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System Design & Scaling Guide

64

Lessons

8

Modules

🎓

Bootcamp access

Lo que aprenderás

✓Apply architectural thinking specific to AI systems (constraints, trade-offs, design documents)
✓Compare and choose between monolith, microservices, and event-driven architectures for AI
✓Design scaling strategies: horizontal vs vertical, auto-scaling, stateless design
✓Implement integration patterns: webhooks, event-driven, MCP (Model Context Protocol)
✓Design reliability at scale: load balancing, queue-based processing, rate limiting
✓Design Slack and Discord bots as production channels (OAuth, webhooks, best practices)
✓Apply decision frameworks for performance vs cost, managed vs self-hosted, cache vs compute
✓Design the complete architecture for the Capstone: AI-Powered Knowledge Assistant

¿Para quién es?

  • •AI Engineers who completed guides #1-#20 and need to learn system design thinking
  • •Developers preparing for the Capstone who want the architecture blueprint first
  • •Tech leads and architects designing AI systems for their teams
  • •Engineers who want to make informed decisions about scaling, integrations, and trade-offs
  • •Developers seeking portfolio-worthy architecture design documents

Requisitos

  • •Completion of AI Engineering Path guides #1-#20 (Docker, CI/CD, Deployment, Monitoring, Cost Optimization, Security)
  • •Experience deploying and monitoring AI applications
  • •Understanding of RAG, agents, and production patterns
  • •Familiarity with REST APIs, webhooks, and async patterns
  • •Basic experience with architecture diagrams (or willingness to learn)

Course content

1Módulo 1: System Design Thinking for AI — Guía para el Creador8 lessons
2Módulo 2: Common AI Architectures — Guía para el Creador8 lessons
3Módulo 3: Scaling Fundamentals — Guía para el Creador8 lessons
4Módulo 4: Integration Patterns — Guía para el Creador8 lessons
5Módulo 5: Reliability at Scale — Guía para el Creador8 lessons
6Módulo 6: Real-World Integrations — Slack/Discord — Guía para el Creador8 lessons
7Módulo 7: Performance vs Cost Trade-offs — Guía para el Creador8 lessons
8Módulo 8: Integrator Project — Capstone Architecture Design — Guía para el Creador8 lessons
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