Mubashir Ali

Engineering Manager and backend engineer. Writing about context engineering, AI, and software delivery.

I am Mubashir Ali, an engineering manager and backend engineer. This site is where I write about context engineering, AI-assisted development, and the practical work of building software that holds up in production.

If you want the background and the résumé, start with About or the CV.

Recent

What Is an Agentic Loop? How AI Coding Agents Iterate

August 18, 2026·Updated: August 20, 2026·3411 words·17 mins

Mubashir Ali

Technical Guide Agentic-Loop Ai-Coding-Agents Loop-Engineering React-Pattern Context-Engineering Verification

An agentic loop is the gather-act-verify cycle behind AI coding agents. See how it works, a real coding example, and when you should not use one.

Context Engineering: Shaping Intelligent and Adaptive Systems

December 24, 2024·1564 words·8 mins

Mubashir Ali

Technical Guide Context-Engineering Ai Adaptive-Systems Personalization Software-Architecture

Introduction # Context engineering represents a transformative approach to designing intelligent systems that understand, adapt to, and respond based on contextual information. In an increasingly connected world where applications must serve diverse users across varying situations, context engineering has emerged as a critical discipline that bridges the gap between static systems and truly intelligent, adaptive solutions.

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