Huzaifa Ahmed

Staff Engineer

Builds scalable systems and microservices that serve millions daily. Has led engineering teams at top product companies.

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AI Agents

What Is an Agentic Harness? The 2026 Guide

An agentic harness is what turns an LLM into a real AI agent. Here's what it actually does, its five core parts, and how to build your first one.

Huzaifa AhmedJul 2, 20265 min read

AI EngineeringAI Agents

What Is Spec-Driven Development? Vibe Coding vs Claude Code

Spec-driven development means writing a clear spec before you code — not vibe coding. Here's how it works with Claude Code, and why it ships better software.

Huzaifa AhmedJul 2, 20266 min read

CareerAI Engineering

AI Freelancing in Pakistan: How Devs Earn $5,000+ a Month

AI freelancing in Pakistan is booming in 2026. Here's how developers in Lahore, Karachi & Multan build $5,000+/month remote incomes — and how to start.

Huzaifa AhmedJul 1, 20265 min read

AI EngineeringCareer

How to Become an AI Engineer in 2026 (A Practical Roadmap)

A step-by-step 2026 roadmap to become an AI engineer — the exact skills, tools, and projects that get you hired, minus the hype.

Huzaifa AhmedJun 26, 20263 min read

AI AgentsAI Engineering

What Is Agentic AI? The 2026 Guide for Developers

Agentic AI is the most in-demand skill of 2026. Here's what it actually is, how AI agents work, and how to build your first one — in plain English.

Huzaifa AhmedJun 26, 20264 min read