About Course
About this course
AI-Assisted Software Development & Technical Product Ownership is a practical, learner-facing course for business owners and product owners who need to direct, inspect, test and launch modern software built with AI-assisted development workflows.
The course progressively builds and launches the AI Remote Site Survey & Pre-Estimate Copilot, a real commercial SaaS capstone. It emphasizes architecture, code reading, Git, Docker, APIs, databases, web and mobile development, AI, testing, security, CI/CD, deployment, operations and technical product ownership rather than syntax memorization.
The canonical course repository remains the source of truth. This Tutor LMS course is the learner-facing delivery copy.
What Will You Learn?
- Understand and supervise the complete lifecycle of an AI-assisted commercial SaaS product.
Course Content
Module 01 — Course Orientation & Technical Product Ownership
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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Why This Course Builds a Real Business
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Knowledge Check — Why This Course Builds a Real Business
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Technical Product Owner vs Developer vs AI Agent
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Knowledge Check — Technical Product Owner vs Developer vs AI Agent
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How to Judge Evidence, Risk and Completion
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Knowledge Check — How to Judge Evidence, Risk and Completion
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Capstone Lab: Course Orientation & Technical Product Ownership
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Module Quiz — Course Orientation & Technical Product Ownership
Module 02 — Capstone Problem, Customer, Validation & MVP
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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Remote Site Survey Customer Problem and Jobs-to-be-Done
00:00 -
Knowledge Check — Remote Site Survey Customer Problem and Jobs-to-be-Done
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MVP Boundary, Deferred Features and Success Metrics
00:00 -
Knowledge Check — MVP Boundary, Deferred Features and Success Metrics
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Validation Evidence, Pricing Hypotheses and First Design Partner
00:00 -
Knowledge Check — Validation Evidence, Pricing Hypotheses and First Design Partner
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Capstone Lab: Capstone Problem, Customer, Validation & MVP
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Module Quiz — Capstone Problem, Customer, Validation & MVP
Module 03 — Modern Software System Mental Model
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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From User Action to UI, Request, API and Database
00:00 -
Knowledge Check — From User Action to UI, Request, API and Database
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Frontend, Backend, Server, Database, Cache, Queue and Storage
00:00 -
Knowledge Check — Frontend, Backend, Server, Database, Cache, Queue and Storage
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Dependencies, Configuration, Logs and Environments
00:00 -
Knowledge Check — Dependencies, Configuration, Logs and Environments
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Capstone Lab: Modern Software System Mental Model
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Module Quiz — Modern Software System Mental Model
Module 04 — AI Tool Ecosystem & Cross-Tool Workflow
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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ChatGPT, Claude, Claude Code and Codex: Roles and Boundaries
00:00 -
Knowledge Check — ChatGPT, Claude, Claude Code and Codex: Roles and Boundaries
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Model Choice, Reasoning Effort, Context Windows and Cost
00:00 -
Knowledge Check — Model Choice, Reasoning Effort, Context Windows and Cost
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Research → Design → Implement → Verify → Handoff
00:00 -
Knowledge Check — Research → Design → Implement → Verify → Handoff
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Capstone Lab: AI Tool Ecosystem & Cross-Tool Workflow
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Module Quiz — AI Tool Ecosystem & Cross-Tool Workflow
Module 05 — VS Code Foundations
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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IDE vs Code Editor and the VS Code Interface
15:28 -
Knowledge Check — IDE vs Code Editor and the VS Code Interface
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Explorer, Search, Terminal, Problems, Output and Markdown Preview
00:00 -
Knowledge Check — Explorer, Search, Terminal, Problems, Output and Markdown Preview
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Source Control, Diffs, Extensions, Settings and Workspace Trust
00:00 -
Knowledge Check — Source Control, Diffs, Extensions, Settings and Workspace Trust
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Capstone Lab: VS Code Foundations
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Module Quiz — VS Code Foundations
Module 06 — Windows, WSL2 & Ubuntu Foundations
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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Windows vs Linux, WSL2 and Ubuntu
