Forget pre-built toolboxes. Senior dev Ahmad Wael explains why the best Agentic Architecture uses a Plan-Code-Execute pattern to create tools on the fly. Learn how to build a flexible, scalable AI pipeline that stops relying on static APIs and starts generating its own solutions for complex enterprise data.
Stop treating your AI users like strangers. Every LLM call is usually a fresh start, but a custom LLM Memory Layer changes that. In this guide, Ahmad Wael explains how to use DSPy and QDrant to build a persistent, self-maintaining memory system that handles extraction, vectorization, and fact updates autonomously.
Recursive Language Models (RLMs) offer a superior way to handle massive context windows without the performance degradation known as ‘context rot.’ By using a Python REPL environment, RLMs allow LLMs to programmatically partition and query data, leading to higher accuracy and better reasoning for complex WordPress and backend development tasks.
WordPress developer Ahmad Wael breaks down the January 2026 data platform and LLM trends. Learn how LLM optimization techniques like fused kernels and context engineering are replacing brute-force scaling. Discover why Databricks and Snowflake are hitting ceilings and how to use Claude Code effectively in your development workflow.
Learn how to avoid the “Bag of Agents” trap and scale Multi-Agent Systems effectively. Based on DeepMind’s research, discover why coordination structure matters more than agent quantity and how to suppress 17x error amplification using functional planes and a centralized orchestrator for robust, performant agentic AI.
Discover how Tammy Silva used an AI Website Builder to transform her viral LinkedIn project into a scalable business. Learn how to solve the “Inbox Bottleneck” by moving from DMs to a structured WordPress hub with managed hosting, custom lead routing, and 23,000+ visitors. Real advice from a senior WordPress dev.
Vibe coding—the practice of using AI to generate code via prompts—is skyrocketing productivity. However, it often leads to a technical debt hangover where developers lose ‘implementation intimacy’ with their own projects. Ahmad Wael explores why senior developers must maintain architectural ownership and vetting processes to avoid unmanageable codebases.
Physics-Informed Neural Networks (PINNs) are often significantly overparameterized in research settings. Senior developer Ahmad Wael critiques this trend, showing that for low-frequency PDEs like Burgers’ equation or hyperelasticity, networks can be reduced by up to 400x without losing accuracy. Learn to build leaner, more efficient ML architectures by starting small.
Ahmad Wael shares a senior developer’s perspective on using AI coding tools for developers. Learn how to map legacy codebases, modernize build stacks with Vite, and write robust tests without falling into the “slop machine” trap. Discover practical prompts and best practices for staying a responsible developer in an AI-driven world.
WordPress has introduced a new repository for AI agent skills, featuring wp-playground. This tool leverages the Playground CLI to create a fast, repeatable testing environment for AI-generated plugins and themes, reducing startup times to seconds and allowing agents to verify code autonomously through automated logins and file signature detection.