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Fullstack AI Engineering Masterclass
1/8 (13%)
🚧CURRICULUM PREVIEW · COURSE IN DEVELOPMENT (TARGET: Late 2026)
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1. Core Foundations & System Architecture18 min ✓ Completed

1.1 Course Overview & Objectives

Orientation into sovereign full-stack AI engineering, repository setup, and the engineering philosophy behind zero-SaaS architectures.

Interactive Architecture Session · 1.1 Course Overview & Objectives
18 min
Executive Blueprint Summary

Why full-stack AI engineering requires deep control of memory, streaming sockets, and bare-metal orchestration.

ai_topology.config.ts
export const AI_TOPOLOGY = {
  inferenceNode: 'http://127.0.0.1:8000/v1',
  embeddingDimension: 1536,
  hybridReranking: true,
  maxContextTokens: 32768,
  sovereignStorage: 'postgresql://master@127.0.0.1:5432/sovereign_db'
};
🧠 Knowledge Check (+15 XP)
✓ Passed

What is the primary advantage of self-hosting vector memory and orchestration over third-party SaaS wrapper APIs?