Week 5 · Day 29/30

Capstone Project: Design

Navrhni production AI systém end-to-end

📅 2026-04-01 ⏱️ 6-8 hodín 📊
Celkový progres 97%

🎯 Cieľ dňa

Navrhnúť kompletný production-ready AI systém využívajúci všetko z 28 dní. Architecture, security, eval, deployment.

project core

📚 Study Resources

📖

SitePoint — Agentic Design Patterns 2026

Kompletný pattern katalóg: ReAct, Planning, Reflection, Tool Use, Multi-Agent.

guide
📚

Manning — Build Multi-Agent System from Scratch

Kompletná infraštruktúra: orchestration, tool calling, human-in-the-loop, memory.

book

💡 Key Concepts

System Design — Architecture diagram, component interactions, data flow, failure modes
Requirements — Functional (čo robí) + Non-functional (security, performance, scalability, cost)
Trade-offs — Každé rozhodnutie má trade-off. Dokumentuj prečo si zvolil A nad B.

🔧 Praktické cvičenie

Navrhni production AI systém.

  1. Vyber projekt: napr. AI-powered code review, customer support, research assistant
  2. Nakresli architecture diagram (agents, tools, memory, API)
  3. Definuj security model: guardrails, sandboxing, approval flows
  4. Navrhni eval pipeline: golden dataset, metriky, CI/CD
  5. Navrhni deployment: containerization, scaling, monitoring
  6. Kalkuluj náklady: compute, API, storage
  7. Napíš design document