bites is invalidation.

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Development

WordPress maintenance checks that fail on most sites need one fix

If the same checks fail on most of the client sites you look after, the fix belongs in your baseline. I lay monthly maintenance out as a grid of sites and pass/fail checks with WP-CLI, and a red column shows where the real problem lives.

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Core Updates, Gutenberg

WordPress SQLite support needs a firm core policy

The WordCamp Asia committer notes are mostly process talk, but the SQLite paragraph reaches plugin authors first. What the notes settled, which schema habits break under SQLite, and what I’d test before core writes its support policy.

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Design, Development

A prototype login flow should reject you

A login screen that lets everyone through teaches testers nothing, and staging builds where checkout never fails have the same problem. This is how I make a prototype login flow validate for real with wp_signon, and why the error state matters more than the animation.

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Core Updates, Development

What happened to Unicode email addresses in WordPress

WordPress can now send mail to international addresses but still won’t store them on a user account, after a core proposal was merged and then reverted. This covers what that means for plugin code and two checks to run on your own site.

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AI, AI in WordPress, Development

Can AI write code? Test it against a benchmark

A study tested ChatGPT on econometric code in Python, R and Stata, and it did well except in the language with the least public code. Legacy WordPress and WooCommerce work has the same weak spot, so I benchmark AI output before I trust it.

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AI in WordPress, Development

AI agent architecture in WordPress is mostly plumbing

A recent piece argues most AI agents fail because teams build them top-down and hope the model holds it together. I agree, but WordPress has no long-running PHP process, so that orchestration has to live in hooks, the database and a queue.

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AI in WordPress, Development

Semantic search for WooCommerce: stop at embeddings

A Towards Data Science piece builds one retrieval system four times, from TF-IDF to fine-tuned DistilBERT, and the fine-tuned model flips its answer between two epoch counts. For a WooCommerce store, that argues for pretrained embeddings and no training.

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