Stop wasting time re-typing repetitive AI prompts. Learn how to leverage Slash Commands in tools like Cursor and Claude Code to automate WordPress development, from scaffolding unit tests to analyzing debug logs. Senior dev Ahmad Wael shares his “Golden Prompts” for building a faster, more consistent technical workflow.
Stop guessing with your prompts. Automatic Prompt Optimization uses systematic algorithms like HRPO to refine multimodal vision agents, replacing manual trial-and-error. Learn how to implement the Opik-optimizer SDK with GPT-5.2 to improve accuracy by over 150% in production autonomous driving scenarios. A technical guide from a senior developer’s perspective.
The Penpot MCP server experiment marks a major shift in AI-powered design workflows. By leveraging the Model Context Protocol, Penpot provides a secure, structured bridge for LLMs like Claude to interact with real design data. This senior dev’s take explores why design-expressed-as-code is the only way to eliminate AI hallucinations and technical debt.
HNSW Recall Degradation is a silent killer in scaling RAG systems. As vector databases grow, retrieval quality drops even when latency remains stable, leading to LLM hallucinations. Learn why you must tune ef_search and use hybrid retrieval architectures to maintain context quality in production WordPress AI applications.
Stop guessing and start solving. Explore how Advent of Code 2025 problems like Tachyon Manifolds and Factory Optimization reveal the importance of Algorithmic Thinking in Data Science. Learn to use MILP, Union-Find, and Dynamic Programming to build enterprise-grade logic that scales without crashing your execution stack.
Ahmad Wael shares a pragmatic guide to Drift Detection in machine learning systems. Learn the difference between data drift and concept drift, and discover how to use statistical tests like K-S and PSI to identify model degradation before it impacts your business revenue and system stability.
Stop letting your AI coding agents hallucinate. Learn how to optimize your AI coding agent context using AGENTS.md, documentation links, and thread management. Ahmad Wael shares his senior-level insights on preventing broken WordPress sites and cutting technical debt while using modern AI tools like Cursor and Claude Code.
Teaching a neural network to render the Mandelbrot set reveals a fundamental flaw in standard MLPs: spectral bias. By implementing Multi-Scale Gaussian Fourier Features, we can transform blurry approximations into sharp fractal boundaries. Learn why input representation matters more than model depth when dealing with high-frequency data and complex coordinate-based systems.
Retrieval-Augmented Forecasting (RAF) is revolutionizing time-series analysis by adding an explicit memory step to traditional models. Instead of relying on static training weights, RAF allows models to perform similarity searches on historical data, significantly improving accuracy during rare events and market shifts. Learn how to implement vector-based memory for more robust forecasting.
Evaluating 500,000 credit records reveals a harsh truth: privacy noise masks fairness at small scales. Learn why Federated Learning Credit Scoring is the only architectural solution to balance GDPR compliance, ECOA fairness, and 96%+ accuracy by collaborating across institutions without sharing a single raw record. Discover the senior dev’s fix.