Wolfitway courses

Practical AI courses you finish with something real.

Short, hands-on courses by Dan Drăguța. Each one ends with a finished piece of work, not a pile of theory. Try the free lessons before you pay.

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Planned: Late 2026

Stop Babysitting AI: How to Build Systems That Don't Hallucinate or Burn Money

We watched an AI agent get stuck in a loop and burn $1,200 overnight. Here is why autonomous agents fail in production, and how we build predictable software with hard financial spend caps.

Kill the infinite loops: Replace non-deterministic agent swarms with finite state machines and strict bounded execution
Hard daily spend caps: Rate limit per IP hash and enforce financial circuit breakers before OpenAI bills spiral
Grounded retrieval: Hybrid Meilisearch + pgvector search with strict NO_ANSWER refusal guardrails

3.5 Hours · 1 Deep Blueprint Module · 4 LessonsFounder & Engineer Friendly

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Coming soon

Planned: Late 2026

The €14 Server Stack: How We Quit Paying $4,000/Month in SaaS Rent

Why pay thousands in monthly per-seat SaaS taxes when compiled Rust + Nuxt runs your entire company on a €14 VPS with 100% code ownership? Works with Vue or React (no Svelte).

The €14/month thesis: Replace Vercel, Supabase, Auth0, and Redis with bare-metal Docker & PostgreSQL 17
Compiled Rust backend: 15,000 req/sec on 38MB RAM with Axum & Loco.rs
Frontend pragmatism: Clean reactive architectures in Vue 3 or React/Next.js (and why Svelte is avoided for complex apps)

3.0 Hours · 1 Deep Blueprint Module · 3 LessonsFounder & Engineer Friendly

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Coming soon

Planned: Late 2026

Private AI on Your Own Servers: Keep Company Data Off Big Tech Clouds

Run local speech-to-text, neural voice synthesis, and private document search on your own dedicated server with zero bytes leaving your physical custody.

Zero external data transmission: Process audio, text, and customer records entirely on your private server
Self-hosted Fast-Whisper: High-speed speech-to-text without per-minute cloud bills
Private vector memory: Encrypted PostgreSQL 17 + pgvector search behind your own firewall

2.5 Hours · 1 Deep Blueprint Module · 3 LessonsFounder & Engineer Friendly

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On Udemy

ChatGPT for Real Work: Stop Prompting Like a Robot

No "marketing magic" or prompt guru fluff. A practical 2-hour executive guide to delegating everyday business operations, customer emails, and document analysis without wasting hours.

$12.99on Udemy★ 4.8 (3)

Cut the corporate BS: How to prompt for specific, usable business output instead of generic robotic fluff
Practical delegation: Turn messy meeting transcripts and brain-dumps into structured action items
Marketing without cringe: Draft honest copy, landing page hooks, and customer emails that real people actually read

2 Hours 9 Min · 6 Sections · 32 LecturesAll Levels (No Coding Required)

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