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Category: Development

AI, AI in WordPress, Development

AI agent prompt fidelity: verified data vs guesswork

AI agents rarely tell you which parts of an answer came from your data and which came from the model’s memory. Here is how to score that split in bits, and how a loose tool schema leaves the agent guessing.

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AI, AI in WordPress, Development

Commoditized AI software: why a donkey herd beats a unicorn

The SaaS moat is gone now that an agent can rebuild your product in an afternoon. Here is the case for a herd of small automated niche businesses over one unicorn, and the WordPress REST API and WP-CLI setup that makes running a dozen of them possible.

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Core Updates, Development

The wp-env Playground runtime: WordPress without Docker

WordPress Core added an experimental wp-env runtime that runs PHP and SQLite through WebAssembly, so a full environment starts in seconds without Docker. Notes on the npx flag, the SQLite tradeoff, and the limits that still send me back to containers.

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Development, E-commerce Development

Fix your data architecture for analytics, not your server

Slow reporting on WooCommerce is usually a schema problem, not a hardware problem. This covers custom analytical tables, the Inmon and Kimball warehouse schools, lakehouses, and where event-driven architecture fits a WordPress stack.

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AI, AI in WordPress, Development

Agentic RAG on SQL without changing your schema

Dumping a relational database into a vector store gives you a slow, expensive system that has forgotten its own schema. This covers hybrid retrieval instead: ReAct tool routing, why FAISS post-filtering returns nothing, and a PHP dispatcher for WordPress.

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AI, Development

Agentic AI supply chain: why dashboards can’t find the delay

Dashboards tell you a delivery was late. They do not say which team caused it. This post covers the MCP setup I use so Claude can read ERP, WMS and TMS timestamps and work out where the delay started.

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Bug Fixing, Development, E-commerce Development

Running a chi-square test on your WooCommerce A/B data

A plugin showing a green arrow is not proof that a variant won. This post walks through a 2×2 chi-square test in PHP: expected counts, degrees of freedom, the 3.84 cutoff at p=0.05, and the four assumptions that break the result.

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Core Updates, Development, E-commerce Development

WooCommerce product image lazy loading is on by default in 10.6

WooCommerce 10.6 adds loading=”lazy” to the Product Image block by default, which hurts LCP when the image sits above the fold. The new woocommerce_product_image_loading_attr filter lets you force eager loading on the images that need it.

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Core Updates, Development

WordPress 7.0 Beta 1 brings real-time collaboration to core

WordPress 7.0 Beta 1 puts real-time collaboration in core, adds a provider-agnostic WP AI Client on top of the Abilities API, and moves image resizing into the browser. Final release is set for April 9, 2026.

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AI, AI in WordPress, Development, Gutenberg

Telex WordPress blocks now round-trip through VS Code

Telex can now take a Figma mockup or a napkin sketch as input, hand you a zip to refactor in VS Code, and accept it back for another AI pass. It also supports 7 languages and stopped breaking multi-byte output mid-stream.

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