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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.
Development, Front-end

CSS custom-media: name your media queries once

Firefox Nightly has a flag for @custom-media, the at-rule that lets you alias a media query behind a name and reuse it. Notes on what it fixes, how Open Props packages ready-made queries, and how to write the syntax today with postcss-custom-media.

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AI, Development

How Cursor codebase indexing actually works

Cursor’s indexer is a RAG pipeline: tree-sitter splits code at logical boundaries, embeddings land in Turbopuffer, and Merkle trees keep the index in sync. Here is how the pieces fit together, and what actually leaves your machine.

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AI, AI in WordPress, Development

You probably don’t need a RAG vector database yet

For a docs bot or an internal MVP, a dedicated vector database is more infrastructure than the problem needs. Vector search is matrix multiplication, and NumPy handles it in milliseconds. Includes a small store class, the SciKit-Learn upgrade path, and the four signs you have outgrown both.

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Core Updates, Development, Gutenberg

Testing WordPress 7.0’s customizable navigation overlays

WordPress 7.0 turns the mobile menu overlay into a block-based template part, so a logo or a button goes in without CSS overrides. Here is what to test, plus the open argument about where the markup belongs in the HTML.

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AI, Development

Running Ray clusters on AWS without wrecking the bill

Moving a Ray job off your laptop and onto an AWS cluster: the YAML that defines the nodes, the vCPU quota that will bite you, and why ray down matters more than any tuning flag.

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AI, AI in WordPress, Development

WP-Bench puts AI models through a real WordPress runtime

WP-Bench is the official WordPress AI benchmark. It runs model-written code inside a real WordPress runtime instead of asking a human whether the code looks right. How to run it, and what it still gets wrong.

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AI, Development

Getting a data science job in 2026 without 400 rejections

Most data science applicants in 2026 are studying the wrong things and applying everywhere at once. Notes from reading hundreds of resumes: what to learn first, how to aim applications, and why referrals do the work.

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AI, Development

Why specialist vision models still beat SAM3 in production

SAM3 has not made custom-trained detectors pointless. Benchmarks on wheat, CCTV and blood cells show specialist models like YOLOv11 running 30x faster and scoring higher, which is why foundation models belong in development.

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AI, Development, E-commerce Development

Azure ML vs. AWS SageMaker: how the infrastructure differs

A side-by-side look at Azure ML and AWS SageMaker: Workspace-centric RBAC against job-level IAM roles, Datastores against raw S3 URIs, and which one holds up once training moves off notebooks.

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Core Updates, Development

WordPress PHP support: 7.2 and 7.3 are on the way out

The core team confirmed at Dev Chat that WordPress 7.0 drops PHP 7.2 and 7.3 support. Notes on what that leaves for the 22% of sites still running 7.4, plus where the 6.9.1 maintenance release fits in.

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