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Author: Ahmad Wael

I'm a WordPress and WooCommerce developer with 15+ years of experience building custom e-commerce solutions and plugins. I specialize in PHP development, following WordPress coding standards to deliver clean, maintainable code. Currently, I'm exploring AI and e-commerce by building multi-agent systems and SaaS products that integrate technologies like Google Gemini API with WordPress platforms, approaching every project with a commitment to performance, security, and exceptional user experience.
AI, Core Updates, Development

AI Experiments 0.5.0 now needs WordPress 7.0

AI Experiments 0.5.0 requires WordPress 7.0, drops its bundled AI client for the one in core, and moves API keys to the Connectors screen. What that means if you are still on 6.9.

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Bug Fixing, Core Updates

What WooCommerce 10.6.1 actually fixes

The Add to Cart with Options block compared hyphenated slugs against labels with spaces, so variable product selections failed validation. WooCommerce 10.6.1 fixes that, reorders new payment gateways, and drops the stray number from single shipment labels.

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AI, AI in WordPress, Development

Why your data stack is not ready for AI agents

Dashboards are no longer the main consumer of your data. Here is what I would change in a data stack to make it readable by agents: fewer tools, open table formats, a real semantic layer, and feedback loops that act without waiting for a human.

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Design, Development, Front-end

Why SmashingConf Amsterdam is on my list for April 2026

SmashingConf Amsterdam runs in April 2026 at the Pathé Tuschinski. What pulled me in is the live-work format: speakers working through CSS and accessibility problems on stage instead of walking an audience through finished slides.

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AI, Development

Fourier transform sound analysis without the black box

np.fft is not a black box you have to live with. This walks through the winding machine picture of Fourier transform sound analysis, the center of mass calculation behind magnitude and phase, and why Euler’s formula shows up instead of a plain sine wave.

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AI, Development

Metropolis-Hastings, or how to sample without the integral

Bayesian work hands you densities you cannot integrate or invert. Metropolis-Hastings samples them anyway, with a random walk and an acceptance ratio that cancels the normalization constant. Includes the NumPy implementation and the three ergodicity conditions.

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Core Updates, Development, Gutenberg

Why the Twenty Twenty-Seven default theme needs your code

WordPress is looking for volunteers on the Twenty Twenty-Seven default theme, which ships with 7.2 in December 2026. What the work actually involves, why the schedule is tight, and how a core theme differs from any client build.

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Bug Fixing, Core Updates

WordPress 6.9.4 fixes what 6.9.2 and 6.9.3 missed

WordPress 6.9.4 re-applies three security fixes that 6.9.2 and 6.9.3 left incomplete: PclZip path traversal, XXE in getID3, and a Notes authorization bypass. It also covers the WP-CLI commands I use to update core and check the files afterwards.

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AI, Development

Cutting vector search costs by 80% with MRL and int8

Vector infrastructure gets expensive fast: 100 million 1024-dimensional float32 vectors need over 1.2TB of RAM. Pairing Matryoshka truncation with int8 quantization cuts storage by roughly 80%, and this post covers where the savings stop and recall starts to break.

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Core Updates, Development, Gutenberg

What WordPress 7.0 changes in the Interactivity API

WordPress 7.0 adds a watch() function to the Interactivity API for side effects that do not belong to a single DOM element, and the router store now gets state.url from the server, so the undefined guards can go. Two navigation properties are deprecated along the way.

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