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Engineering Learning Studio

Software Engineering & Cloud Studio

Practical software engineering and cloud skills for builders — full-stack SaaS development, AWS/Azure/GCP cloud architecture, systems and enterprise programming languages (C++, Rust, Go, Java, C#), mobile app development, API design, and DevOps workflows. Interactive tools that generate real, production-ready code and blueprints.

Full-Stack DevelopmentCloud (AWS/Azure/GCP)SaaS ArchitectureMobile DevelopmentAPI DesignDevOpsSystem Design
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Studio Overview
What's covered in the Software Engineering & Cloud Studio and how to use it
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Interactive System Map
Click through the full system architecture, live

Dev Tools

7
SaaS Builder LabLIVE

Interactive 8-step wizard to build a full-stack AI-powered SaaS — enter your own idea, get personalized SQL schema, file structure, .env templates, git commands, and a complete launch blueprint. Covers Next.js 15, Supabase, Groq AI, and Vercel. No API key needed.

Next.js 15SupabaseGroq AISaaSFull-StackNo API Key
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API DesignerLIVE

Design and document REST and GraphQL APIs visually. Define endpoints, request/response schemas, authentication methods, and error codes. Export as OpenAPI 3.0 spec or Postman collection.

RESTGraphQLOpenAPIPostman
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System Architecture PlannerLIVE

Plan your software architecture visually — microservices, monoliths, event-driven systems. Select components, draw data flows, and export as a shareable diagram with technology annotations.

ArchitectureMicroservicesSystem DesignDiagrams
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Database Schema DesignerLIVE

Visual ERD builder for PostgreSQL, MySQL, and SQLite. Define tables, relationships, indexes, and constraints. Auto-generate migration SQL and ORM models for Prisma, Drizzle, and TypeORM.

PostgreSQLERDPrismaMigrations
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SQL Query PlaygroundLIVE

Write and run real SQL against an in-browser sample database — no server, no signup. Supports SELECT, WHERE, ORDER BY, LIMIT, and INNER JOIN, with example queries to load and modify.

SQLSELECTJOINPractice
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UML Class Diagram CreatorLIVE

Build UML class diagrams visually — add classes with attributes and methods, draw association/inheritance/composition/aggregation relationships, and export as Mermaid class diagram syntax.

UMLClass DiagramMermaidOOP
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Docker Compose VisualizerLIVE

Build a multi-container architecture visually — add services, wire up depends_on relationships, and export a real docker-compose.yml. Includes web+DB+cache and microservices+gateway starter templates.

DockerComposeContainersMicroservices
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Dev Calculators

3
Algorithm Complexity ReferenceLIVE

Interactive Big-O time and space complexity reference for 27 algorithms and data structures — sorting, searching, graph traversal, trees, and hash tables. Filter by category, sort by complexity, with growth rate comparison chart.

Big-OAlgorithmsData StructuresInterview Prep
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Regex TesterLIVE

Live regular expression tester with match highlighting, capture group display, and a 12-pattern library (email, IP, UUID, date, hex color, Docker image, env vars). JavaScript RegExp engine. Matches update as you type.

RegexRegExpPattern MatchingJavaScript
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JWT Token InspectorLIVE

Decode and inspect JSON Web Tokens. View the header algorithm (HS256/RS256/ES256), all payload claims with human-readable timestamps, expiry status badge, and algorithm security guidance. 100% client-side — no data sent anywhere.

JWTOAuth2AuthenticationRFC 7519
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Knowledge Articles