00:00 -
Knowledge Check — Windows vs Linux, WSL2 and Ubuntu
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Linux Filesystem, Paths and /home vs /mnt/c
00:00 -
Knowledge Check — Linux Filesystem, Paths and /home vs /mnt/c
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Shell, Processes, Ports, Environment Variables, Permissions and SSH
00:00 -
Knowledge Check — Shell, Processes, Ports, Environment Variables, Permissions and SSH
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Capstone Lab: Windows, WSL2 & Ubuntu Foundations
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Module Quiz — Windows, WSL2 & Ubuntu Foundations
Module 07 — Git Foundations — Local Version Control
Tutor LMS native Topic = canonical module. Canonical section: Product, Software Mental Model & Core Development Environment
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Repository, Working Tree, Staging Area, Commit and HEAD
00:00 -
Knowledge Check — Repository, Working Tree, Staging Area, Commit and HEAD
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status, diff, log, .gitignore and Ignored Files
00:00 -
Knowledge Check — status, diff, log, .gitignore and Ignored Files
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Branches, Switching, Merge, Tags and Local History
00:00 -
Knowledge Check — Branches, Switching, Merge, Tags and Local History
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Capstone Lab: Git Foundations — Local Version Control
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Module Quiz — Git Foundations — Local Version Control
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Capstone Milestone — Validated Product & Working Development Control Center
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Milestone Assessment — Product, Software Mental Model & Core Development Environment
Module 08 — UX, User Journeys & Requirements
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Contractor and Customer User Journeys
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Knowledge Check — Contractor and Customer User Journeys
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Wireframes, States, Errors and Edge Cases
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Knowledge Check — Wireframes, States, Errors and Edge Cases
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Acceptance Criteria and Technical Product Requirements
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Knowledge Check — Acceptance Criteria and Technical Product Requirements
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Capstone Lab: UX, User Journeys & Requirements
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Module Quiz — UX, User Journeys & Requirements
Module 09 — Architecture Fundamentals & Modular Monolith
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Separation of Concerns, Coupling, Cohesion and Interfaces
00:00 -
Knowledge Check — Separation of Concerns, Coupling, Cohesion and Interfaces
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Modules, Adapters, Providers and Reusable Components
00:00 -
Knowledge Check — Modules, Adapters, Providers and Reusable Components
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Modular Monolith vs Microservices and When Not to Split
00:00 -
Knowledge Check — Modular Monolith vs Microservices and When Not to Split
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Capstone Lab: Architecture Fundamentals & Modular Monolith
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Module Quiz — Architecture Fundamentals & Modular Monolith
Module 10 — API, Data & Integration Planning
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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REST Resource Design and Versioned API Contracts
00:00 -
Knowledge Check — REST Resource Design and Versioned API Contracts
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Data Model Planning, Relationships and Ownership
00:00 -
Knowledge Check — Data Model Planning, Relationships and Ownership
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Provider Abstraction, Events, Webhooks and Integration Boundaries
00:00 -
Knowledge Check — Provider Abstraction, Events, Webhooks and Integration Boundaries
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Capstone Lab: API, Data & Integration Planning
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Module Quiz — API, Data & Integration Planning
Module 11 — VS Code Advanced & Remote Development
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Remote – WSL, Correct Project Opening and Workspace Indicators
00:00 -
Knowledge Check — Remote – WSL, Correct Project Opening and Workspace Indicators
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Remote SSH, Remote Development and Remote Tunnels
00:00 -
Knowledge Check — Remote SSH, Remote Development and Remote Tunnels
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Multiple Windows, Multiple Projects, Workspace Settings and AI IDE Integrations
00:00 -
Knowledge Check — Multiple Windows, Multiple Projects, Workspace Settings and AI IDE Integrations
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Capstone Lab: VS Code Advanced & Remote Development
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Module Quiz — VS Code Advanced & Remote Development
Module 12 — Git Professional Local-First Workflow
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Local Git vs Remote Git, Remotes, clone, fetch, pull and push
