Senior developer Ahmad Wael explains why LLM Hallucinations aren’t just “bugs” in your data. By looking at the internal geometry of transformers, we see that hallucinations are an active decision by the model to prioritize fluency over accuracy. Learn how to build better monitors for your production AI systems.
A senior architect’s deep dive into the current quantum software stack. We explore the modalities of quantum computing, from gate-based models to hybrid workflows, and look at the critical role of frameworks like Qiskit and Q#. Learn why debugging quantum circuits is the next major challenge for software engineering.
Building an AI application involves more than just writing prompts. In this article, Ahmad Wael breaks down the essential infrastructure for AI, including environment variables, rate limiting, and text chunking logic. Learn why security and error handling are more important than the “AI magic” itself for production-ready tools.
Stop relying on correlation-based dashboards that lie. Senior WordPress developer Ahmad Wael explains why mastering Causal Inference Methods—like Doubly Robust Estimation and Regression Discontinuity—is essential for building high-performance, data-driven sites that actually convert. Learn how to use Python’s EconML to prove what works in your backend stack.
Most A/B tests lie. Whether it’s the peeking problem or underpowered samples, your significance dashboard is likely showing you noise. Learn how to fix your A/B testing reliability with a professional pre-test protocol and a 15-minute checklist designed for data-driven developers and product owners.
WordPress 7.0 Beta 5 introduces a new Command Palette shortcut (⌘K/Ctrl+K) in the admin bar, along with 101+ bug fixes. I break down the technical implications for developers, show you how to register custom commands via the API, and explain why WP-CLI is your best friend for testing this release.
Senior developer Ahmad Wael breaks down why data-driven Like-for-Like Power BI solutions are superior to complex DAX measures. Learn how to build a robust retail reporting model using a bridge table, unique store-month keys, and SQL-level logic to ensure accurate year-over-year comparisons without sacrificing dashboard performance.
After years of bloated bundles and “mutability hell” with Moment.js, the native JS Temporal API is finally here. In this guide, I’ll show you why this Stage 4 proposal is a game-changer for WordPress developers, how it handles time zones natively, and the right way to refactor your legacy code today.
WordPress Studio just introduced native Xdebug support and a dedicated debug log toggle. Stop relying on messy var_dump calls and start stepping through your PHP code line-by-line. Learn how to configure these new tools, connect your IDE, and use AI agents to interpret your debug logs for faster local development.
Achieve massive PythoC performance gains by compiling Python to native C binaries. Ahmad Wael explores how this LLVM-powered DSL compiler provides 40x speedups for CPU-bound tasks, handles manual memory management, and builds standalone executables. Learn the technical nuances of native compilation and when to skip the interpreter for true performance.