New · Frameworks lab: 7 frameworks, 63 runnable lessons

Master GenAI.
Build real apps. Ship to the cloud.

One platform where you describe an idea and get a working, deployed GenAI application — then go deeper with hands-on labs for Python, data, and AI engineering. Everything runs live in your browser.

Runnable examples · No local setup · Progress tracked per user

Generate for, and deploy to
Anthropic OpenAI LangChain LlamaIndex CrewAI LangGraph LangSmith Google ADK AWS Bedrock NeMo Guardrails RAGAS AWS · GCP · Azure
Build with AI

From an idea to a running application

Four tools that turn AI from something you read about into something you ship.

Aisure Studio

Describe the app you want. Studio compiles it into a reviewable AppSpec, generates a complete project across six frameworks, validates it in a sandbox, and deploys it — locally or to AWS, GCP, or Azure.

6 frameworks 3 clouds Sandbox validation 1-click deploy
🧩

Claude Skills

Learn what Agent Skills are, author your own SKILL.md with bundled scripts, lint it against best practices, then run it live in the Playground — with optional web search — and export a ready-to-use folder.

Author & lint Live playground 28 starter skills Export
🐙

GitHub Repos

Open any repo and let an AI tutor explain the codebase, give a guided tour, answer questions, review a pull request, or draw the architecture and DevOps flow as diagrams.

Explain & tour PR review Architecture diagrams Private repos
🧱

Frameworks

Learn a GenAI framework properly: the concept, then real code you run against the installed library, then deploy the finished app through Studio. Seven frameworks, every lesson runnable offline with no API key.

LangChain LangGraph Bedrock Google ADK RAGAS
Where to start

Pick the role you are building toward

There is a lot here. Choose a role and follow the order — each step is a lab on this site, and the path tells you what to skip.

Certify

Turn what you learned into something you can show

Every learning path has an assessment behind it. Pass one and you get a certificate with a link anyone can verify — and, if you want it, a route to real job openings.

1

Sit a real assessment

Multiple-choice questions plus coding tasks that are actually executed and scored against hidden test cases. Not a quiz you can guess your way through.

2

Get a verifiable certificate

Results are reviewed before release. Yours comes with a public link, so an employer can confirm it is genuine in one click — no PDF anyone could fake.

3

Be put forward for roles

Opt in, add a short profile, and your certificates are matched against openings that recruiters post here. Strong matches are sent to the recruiter for you.

You are in control. Job matching is entirely opt-in. Nothing about you is shared with a recruiter unless you switch it on, and every shortlist is reviewed by us before it goes anywhere. Turn it off at any time and you keep the certificate regardless.
How it works

Intent in. Deployed app out.

The Studio pipeline, end to end — every stage reviewable, nothing hidden.

1

Describe

Write what the app should do. Pick RAG, chatbot, agent, or multi-agent — or let it infer.

2

Review the spec

Get a framework-agnostic AppSpec you can edit as a form or raw JSON before any code exists.

3

Generate & validate

A complete project is generated, then booted in a sandbox with a real smoke test.

4

Deploy

Ship locally or to AWS App Runner, Google Cloud Run, or Azure Container Apps.

11
Hands-on labs
127
Lessons & interview topics
7
GenAI frameworks, hands-on
3
Clouds, one click
Learn by doing

Labs that run, not slides that don't

Every concept is executable. Write code, hit run, see tables, charts, and output instantly.

🔬

Data Analytics Lab

22 libraries across the seven stages of a real analytics workflow, on sample datasets.

22 tools · 7 stages · 3 capstones
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Core Python Skills

From variables and control flow to OOP, file I/O, regex, and the standard library.

20 lessons · 7 stages
💼

Python Engineer Interview

Language internals, design patterns, concurrency, testing, and system design.

22 topics · 7 domains
🤖

Generative AI Interview

Embeddings, transformers, RAG, prompting, agents, evaluation, and LLMOps.

22 topics · 7 domains
🏛

Architecture Room

Interactive diagrams for RAG, agentic and multi-agent systems, event-driven design.

Interactive diagrams
📚

Reading Room & Video Library

Curate articles and talks into your own searchable, categorized learning library.

Curated · Searchable
AI headlines

What happened in AI this week

Not our writing — a daily pull from the AI press, refreshed each morning. Every headline links straight to the publisher; we only ever show the headline and where it came from.

Start building in the next five minutes

Create an account and go straight from an idea to a running GenAI app — no local setup, nothing to install.