AI-Taught Engineering Bootcamp

Your AI editor becomes your private engineering instructor

Paste one prompt. Get a tutor that remembers how you learn, adapts to your level, and builds proof of how you think.

Start Free → See Leaderboard →
Paste this in your AI editor
> Read https://www.upsk.to/skill.md and follow the instructions

6 skills. Free to start. No credit card.

Works with Claude Code, Codex, and Cursor

I'm a Student

Learn engineering skills with a private AI instructor that adapts to your level.

  • Free to start — no credit card
  • 6 skills covering real engineering challenges
  • Evidence-based scoring across 5 dimensions
Start Learning →

I'm from a College

See how your students think, not just what they scored.

  • Evidence-based analytics for every student
  • Adaptive teaching that scales to any batch size
  • Placement-ready reports with proof
Contact Us →
What is this?

Not what you think

upsk.to is not another AI tool. It turns your AI editor into a private engineering instructor.

Not a chatbot

Your instructor runs inside your AI editor. It doesn't reset between conversations — it picks up where you left off.

Not a video course

No pre-recorded lectures. Your AI teaches through conversation, adapts in real time, and meets you where you are.

Not a quiz platform

You're scored on how you think, not what you memorize. Every score has evidence from what you actually said and did.

Your AI Editor → paste prompt → AI becomes instructor → teaches + scores → evidence profile
How it works

Three steps. One prompt.

Your AI editor handles everything else.

01

Open your AI editor

Claude Code, Codex, or Cursor — any AI-powered IDE.

02

Paste one prompt

Copy the prompt below into your editor. That's it.

Read https://www.upsk.to/skill.md and follow the instructions
03

Learn by doing

Your instructor adapts, remembers your progress, and scores your reasoning across five dimensions.

The curriculum

Six skills. Start with the foundation.

Start free with System Design Launchpad, then continue into other Launchpad skills as your app foundation unlocks them.

System Design Fundamentals
Design real systems with explicit tradeoffs, failure handling, and scaling constraints.
Start here
Debugging & Incident Response
Debug through evidence, not intuition. Reproduce, isolate, root-cause, fix.
After foundation
Decomposition & Execution Planning
Break complex projects into staged execution plans that actually ship.
After foundation
Production Readiness
Think in reliability, rollout safety, observability, and operational constraints.
After foundation
AI-Augmented Engineering
Use AI as leverage without losing engineering judgment or independence.
After foundation
Technical Communication
Communicate architecture and decisions so teams can execute without ambiguity.
Free to start
How you're scored

Evidence-based scoring

Five dimensions. Every score backed by what you actually said and did.

Dimension Scores
Tradeoff Reasoning4.6/5
Debugging Methodology4.2/5
Security Awareness4.5/5
Production Thinking4.4/5
Communication Clarity4.8/5
“Identified open redirect vulnerability unprompted and proposed domain allowlisting as mitigation.”
Module 03, Security Awareness (4.5/5)
“Chose async writes for latency but added idempotency keys to prevent duplicate side effects under retry storms.”
Module 04, Tradeoff Reasoning (4.6/5)
“Explained caching invalidation tradeoffs to the team lead using a concrete TTL vs event-driven comparison.”
Module 07, Communication Clarity (4.8/5)
Adaptive memory

It remembers you

Your instructor learns how you learn. Come back tomorrow — it picks up where you left off.

Session 1 — Module 3
Instructor
Let's talk about how services validate incoming data. What's input validation?
You
I'm not sure.
Instructor
Think of it like a bouncer at a club — checks your ID before you get in. The server checks every request before processing it. If data looks wrong, it rejects it at the door.
You
So it filters bad requests early?
Instructor
Exactly. Now what happens if the bouncer lets everyone in?
Session 2 — Module 4
Instructor
This module introduces JWT. You haven't seen it yet, so think of a JWT like a passport. You show it at every checkpoint, and the server reads it instead of asking who you are again.
You
So the server stays stateless and reads the passport each time?
Instructor
That's stateless auth in one sentence. You got it.
Adaptive memory: Your instructor noticed you learn best with physical-world analogies. It keeps using them — across sessions, across skills.
Live rankings

Leaderboard

Student rankings refresh about every 15 minutes. Scroll through public profiles from students already building proof.

Students
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Shareable proof

Your public profile

Proof appears while skills are in progress. Badges appear only after full skill completion.

Start free. One prompt. Six skills.

Paste this in your AI editor. It does the rest.

Read https://www.upsk.to/skill.md and follow the instructions
Get Started →

Works with Claude Code, Codex, and Cursor

Get started

One prompt to begin

Paste this prompt in your AI editor. It does the rest.

Free

Start free with System Design Launchpad, then continue into other Launchpad skills as your app foundation unlocks them. Log in with GitHub.

Read https://www.upsk.to/skill.md and follow the instructions

College Access

Your college provides full access to all packs across all 6 skills. Same prompt — just log in with your college GitHub.

Read https://www.upsk.to/skill.md and follow the instructions
FAQ

Common questions

The most common questions from students starting out.

The agent assumes I already know something. What do I do?
Just ask. Say "I don't know what that means — explain it from scratch." Your instructor adapts, but it can't read your mind. If it skips ahead, pull it back. That's not a failure — that's how the system learns your level.
The agent didn't tell me if my answer was right. How do I know?
Ask directly: "Was that correct? What could I improve?" The agent won't always volunteer feedback unprompted. The best learners here don't wait — they ask "Is this good enough for production?" or "What's the gap between my answer and a senior engineer's?"
What if the agent gives me a different experience than what's shown here?
That's expected. Every session adapts to you — your level, your pace, your style. The examples on this page show one possible path. Your path will look different, and that's the point. If something feels off, tell the agent what you need.
How do I get the most out of this?
Ask better questions. Don't wait for the agent to guide every step. Challenge it: "Why this approach over that one?" "What breaks if I skip this?" "Score my reasoning." The students who learn fastest are the ones who treat the agent as a sparring partner, not a lecturer.
Is this just another AI chatbot?
No. Your instructor remembers your past sessions, tracks what concepts you've seen, scores your reasoning across five dimensions, and builds an evidence-backed profile. It doesn't reset between conversations — it picks up exactly where you left off.
Do I need to be an experienced developer to start?
No. System Design Launchpad is designed for anyone who can open an AI editor, and it builds the app foundation used by the other tracks. The agent adjusts to your level. If you're a beginner, say so — it'll teach from the ground up. If you're experienced, it'll skip what you know and push harder.