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From Vibe Coder to AI Engineer

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Broken Code

Master security, compliance, testing, and deployment. 11 courses built from real production systems — not theory.

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Who is this for?

Vibe Coders

You prompt AI to generate code, but can't debug it, deploy it, or explain how it works. You need the engineering skills to go from "it works on my machine" to production.

Solo Founders

You're building a product with AI tools but skipping security, testing, and compliance. One breach or one legal issue could end your startup before it starts.

Developers Adding AI

You know how to code but haven't shipped AI-powered software to production. You need patterns for AI architecture, testing AI outputs, and deploying responsibly.

Not another theory course

Built from a real production SaaS — not contrived examples
98-point ship readiness checklist used on every deploy
Red team security tested — real attack vectors, real fixes
EU GDPR + AI Act compliant — built for European standards

How it works

1

Pick a course

Choose a single course or get the complete bundle. Instant access after purchase.

2

Learn by building

Every lesson is based on real production code. Follow along and build something that actually ships.

3

Get certified

Pass the course exam and earn a verifiable certificate you can share on LinkedIn.

Bundles

Save up to 70%
Best Value
$681 -74%
$179

The Complete AI Engineer

All courses. One price. Lifetime access.

Early Access
11 All individual courses includedAI-First ArchitectureSecurity for AI EngineersAI-Powered Testing+8 more
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$216 -45%
$119

Engineering Fundamentals Pack

Architecture + Security + Testing + Deployment. The core four.

Early Access
AI-First ArchitectureSecurity for AI EngineersAI-Powered TestingProduction: Ship on Cloudflare
Get the Bundle
$117 -32%
$79

Get Started Pack

Architecture + Claude Code + Ship It. Your first 3 courses.

Early Access
AI-First ArchitectureClaude Code: From Zero to ProductionShip It: From Checklist to Revenue
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All Courses

11 courses
Popular
$59

Security for AI Engineers

Your AI writes code. Who checks for vulnerabilities?

Early Access
OWASP Top 10 for AI CodeAuth & JWT SecurityRow-Level SecuritySQL Injection Prevention+2 more
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New
$69

Compliance & Privacy Engineering

GDPR is not a cookie banner. Learn what it actually means.

Early Access
GDPR for EngineersData Processing AgreementsPrivacy by DesignEU AI Act Compliance+3 more
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Popular
$69

Claude Code: From Zero to Production

The unofficial advanced guide. Way beyond the basics.

Early Access
Claude Code Setup & Advanced ConfigCLAUDE.md Hierarchy (root + sub-dirs)Custom Skills — Build Your Own CommandsHooks — Pre/Post Triggers That Enforce Rules+8 more
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New
$59

Build with the Claude API

From API key to production app. The complete integration guide.

Early Access
API Authentication & SetupStreaming Responses (SSE)Tool Use & Function CallingMulti-Turn Conversations+6 more
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New
$69

MCP: Model Context Protocol

Connect Claude to everything. The protocol that changes how AI tools work.

Early Access
What MCP Is (and Why It Matters)Building Your First MCP ServerResources — Expose Data to ClaudeTools — Let Claude Take Actions+6 more
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$79

AI Agent Architecture

Build agents that actually work. Not toy demos.

Early Access
Agent vs Chatbot — The Architecture DifferencePlanning Loops & ReAct PatternTool Orchestration — Multi-Step WorkflowsError Recovery & Graceful Degradation+6 more
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$49

AI-First Architecture

Stop building spaghetti. Start with structure.

Early Access
Project Scaffolding for AICLAUDE.md & Constraint FilesConstitutional PrinciplesDirectory Conventions+1 more
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$49

AI-Powered Testing

Manual testing is not testing. Automate or regret.

Early Access
Test-Driven AI DevelopmentUnit Test GenerationIntegration TestingE2E with Playwright+2 more
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$59

Production: Ship on Cloudflare

From localhost to global edge. Zero infrastructure, zero excuses.

Early Access
Docker & Local Dev EnvironmentCloudflare Workers — Edge FunctionsD1 — SQLite at the EdgeKV, R2, Queues — Storage & Messaging+7 more
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$59

Ship It: From Checklist to Revenue

The 98-point checklist + the playbook to launch and sell.

Early Access
The 98-Point Ship Readiness Checklist — Every item you must verify before real users touch your codeLegal Readiness — Terms of Service, Privacy Policy, DPA, cookie consent, EU compliance templatesSecurity Audit — OWASP scan, auth review, rate limiting, header verification, penetration test prepPerformance Testing — PageSpeed 100 target, Core Web Vitals, bundle optimization, image compression+8 more
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$79

Building SaaS with AI

From zero to paying customers. With AI as your co-founder.

Early Access
Multi-Tenant ArchitectureStripe Billing IntegrationRole-Based Access ControlReal-Time Features+2 more
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Marc Friborg Bersang — Founder of CoreMind Systems

Your instructor

Marc Friborg Bersang

Founder & Technical Director at CoreMind Systems

A decade of hands-on technical experience — from installing security systems in critical infrastructure (finance, aviation, defense) to leading a team managing a large client portfolio, to building a full-stack SaaS platform from scratch. Every course is based on systems I built and shipped to production: React, FastAPI, PostgreSQL with Row-Level Security, Stripe payments, Docker, Cloudflare Workers, and AI integration — all EU GDPR and AI Act compliant.

LinkedIn ↗ GitHub ↗ Full bio ↗

Frequently Asked Questions

Do I need programming experience?

No. These courses are designed for the AI era — whether you write code yourself or use AI to generate it. What matters is learning to think like an engineer: understanding architecture, security, testing, and deployment so you can ship reliable software. If you can prompt AI to write code, we'll teach you to make sure that code actually works in production.

Is the content finished?

We're in Early Access. Course content is actively being developed and published. Purchase now to lock in the early access price — you get lifetime access and all future updates at no extra cost.

What if I can't access my courses?

If there's a verified technical issue on our end preventing access, or a billing error, we'll make it right. All sales are otherwise final. Refund policy.

How long do I have access?

Forever. This is a one-time purchase with lifetime access. No subscription, no recurring fees. You also get all future updates to the courses you've purchased.

Are there video lessons?

Courses are text-based with code examples, interactive exercises, and projects you build. We focus on practical, copy-paste-ready code rather than hour-long videos you watch at 2x speed.

Can I get a certificate?

Yes. Each course has an exam (80% passing score). Pass it and you get a verifiable certificate with a public URL you can share on LinkedIn or with employers.

What's the refund policy?

All sales are final. As digital content delivered immediately, you waive your right of withdrawal at checkout (EU Directive Art. 16(m)). We refund only for verified technical issues or billing errors. Refund policy.

Why not just learn from YouTube for free?

You absolutely can — and you should use free resources too. The difference here is structure, depth, and production-readiness. These courses are based on a real SaaS platform with paying customers, not toy examples. You get the exact patterns, checklists, and architecture decisions that work in production.

Instant Digital Delivery

Immediate access after purchase. Lifetime updates included. All sales are final. Refund policy.

Ready to ship production code?

11 courses. Exams. Certificates. Lifetime access. One price.

Get the Complete Bundle — $179

Lifetime updates · Instant access · EU compliant