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.
const res = await fetch("/api/users");
const data = await res.json();
return data.filter(u => u.active);—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.
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 Days. 14 Projects. 1 New Career.
Each day bridges a concept you know to its AI equivalent.
Week 1 — Build AI Products
Week 2 — Ship AI to Production
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.