Your Code Skills Are
80% of the Way to AI
Skip the 6-month ML detour. Bridge your existing software engineering skills to AI engineering in 14 hands-on days. No fluff, no theory dumps — ship real AI projects from Day 1.Bring your own OpenAI API key for hands-on exercises & AI tutor.
24 lessons · 45+ interactive widgets · Hover to pause
—engineers started their transformation
You Already Know This → Now Learn This
Same fetch() call — different endpoint. You already know 80% of this.
Instead of matching characters, match meaning. SELECT becomes cosine similarity.
You write expect(). Now write eval() — same TDD mindset, new assertions.
Your pipeline gains a model registry, prompt versioning, and cost dashboards.
Built for Engineers, Not Beginners
We respect your time and your existing knowledge.
Bridge-First Learning
Every AI concept is taught as a delta from something you already know. No starting from zero.
Ship Every Day
Deploy a real AI project each day. Build a portfolio of 14 deployed AI apps by Day 14.
AI-Powered Tutor
A Socratic AI sidebar that asks the right questions, never gives direct answers.
Interactive Playgrounds
Code in your browser. No local setup. Prompt Lab, RAG Builder, Agent Designer — all built in.
See What a Lesson Looks Like
Interactive challenges, AI tutor, boss fights — not passive video lectures.
Interactive Challenges
Code in-browser with Sandpack. Real editors, real output.
Boss Challenges
Harder problems that test mastery. Only the top pass.
AI Tutor Sidebar
Socratic AI that asks questions — never gives answers directly.
Confidence Tracking
Rate yourself before & after. Watch your growth delta.
45+ Interactive Widgets
Token playgrounds, vector visualizers, RAG animators, and more.
Discussion Threads
Ask questions, share insights, and learn with the community.
Try Before You Start
These are real interactive widgets from the lessons. Go ahead — play with them.
Type text and see how LLMs tokenize it in real-time
This is just 3 of 45+ interactive widgets. Every lesson has hands-on visualizations like these.
Built for Every Type of Engineer
No matter your specialization, your skills transfer to AI.
Frontend Devs
AI-powered UIs with streaming, chat interfaces, and smart components
Days 1, 6, 13
Backend Engineers
RAG pipelines, AI agents, function calling, and multi-model APIs
Days 2–5, 7
DevOps / SREs
LLMOps, observability, cost routing, security guardrails, and AI evals
Days 8–12
Tech Leads
AI strategy, build-vs-buy, adding AI to existing apps, team upskilling
Days 13–14
14 Free Days. 10 Premium Days. Job Ready.
Each day bridges a concept you know to its AI equivalent. Start free — go premium to become job ready.
Week 1 — Build AI Products
Ship: AI code review tool
Ship: Semantic search engine
Ship: Document Q&A system
Ship: AI assistant with live tools
Ship: Research automation agent
Ship: Receipt scanner + streaming chat
Ship: AI docs assistant (portfolio piece)
Week 2 — Ship AI to Production
Ship: Eval suite for your RAG app
Ship: Hardened AI endpoint
Ship: Multi-model router with caching
Ship: Observable AI pipeline
Ship: Decision framework + fine-tuned classifier
Ship: AI features in an existing Next.js app
Ship: AI codebase Q&A (portfolio centerpiece)
Week 3 — Advanced AI Engineering
Premium — Become Job ReadyShip: Multi-agent research team
Ship: Production RAG with hybrid search
Ship: 3 AI system design solutions
Ship: AI product spec + prototype
Ship: Voice-powered AI assistant
Week 4 — Capstone & Career
Premium — Become Job ReadyShip: Complex AI workflow with branching
Ship: Self-hosted model with API endpoint
Ship: AI internal tool for your team
Ship: Multi-agent system (portfolio piece)
Ship: Complete AI portfolio + resume
Unlock Advanced Interactive Widgets
10 premium days include production-grade interactive visualizations you won't find anywhere else.
Multi-Agent Crews
Watch AI agents collaborate in real-time
AI System Design
Interactive system design canvas for interviews
Workflow Graph Builder
Build AI workflow graphs visually
One-time payment. Lifetime access. 30-day money-back guarantee.
Your Before → After
14 days. Same engineer. Completely new capabilities.
How We Compare
Not another passive video course.
| Feature | AIE14D | Udemy / Coursera | YouTube Tutorials | Bootcamps ($$$) |
|---|---|---|---|---|
| Completely Free | ||||
| Bridge-First Learning | ||||
| Ship Projects Daily | ||||
| Interactive Playgrounds | ||||
| AI Tutor Sidebar | ||||
| Boss Challenges | ||||
| Spaced Repetition | ||||
| Knowledge Graph | ||||
| Community Feed | ||||
| Leaderboard |
What Engineers Are Saying
“I spent months trying Coursera ML courses. This clicked in 3 days because everything mapped to what I already knew.”
Sarah K.
Senior Backend Engineer · Fintech Startup
Live from the Community
Real engineers. Real progress. Updated in real-time.
Alex M.
Completed Day 7 Capstone
Jessica L.
5-day streak 🔥
Raj P.
Defeated Boss Challenge: RAG
Emily C.
Shipped AI Code Review Tool
Daniel K.
Completed Day 14 — Full Course!
Maria S.
10-day streak 🔥🔥
Where Do Your Skills Transfer?
Your SWE skills already cover more than you think.
5 questions. 60 seconds. See exactly where your SWE skills transfer.
Frequently Asked Questions
Ready to Bridge the Gap?
Join thousands of software engineers who are adding AI to their toolkit. Free. Interactive. Start in 60 seconds.
No credit card. No sign-up required to explore. Just start.