Beyond Prompting: Using Agent Skills in Data Science

Stop relying on brittle AI prompts. Ahmad Wael explains why Agent Skills in Data Science are the key to building scalable, modular AI workflows. Learn how to package your domain knowledge into reusable SKILL.md files and use the Model Context Protocol to automate complex data visualization and engineering tasks without the context bloat.

Git Worktrees: Scale Your Parallel AI Agent Workflows

Stop letting AI agents collide with your working directory. Git Worktrees offer a pragmatic solution for parallelizing coding sessions by providing isolated environments for each task. Learn how to overcome the \”setup tax\” of dependencies and environment files to scale your agentic workflows efficiently without the risk of race conditions.

Better WordPress Claude Content Ideas Using MCP

Learn how to leverage the Model Context Protocol (MCP) to connect Claude directly to your WordPress site data. Ahmad Wael explains how to uncover high-value content gaps, prioritize topics based on business goals, and automate the drafting process to generate better WordPress Claude content ideas with technical precision.

Why Vector DBs are Overkill for AI Agent Memory

Frustrated with the complexity of vector databases for AI agent memory? Ahmad Wael explains why Markdown files and SQLite are the superior, zero-infra choice for building version-controlled, human-readable agent memory systems. Learn how to solve the “stale memory” problem using temporal decay and MMR re-ranking without the overhead of external servers.

LLM Agent Memory Architecture: Patterns That Actually Work

LLM Agent Memory Architecture is the difference between a toy and a production agent. Ahmad Wael explains the four temporal scopes—Working, Episodic, Semantic, and Procedural—and why the “Manage” step in the Write-Manage-Read loop is the most neglected part of agent development. Stop summarization drift and attention dilution today.

How to Apply Claude Code to Non-Technical Tasks

Don’t limit Claude Code to just refactoring PHP. Discover how senior developers are using this computer-use agent to automate non-technical tasks like LaTeX presentations, CRM management, and cross-platform knowledge retrieval. Learn to treat your CLI as a general-purpose productivity engine that bridges the gap between technical logic and business execution.