00:00 -
Knowledge Check — Local Git vs Remote Git, Remotes, clone, fetch, pull and push
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Worktrees, Stash and Parallel Claude/Codex Sessions
00:00 -
Knowledge Check — Worktrees, Stash and Parallel Claude/Codex Sessions
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Local Checkpoints, Release Tags, Backups and Final Push Strategy
00:00 -
Knowledge Check — Local Checkpoints, Release Tags, Backups and Final Push Strategy
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Capstone Lab: Git Professional Local-First Workflow
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Module Quiz — Git Professional Local-First Workflow
Module 13 — GitHub as a Professional Remote Platform
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Private Repositories, Organizations, GitHub Team and Permissions
00:00 -
Knowledge Check — Private Repositories, Organizations, GitHub Team and Permissions
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Issues, Labels, Milestones, Discussions and Repository Settings
00:00 -
Knowledge Check — Issues, Labels, Milestones, Discussions and Repository Settings
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GitHub CLI, GitHub API, Repository Backup/Export and Security Surface
00:00 -
Knowledge Check — GitHub CLI, GitHub API, Repository Backup/Export and Security Surface
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Capstone Lab: GitHub as a Professional Remote Platform
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Module Quiz — GitHub as a Professional Remote Platform
Module 14 — Docker Fundamentals
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Docker Desktop, Engine, CLI, Images and Containers
00:00 -
Knowledge Check — Docker Desktop, Engine, CLI, Images and Containers
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Dockerfiles, Build Context, Layers, Cache and Registries
00:00 -
Knowledge Check — Dockerfiles, Build Context, Layers, Cache and Registries
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Ports, Networking, Environment, Volumes, Logs and Lifecycle
00:00 -
Knowledge Check — Ports, Networking, Environment, Volumes, Logs and Lifecycle
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Capstone Lab: Docker Fundamentals
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Module Quiz — Docker Fundamentals
Module 15 — Docker Compose & Reproducible Local Stacks
Tutor LMS native Topic = canonical module. Canonical section: UX, Architecture & Professional Local Development
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Compose Files, Services, Dependencies and Profiles
00:00 -
Knowledge Check — Compose Files, Services, Dependencies and Profiles
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Networks, Volumes, Health Checks and Unique Project Names
00:00 -
Knowledge Check — Networks, Volumes, Health Checks and Unique Project Names
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Capstone Local Stack: Web, API, PostgreSQL, Redis and Worker
00:00 -
Knowledge Check — Capstone Local Stack: Web, API, PostgreSQL, Redis and Worker
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Capstone Lab: Docker Compose & Reproducible Local Stacks
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Module Quiz — Docker Compose & Reproducible Local Stacks
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Capstone Milestone — Approved UX, Architecture & Reproducible Local Stack
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Milestone Assessment — UX, Architecture & Professional Local Development
Module 16 — Reading Code & TypeScript Mental Models
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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Variables, Functions, Conditionals, Loops, Arrays and Objects
00:00 -
Knowledge Check — Variables, Functions, Conditionals, Loops, Arrays and Objects
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Modules, Imports/Exports, Classes, Types and Interfaces
00:00 -
Knowledge Check — Modules, Imports/Exports, Classes, Types and Interfaces
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Trace a Feature Through Routes, Services, Queries and Tests
00:00 -
Knowledge Check — Trace a Feature Through Routes, Services, Queries and Tests
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Capstone Lab: Reading Code & TypeScript Mental Models
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Module Quiz — Reading Code & TypeScript Mental Models
Module 17 — Web Frontend Foundations
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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HTML, CSS and JavaScript Responsibilities
00:00 -
Knowledge Check — HTML, CSS and JavaScript Responsibilities
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TypeScript and Component-Based Frontend Architecture
00:00 -
Knowledge Check — TypeScript and Component-Based Frontend Architecture
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Forms, State, Responsive Design and Accessibility
00:00 -
Knowledge Check — Forms, State, Responsive Design and Accessibility
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Capstone Lab: Web Frontend Foundations
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Module Quiz — Web Frontend Foundations
Module 18 — HTTP, REST & API Behavior
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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HTTP Methods, URLs, Headers, Bodies and Status Codes
