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Tag: APIs

AI, AI in WordPress, Development

Plugin Directory MCP Server: submit plugins from your IDE

WordPress.org now runs an MCP server for the Plugin Directory. It lets AI editors like Cursor and Claude validate readme.txt, check submission status, and submit plugins without leaving the editor.

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AI, Development

Nonlinear constrained optimization with PWL approximations

How to linearize a nonlinear objective with piecewise linear approximations, keep the segments adjacent using SOS type 2, and hand the result to an ordinary LP/MIP solver like Gurobi.

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AI, Core Updates, Development

WordPress MCP AI agents can now write to your site

WordPress.com has added 19 write abilities to its MCP integration, so an agent can create posts, pages, media and terms. Drafts by default, explicit approval before every change, and your own role still caps what it can reach.

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Core Updates, Development

What managed WordPress hosting fixes in an agency stack

Most agencies build their own stack and end up debugging Nginx instead of shipping. What plugin bloat really costs, and what Encircle Technologies changed when they moved to managed hosting.

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AI, Development

Causal inference and the accuracy trap in ML

A readmission model with 94% accuracy made things worse because it found a correlation, not a cause. Where Pearl’s ladder of causation comes in, and how DoWhy’s four steps keep you honest.

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AI, Development

Why NumPy and Pandas give different variance results

Same ten numbers, two different variances. NumPy defaults to the population formula and Pandas to the sample one. Here is what ddof does and how to set it so your pipeline and your prototype finally agree.

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Development

How JavaScript destructuring cleans up WordPress code

Manually reassigning object properties is a habit worth dropping. Array and object patterns, nested REST API responses, and rest properties, with the WordPress and WooCommerce cases where each one saves you lines.

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Core Updates, Development, Gutenberg

Pattern overrides in WP 7.0 now work with custom blocks

WordPress 7.0 lets any block that supports Block Bindings take part in Pattern Overrides, not just the old Core list. You opt a custom block in with the block_bindings_supported_attributes filter.

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AI, Development

Personalized restaurant ranking without the popularity trap

Popularity sorting puts the same big chain at the top of every shelf. A lightweight two-tower embedding setup, with a frozen TinyBERT on the item side, ranks restaurants by what the user is browsing for.

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AI, AI in WordPress, Development

Where to cache in a RAG pipeline besides the prompt

Prompt caching gets all the attention while the expensive work happens before the model sees a token. Five places to cache in a RAG pipeline, from query embeddings to full query-response pairs, with a transients example for WordPress.

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