← Back to Academy CatalogIn Development · Target Late 2026

🚧IN ACTIVE DEVELOPMENT · TARGET LAUNCH: Late 2026

Transparent pricing announced: €500 / year (or €49 / month) for students & individuals · €5,000 / seat for companies with full source code license.

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Coming SoonTarget: Late 2026 · In Development Level: Intermediate to Advanced 📜 Certificate of Mastery

Fullstack AI Engineering Masterclass

The definitive blueprint for software engineers stepping into production AI. Learn how to architect subagent swarms, deploy hybrid Meilisearch + pgvector retrieval pipelines, wire streaming LLM interactions into Nuxt 4 & Vue 3.5, and run inference without reliance on bloated third-party SaaS vendors.

// Wolfitway Sovereign Architecture Runtime

fn boot_engine() -> Result<SovereignNode> {

let node = BareMetalCluster::init("hetzner-ccx23")?;

node.mount_pgvector("postgresql://sovereign_17")?;

println!("⚡ 14,200 req/sec benchmark online");

Ok(node)

}

Fullstack AI Engineering Masterclass 4K Code Walkthrough

Early Access Waitlist Target Late 2026

All-Access Pass: €500/yr (or €49/mo) for students & individuals · €5,000/seat for company engineering teams. 0€ deposit to join waitlist.

Join Early Access Waitlist🔔Need custom build now? (€18k) →

What you'll master

Architect resilient subagent swarms that execute multi-step research and automated workflows

Implement hybrid vector search with Meilisearch and pgvector embeddings

Deploy sovereign LLM pipelines with fast local inference (vLLM / Ollama)

Build high-throughput SSR frontends with Nuxt 4, Vue 3, and WebSockets

Establish ACID-compliant transaction memory ledgers in PostgreSQL 17

Ship production-ready AI software with zero vendor lock-in or recurring API taxes

Curriculum Syllabus

8 Lessons across 3 Structured Modules

Preview Curriculum Player→

1. Core Foundations & System Architecture

Core Foundations & AI System Topology

4.5 Hours · 6 Lessons

Understand the architectural topology of modern generative systems, latency budgets, and token economics.

1.11.1 Course Overview & Objectives
18 min Free Preview
1.21.2 Fundamental Architecture & The Inference Loop
28 min Free Preview
1.31.3 Token Economics & Latency Profiling
32 min

2. Subagents & Vector Memory Systems

Autonomous Subagent Swarms & Memory

7.0 Hours · 10 Lessons

Implement multi-agent coordination, vector memory banks, and tool calling pipelines with strict schema validation.

2.12.1 Step-by-Step Guided Subagent Build
45 min Free Preview
2.22.2 Hands-On Vector Memory Workshop
50 min
2.32.3 Tool-Chaining & Sandboxed Execution
38 min

3. Production Deployment & Capstone

Production Engineering & Bare-Metal Hardening

7.0 Hours · 8 Lessons

Harden your application for production, deploy on bare-metal Hetzner/OVH, and complete the final capstone project.

3.13.1 Production Best Practices & Telemetry
35 min
3.23.2 Knowledge Mastery & Capstone Quiz
25 min Free Preview

The 2026 Sovereign Blueprint

From Fragile SaaS Dependencies to Sovereign Code Ownership

Every business software stack is currently being taxed by subscription middlemen who charge $30–$400/seat just to proxy API calls to public AI clusters. The sovereign approach reverses this: you run private models, private databases, and private Rust engines on dedicated hardware. You retain 100% of your customer data, 100% of your performance, and 100% of your revenue.

Join Early Access Waitlist → Need custom software built? Work with Dan →

🐺

Course Instructor & Architect

Dan-Ioan Drăguța

Founder of Wolfitway, creator of Wolfitway OS, and architect of sovereign software systems across Rust, Nuxt, and generative AI.