Hameed's dev blog

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Browse practical notes on software engineering, product management, and lessons from the field.
AI Fundamentals: RAG
/17 mins read

AI Fundamentals: RAG

A comprehensive guide to Retrieval-Augmented Generation for beginners. Learn how RAG solves LLM limitations, why fine-tuning falls short, and how to build systems that ground AI responses in real data.

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Top Prioritization Framework-2
/11 mins read

Top Prioritization Framework-2

In the first part of our (Top Prioritization Framework-1)[https://hameedshk.github.io/blog/top-prioritization-framework-2] series, we covered the most applied framework. Now, let’s dive deep into the remaining frameworks.

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Practical notes on product management, distributed systems, and AI—written from real engineering and product experience.