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Prompts Change. Principles Don’t. Backend Engineering Fundamentals Matter More Than Ever

Introduction Backend engineering forms the structural core of modern web applications. While users interact with visually rich and dynamic front-end interfaces, it is the backend that executes the logic, safeguards data, and ensures the entire system behaves predictably. As AI-driven prompts and development workflows evolve rapidly, the foundational principles of backend engineering remain unchanged—and more crucial than ever. Core Components of Backend Systems Servers Servers execute application logic, manage client requests, and orchestrate interactions with databases and external services. They act as the primary environment where backend code runs, processing data and returning the appropriate responses with efficiency and consistency. ...

March 23, 2026 · 3 min · Nazrul
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Using Formal Methods to Craft Powerful LLM Prompts

You’ve been there: When you ask an LLM to construct a function, it returns something that is nearly functional but ignores restrictions, fails on edge cases, or generates untestable spaghetti. What if I told you that LLMs could be trained to act like disciplined engineers? The secret tactic that most developers don’t employ is that: LLMs behave more consistently and produce better software when you organise your prompts using formal methods concepts. ...

January 13, 2026 · 6 min · Nazrul