21
Building a Full-Stack SaaS with Next.js 15, Supabase, and Groq AI
12 min read
🔐
Row Level Security in Supabase: The Complete Guide to Multi-Tenant Data Isolation
9 min read
⚛️
Next.js 15 App Router Patterns Every Developer Should Know
8 min read
🔌
REST API Design Best Practices for Modern Web Applications
10 min read
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System Design Interview Guide: Architecture Patterns and Trade-offs
14 min read
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CI/CD with GitHub Actions: From Code Push to Production in Under 5 Minutes
7 min read
🔷
TypeScript Advanced Patterns for Engineers
8 min read
⚛️
React State Management: Zustand vs Redux Toolkit
7 min read
🐳
Docker & Kubernetes Fundamentals for Software Engineers
10 min read
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Database Design Patterns: SQL, NoSQL, and NewSQL
9 min read
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Web Security in Practice: OWASP Top 10 for Engineers
11 min read
Frontend Performance Optimization: Core Web Vitals
9 min read
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GraphQL API Design Best Practices
10 min read
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Microservices Communication Patterns
12 min read
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Python Automation for Engineers: Scripts That Save Hours
8 min read
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SDLC & Agile Methodology: From Waterfall Phases to Scrum in Practice
9 min read
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Software Testing & Test-Driven Development: The Testing Pyramid, TDD, and What Actually Works
9 min read
☁️
Cloud Computing for Engineers: AWS vs Azure vs GCP Compared
13 min read
⚙️
Systems Programming Languages for Engineers: C++, Rust, and Go Compared
12 min read
Java and C# for Engineers: Enterprise Object-Oriented Languages Compared
11 min read
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Mobile App Development for Engineers: Native iOS/Android vs Cross-Platform
11 min read
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Software Engineering Exam & Skills Prep

4/10 Live
LIVE
Exam Prep Overview — Software Engineering

Software engineering has no government license — competence is shown through demonstrated skill, a portfolio of shipped work, and (increasingly) cloud and platform certifications. This overview maps the foundational skills every engineer needs (data structures, web development, system design) plus the cloud-developer and DevOps certifications that carry weight in hiring, what each covers, and how to prepare.

OverviewRequirementsExam Strategies
LIVE
Software Engineering Fundamentals — Practice Exam

SWE Fundamentals prep: data structures & complexity, OOP/design patterns, Git, testing, SQL, HTTP/APIs, and engineering practices.

Interview PrepCS FundamentalsAlgorithms
LIVE
Web Development Fundamentals — Practice Exam

Web Dev Fundamentals prep: semantic HTML/a11y, CSS layout, JavaScript, the DOM, React, build tooling/performance, and full-stack concepts.

WebJavaScriptReact
LIVE
AWS Certified Developer – Associate (DVA-C02) — Practice Exam

AWS Developer – Associate (DVA-C02) prep: Lambda/serverless, DynamoDB & S3, IAM/Cognito security, API Gateway, SAM, CI/CD, and X-Ray.

AWSServerlessDynamoDB
COMING SOON
Microsoft Azure Developer Associate (AZ-204) — Prep

Azure Developer (AZ-204) prep: Azure Functions, App Service, Cosmos DB/Blob storage, identity, API Management, and event-driven solutions.

AzureFunctionsCosmos DB
COMING SOON
Google Cloud Professional Cloud Developer — Prep

GCP Professional Cloud Developer prep: Cloud Run/GKE, managed data stores, CI/CD, secure app design, and Cloud Operations monitoring.

Google CloudCloud RunGKE
COMING SOON
Certified Kubernetes Administrator (CKA) — Prep

CKA prep: the hands-on Kubernetes admin exam — cluster setup, workloads/scheduling, services & networking, storage, and troubleshooting.

KubernetesCNCFHands-on
COMING SOON
HashiCorp Certified: Terraform Associate — Prep

Terraform Associate prep: infrastructure-as-code concepts, the Terraform workflow, state, modules, providers, and Terraform Cloud.

TerraformIaCDevOps
COMING SOON
AWS Certified DevOps Engineer – Professional — Prep

AWS DevOps Pro prep: SDLC automation, IaC/config management, monitoring/logging, incident response, and resilient, secure operations.

AWSDevOpsCI/CD
COMING SOON
Oracle Certified Professional: Java SE Developer — Prep

Oracle Java SE Developer prep: Java language and OOP, generics/collections, streams & lambdas, concurrency, modules, and exceptions.

JavaOCPOracle

Downloads

1
💻
Software Engineering Reference
13 sections · Interactive Reader

Interactive 13-section software engineering reference covering SDLC/Agile, algorithms (Big O), system design (CAP theorem, SOLID), SQL/NoSQL databases, REST/GraphQL APIs, microservices, DevOps/CI-CD, AWS cloud architecture, OWASP security, testing, performance, and observability.

Algorithms Big OSystem DesignREST/GraphQLDevOps CI/CD
Open Reader →