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Architecture

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

10 Concepts83 Articles22h 29m

Overview

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

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System Design
Distributed Systems
Hld
Interview Prep

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Article 1Dense LLM Architecture: How Every Parameter Works on Every TokenTLDR: In a dense LLM every single parameter is active for every token in every forward pass β€” no routing, no selection. A transformer block runs multi-head self-attention (Q, K, V) followed by a feed-24 minArticle 2Medallion Architecture: Bronze, Silver, and Gold Layers in PracticeTLDR: Medallion Architecture solves the "data swamp" problem by organizing a data lake into three progressively refined zones β€” Bronze (raw, immutable), Silver (cleaned, conformed), Gold (aggregated, 23 minArticle 3Kappa Architecture: Streaming-First Data PipelinesTLDR: Kappa architecture replaces Lambda's batch + speed dual codebases with a single streaming pipeline backed by a replayable Kafka log. Reprocessing becomes replaying from offset 0. One codebase, n21 minArticle 4Microservices Architecture: Decomposition, Communication, and Trade-offsTLDR: Microservices let teams deploy and scale services independently β€” but every service boundary you draw costs you a network hop, a consistency challenge, and an operational burden. The architectur22 minArticle 5Serverless Architecture Pattern: Event-Driven Scale with Operational GuardrailsTLDR: Serverless is strongest for spiky asynchronous workloads when cold-start, observability, and state boundaries are intentionally designed. TLDR: Serverless works best for spiky, event-driven wo13 minArticle 6Modernization Architecture Patterns: Strangler Fig, Anti-Corruption Layers, and Modular MonolithsTLDR: Large-scale modernization usually fails when teams try to replace an entire legacy platform in one synchronized rewrite. The safer approach is to create seams, translate old contracts into stabl13 min

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