Ahmad Wael explores the reality of AI Coding Assistants like Claude Code and Cursor. While “vibe engineering” promises fast results, senior-level judgment is still required to prevent security risks and architectural failures in WordPress production environments. Learn how to bridge the gap between AI boilerplate and senior-grade code quality.
Linear Regression isn’t just a formula; it’s a geometric projection. Senior dev Ahmad Wael breaks down why understanding vectors and dot products is essential for debugging machine learning models. Learn how the “line of best fit” is actually a shortest-path problem in vector space, and stop treating ML as a black box.
Ahmad Wael explores the rise of Tabular Foundation Models and SAP-RPT-1. Discover why the “one model to rule them all” narrative might be a myth, how In-Context Learning (ICL) is shifting technical bottlenecks, and a pragmatic senior developer’s take on implementing these high-scale relational models in production environments.
The WordPress 7.0 Roadmap is entering its final stages with RC1 set to ship tomorrow. This technical breakdown covers the major shifts from Beta 5, including new pattern override support for custom blocks and native block visibility controls. Learn why these architectural changes matter for your design systems and how to avoid tech debt.
Ahmad Wael explains why standard regression fails on zero-heavy data and how Two-Stage Hurdle Models provide a more precise solution. Learn to separate binary classification from intensity regression to improve your WooCommerce analytics and customer lifetime value predictions without the hacky log-transform workarounds.
Ahmad Wael explores Telex, Automattic’s experimental AI tool designed to generate a WordPress theme using natural language prompts. Learn how to scaffold modern block themes, enhance prompts for better design briefs, and test your generated ZIP files in WordPress Playground without risking your live production site.
WordPress 7.0 introduces the Connectors API, a new framework to standardize how the CMS handles external service connections. Initially focused on AI providers, this API manages API keys and provider discovery. Learn the technical nuances of the registry lifecycle, security risks with unencrypted keys, and how to correctly override connector metadata.
Shadow AI isn’t a bug; it’s a feature of modern work. Learn why fighting “desire paths” in your organization fails and how to build a Shadow AI Governance strategy that prioritizes visibility over suppression. Ahmad Wael explains why locking down tools is killing your productivity and how to build secure, governed alternatives.
WordPress 7.0 introduces native viewport-based block visibility, allowing developers to show or hide blocks on mobile, tablet, or desktop. However, there is a critical distinction between CSS-based hiding and DOM exclusion that affects performance and server-side parsing. Learn how to refactor your code for the new metadata structure.
AI coding assistants are changing the way we build WordPress sites, but at what cost? Ahmad Wael critiques the shift toward ‘vibe coding’ and shows why relying on tools like Copilot for complex WooCommerce logic often leads to performance bottlenecks and technical debt. Learn how to refactor AI code for production stability.