How long does a lab take to generate?

~5 minutes end-to-end. You watch it build live — Qube streams the lesson list, then writes each lesson with code, video, and exercises.

How accurate is the lab content?

Labs are generated against current, non-deprecated services and API versions. And you can run every lab's code yourself — in our AWS sandbox on the Pro plan, or in your own environment — so you validate it hands-on rather than taking our word for it.

How is this different from searching YouTube or Google?

Instead of spending hours searching, filtering, and organizing resources, Qube creates a structured lab with the right progression, vetted resources, and practical code examples — all tailored to exactly what you want to learn.

What's the difference between Career Intelligence and Labs Studio?

Career Intelligence tells you what to learn next. Labs Studio is how you learn it. They share one skill profile, so completing labs updates the readout — pick a target role, see your ranked gaps, click directly into a matching lab.

Is there a free tier?

Yes. The free tier gives you 2 beginner labs generated by Qube, with no credit card required. Career Intelligence includes 3 free analyses every month — readiness score and gap analysis included — with unlimited analyses on paid plans. Pro unlocks unlimited lab generation at every level.

Who is CloudaQube designed for?

CloudaQube is built for working engineers and career-switchers who want practical tech learning — not passive video watching. Whether you're starting your cloud training journey or exploring AI labs and new tooling, the platform adapts to your level and goals.

Do I need to install anything?

No. CloudaQube is entirely web-based. You can copy lab code into your own environment, or run it in our AWS sandbox on the Pro plan.

For working engineers·100K+ tech roles cut in 2026 — the skills bar keeps rising

Your tech skills have a shelf-life. Close the gap before the market does.

Today you're training forDevOps / Platform Engineer.

Describe what you want to learn and get a hands-on lab, built for you — then see exactly what's missing for the role you want next.

2 labs freeNo credit cardLab ready in ~5 minutes

Sample · live product preview

cloudaqube · ai labs studio

generating · 4m 12s

You

Teach me production EKS — blue-green deploys, IAM IRSA, and observability with Prometheus. I'm comfortable with Docker, new to Kubernetes operations.

Qube · building your lab

Production-grade EKS deployment

01Provision an EKS cluster with managed node groups· writing now
02Wire IAM Roles for Service Accounts (IRSA)
03Deploy a sample service behind an ALB Ingress
04Add Prometheus + Grafana via Helm
05Set up blue-green deploys with Argo Rollouts
06Configure alert rules and SLO burn-rate alerts
+8more lessons

lesson 01 · cluster.tfwriting

CodeTerraform · Helm

Video4 vetted clips

RuntimeReal AWS sandbox

Building6/16 lessons

Engineers preparing for roles at

AmazonGoogleJPMorganMicrosoftWalmartMetaCapital OneStripeDisneySnowflakeUnitedHealthNetflix

The problem

The skills most engineers ship with. The ones you don't have yet.

Docker, AWS, and Kubernetes are the floor now — not a niche. It's rising against engineers who haven't shipped them yet.

$133K

median annual wage for US software developers — the role most cloud and DevOps engineers map to

source · BLS OEWS, May 2024 →

71%

of professional developers use Docker in production — up ~17pts year-over-year, the largest single-year jump tracked

source · Stack Overflow Dev Survey 2025 →

43%

of professional developers work with AWS — still the most-used cloud platform among engineers

source · Stack Overflow Dev Survey 2025 →

29%

of professional developers use Kubernetes — up from 21% the year before, as cloud-native goes mainstream

source · Stack Overflow Dev Survey 2025 →

What you can do here

Labs Studio

Describe a topic. Get a working lab in minutes.

Try Labs Studio

cloudaqube · ai labs studio

generating · 4m 12s

You

Teach me production EKS — blue-green deploys, IAM IRSA, and observability with Prometheus. I'm comfortable with Docker, new to Kubernetes operations.

Qube · building your lab

Production-grade EKS deployment

01Provision an EKS cluster with managed node groups· writing now
02Wire IAM Roles for Service Accounts (IRSA)
03Deploy a sample service behind an ALB Ingress
04Add Prometheus + Grafana via Helm
05Set up blue-green deploys with Argo Rollouts
06Configure alert rules and SLO burn-rate alerts
+8more lessons

lesson 01 · cluster.tfwriting

CodeTerraform · Helm

Video4 vetted clips

RuntimeReal AWS sandbox

Building6/16 lessons

cloudaqube · career intelligence

sample

Target role

Staff SWE — Backend

levels.fyi · 2 quick wins available

Readiness

64%

System DesignHigh gap~20 h to close

Distributed SysLow gap~8 h to close

PostgreSQLLow gap~4 h to close

GoCovered—

gRPCCovered—

+12 more skills analysedSee full report →

Career Intelligence

Pick a role. See exactly what's missing.

See your career analysis

What you can learn right now

Real courses, not a syllabus PDF.

Every card below is live — built from the same catalog that feeds Labs Studio and Career Intelligence.

Don't see what you're after? Explore the full catalog or just describe it in Labs Studio.

Targeted Career Preparation

Role-Based Pathways.

Don't just memorize vocabulary for a keyword search. Validate the actual skills required to run these platforms in production. Each pathway is a guided prep course — and any gap it surfaces can become a hands-on lab in Labs Studio.

Compare yourself to target roles in real-time.

Pick a role to see a sample analysis — free, no signup.

Target role

DevOps Engineer

$169K (p75) · BLS OEWS, May 2024 release

Sample readiness

78%

GitOps / Argo CDLow gap~6 h to close→GitOps with Argo · 9 lessons
SLO alertingHigh gap~12 h to close→SLO burn-rate alerts · 6 lessons
Container securityLow gap~5 h to close→Container security with Trivy · 8 lessons
DockerCovered

Your move

Run this analysis on your own profile and generate a custom lab targeting your highest gap — both free, no card.

Run it on my profile · free

Common questions

Before you start.

Describe what you want to learn in plain English. Qube — our AI — generates a hands-on lab with 10–20+ lessons, each with working code (Terraform, YAML, Python), curated YouTube tutorials, step-by-step instructions, and helpful hints. Qube tailors content to your skill level and goals.

Still have questions? Contact us

Begin

Pick a target role. We'll show you the gap.

Two free labs, no card. Career Intelligence gives you 3free analyses every month — the labs you build with it are what you pay for, when you're ready.

Start free — 2 labs, no card See pricing

No credit card2 labs includedCancel anytime

Your tech skills have a shelf-life. Close the gap before the market does.

The skills most engineers ship with. The ones you don't have yet.

Describe a topic. Get a working lab in minutes.

Pick a role. See exactly what's missing.

Real courses, not a syllabus PDF.

Cloud & Infrastructure

DevOps & Containers

Gen AI & Machine Learning

Security

Role-Based Pathways.

Compare yourself to target roles in real-time.

Before you start.

Pick a target role. We'll show you the gap.