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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, Development

Career advice for the AI era: what gets juniors hired now

AI has absorbed the task-level work, and juniors who sell themselves as code writers are getting ghosted. After 14 years in WordPress development, here is what I look for instead: work you actually owned, and a repo that shows a human debugged it.

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AI, Development

Intent-based chaos engineering for WordPress resilience

Most WordPress resilience testing is refreshing the checkout page and hoping. Intent-based chaos engineering starts from a stated hypothesis about behavior instead, with fallback paths around external calls and abort signals tied to checkout completion rather than p99 latency.

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AI, Development

Ghost database for AI: why agents need throwaway Postgres

Ghost is an agent-first Postgres platform. Notes from using its MCP server and database forking to let AI agents test schema changes and index strategies without touching a shared staging database.

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Accessibility, Design, Front-end

CSS contrast-color(): let the browser pick readable text

The CSS contrast-color() function returns black or white text for whatever background color a user picks. How the syntax works, why the @supports fallback still matters, and the cases it does not cover.

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Accessibility, Design, Front-end

Streaming UI stability: fixing scroll jumps and layout shifts

Streaming interfaces jump around and drag the scrollbar back to the bottom. What fixes it: tracking whether the user scrolled away, batching renders into the animation frame, and marking the container up as an ARIA log region.

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AI, Development

Credit scoring model stability: monotonicity and PSI in Python

A credit model can score well and still fall apart in production if its variables drift. Two checks before estimation: whether each variable holds a consistent risk direction, and what PSI says about distribution shifts between datasets.

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Development, Front-end

Native CSS randomness: random() instead of JavaScript hacks

CSS Values Level 5 adds random() and random-item(), which the browser resolves at render time. Why that beats Sass build-time randomization, PHP inline styles and Math.random() for scattered layouts and varying animation delays.

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AI, AI in WordPress

Stacking ensembles, and why one model is not enough

One best model is one point of failure. I go through the three layers of a stacking ensemble, how predictions become features for the next layer, and what the extra training time actually costs you.

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Core Updates, Design, Development

Short-form blogging gets a native WordPress.com theme

WordPress.com’s new short-form blogging theme stores micro-posts as ordinary WordPress posts, so replies stay comments and reblogs keep their attribution. Here is what that buys you over renting space on a social platform.

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AI, Development

Multimodal RAG without the multimodal embeddings

Multimodal RAG usually fails at retrieval, not at vision. I walk through the proxy-pointer approach: parse a document into a section tree, keep image pointers on each node, and retrieve whole sections instead of sliding-window chunks.

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