WordPress AI Experiments 0.2.0 is here, and it’s a major step forward for the Abilities system. Senior dev Ahmad Wael breaks down the new AI-powered excerpt generation, the Abilities Explorer for debugging, and how to register custom AI actions using the matured framework. Stop chasing hype and start building structured AI features.
Standard machine learning is great at finding patterns, but it often fails when you need to make actual business decisions. In this post, I break down why Causal ML is the necessary refactor for any data-driven system, covering Potential Outcomes, DAGs, and de-biasing techniques to help you stop confusing correlation with causation.
Stop over-engineering your AI projects. For most internal tools and MVPs, a dedicated RAG Vector Database like Pinecone is overkill. Learn how to build production-ready retrieval systems using only NumPy and SciKit-Learn for millisecond search speeds without the extra cost or complexity of specialized databases.
Scaling Python with Ray on cloud clusters is the definitive way to break past local hardware limits. Ahmad Wael explains how to configure AWS EC2 clusters using YAML, manage costs with Spot instances, and refactor code for distributed environments. Learn how a 6-node cluster can deliver massive performance gains for CPU-intensive tasks.
SAM3 is impressive, but for production environments, specialist models like YOLOv11 still hold a 30x speed advantage. Ahmad Wael explains why foundation models are better suited as development assistants rather than primary production workers, focusing on the trade-offs in hardware cost, latency, and domain-specific accuracy.
Comparing Azure ML vs. AWS SageMaker for enterprise model training. Senior dev Ahmad Wael breaks down the infrastructure differences between Azure’s Workspace-centric RBAC and AWS’s job-level IAM roles. Learn how to choose the right platform for scalable ML pipelines without the typical marketing fluff.
WordPress 7.0 is dropping support for PHP 7.2 and 7.3, a necessary move to address the technical debt of the 22% of sites still on PHP 7.4. Ahmad Wael breaks down the latest Dev Chat news, the upcoming WordPress 6.9.1 release schedule, and why modernizing your stack is no longer optional.
Confused between Z-scores and T-statistics for your WordPress reports? Senior dev Ahmad Wael explains why the T-statistic is the only reliable choice for trend detection. Learn how to calculate significance properly in PHP to avoid misleading your clients with noisy data and false positives in your analytics dashboards.
WooCommerce 10.5 is a game-changer for high-traffic stores, finally addressing the ActionScheduler performance bottleneck by moving to Scheduled Analytics Imports. With experimental REST API caching and refined product object caching, this release focuses on stability and architectural improvements. Ahmad Wael breaks down what developers and store owners need to know.
Stop waking up at 2 AM for broken data imports. Learn how to build a self-healing data pipeline using Python, Pydantic, and OpenAI’s structured outputs. This guide shows you how to automatically detect and fix CSV delimiter and encoding errors without human intervention, saving your sleep and your sanity.