Chapter 288

Advanced Technical Concepts

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The Complexity Decoder

```text "Explain [complex concept] building from basics:

LEARNING PATH: 1. Prerequisites (what I need to know first) 2. Core Concept (essential understanding) 3. Practical Application (why it matters) 4. Implementation (how to use it) 5. Advanced Usage (optimization/scaling)

USE ANALOGIES: - Real-world comparison - Visual representation - Step-by-step breakdown - Common misconceptions

Then show minimal working example." ```text

The Architecture Advisor

```text "Design a scalable solution for [technical need]:

CONSIDER: 1. Current Scale - Users/data volume - Performance needs - Budget constraints

2. Growth Planning - 10× scale considerations - Bottleneck identification - Migration strategy

3. Technology Choices - Language/framework selection - Database decisions - Infrastructure options

4. Implementation Roadmap - MVP first - Iterative improvements - Scale triggers

Explain trade-offs at each decision point." ```text