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Requirements

Learn Requirements as a connected topic across chapters, concepts, simulations, and interview reasoning.

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Overview

Learn Requirements as a connected topic across chapters, concepts, simulations, and interview reasoning.

How this topic helps

System Design
Distributed Systems
Interview Prep
Architecture

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Articles

7 matched articles

Article 1System Design Requirements and Constraints: Ask Better Questions Before You DrawTLDR: In system design interviews, weak answers fail early because requirements are fuzzy. Strong answers start by turning vague prompts into explicit functional scope, measurable non-functional targe11 minArticle 2Data Lineage Explained: Tracking Data Flow Across Your OrganizationTLDR: 📊 Data lineage is the complete genealogy of your data — where it comes from, how it's transformed, and where it ends up. It's critical for debugging pipelines, proving compliance, and understan12 minArticle 3Choosing the Right Database: CAP Theorem and Practical Use CasesTLDR: Database selection is a trade-off between consistency, availability, and scalability. By using the CAP Theorem as a compass and matching your data access patterns to the right storage engine (Re7 minArticle 4LLM Model Selection Guide: GPT-4o vs Claude vs Llama vs Mistral — When to Use WhichTLDR: 🧠 Choosing the right LLM can save you 80% on costs while maintaining quality. This guide provides a decision framework, cost comparison, and practical examples to help engineering teams select 23 minArticle 5Event Sourcing Pattern: Auditability, Replay, and Evolution of Domain StateTLDR: Event sourcing pays off when regulatory audit history and replay are first-class requirements — but it demands strict schema evolution, a snapshot strategy, and a framework that owns aggregate l15 minArticle 6System Design Interview Basics: A Beginner-Friendly Framework for Clear AnswersTLDR: System design interviews are not about inventing a perfect architecture on the spot. They are about showing a calm, repeatable process: clarify requirements, estimate scale, sketch a simple desi13 min

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