00:00 -
Knowledge Check — HTTP Methods, URLs, Headers, Bodies and Status Codes
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REST Resources, Validation and Error Contracts
00:00 -
Knowledge Check — REST Resources, Validation and Error Contracts
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API Authentication Context, Idempotency and Versioning Concepts
00:00 -
Knowledge Check — API Authentication Context, Idempotency and Versioning Concepts
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Capstone Lab: HTTP, REST & API Behavior
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Module Quiz — HTTP, REST & API Behavior
Module 19 — PostgreSQL & Relational Data Modeling
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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Tables, Fields, Primary Keys, Foreign Keys and Relationships
00:00 -
Knowledge Check — Tables, Fields, Primary Keys, Foreign Keys and Relationships
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Normalization, Constraints, Indexes and Query Performance
00:00 -
Knowledge Check — Normalization, Constraints, Indexes and Query Performance
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Transactions, Migrations, Backups and Restoration Concepts
00:00 -
Knowledge Check — Transactions, Migrations, Backups and Restoration Concepts
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Capstone Lab: PostgreSQL & Relational Data Modeling
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Module Quiz — PostgreSQL & Relational Data Modeling
Module 20 — Backend Structure, Validation & Business Logic
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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Routes/Controllers vs Services and Domain Logic
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Knowledge Check — Routes/Controllers vs Services and Domain Logic
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Schema Validation, Error Handling and Exceptions
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Knowledge Check — Schema Validation, Error Handling and Exceptions
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Database Queries, Repository Patterns and Transaction Boundaries
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Knowledge Check — Database Queries, Repository Patterns and Transaction Boundaries
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Capstone Lab: Backend Structure, Validation & Business Logic
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Module Quiz — Backend Structure, Validation & Business Logic
Module 21 — Configuration, Dependencies, Logging & Diagnostics
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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Environment Variables, Configuration and Secret Boundaries
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Knowledge Check — Environment Variables, Configuration and Secret Boundaries
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Dependencies, Package Managers and Lockfiles
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Knowledge Check — Dependencies, Package Managers and Lockfiles
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Application Logs, Structured Errors and Diagnostic Context
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Knowledge Check — Application Logs, Structured Errors and Diagnostic Context
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Capstone Lab: Configuration, Dependencies, Logging & Diagnostics
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Module Quiz — Configuration, Dependencies, Logging & Diagnostics
Module 22 — Docker Networking, Persistence & Resource Management
Tutor LMS native Topic = canonical module. Canonical section: Web, API, TypeScript & PostgreSQL Foundation
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Host vs Container, Ports and Bridge Networks
00:00 -
Knowledge Check — Host vs Container, Ports and Bridge Networks
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Volumes vs Bind Mounts and Persistent Database State
00:00 -
Knowledge Check — Volumes vs Bind Mounts and Persistent Database State
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CPU/Memory, Logs, Health Checks, Safe Cleanup and Destructive Risks
00:00 -
Knowledge Check — CPU/Memory, Logs, Health Checks, Safe Cleanup and Destructive Risks
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Capstone Lab: Docker Networking, Persistence & Resource Management
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Module Quiz — Docker Networking, Persistence & Resource Management
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Capstone Milestone — Working Web/API/PostgreSQL Foundation
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Milestone Assessment — Web, API, TypeScript & PostgreSQL Foundation
Module 23 — Authentication & Session Security
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Authentication Flows, Passwords, Sessions and Tokens
00:00 -
Knowledge Check — Authentication Flows, Passwords, Sessions and Tokens
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Login, Logout, Reset and Verification Flows
00:00 -
Knowledge Check — Login, Logout, Reset and Verification Flows
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Mobile Authentication and Secure Credential Handling
00:00 -
Knowledge Check — Mobile Authentication and Secure Credential Handling
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Capstone Lab: Authentication & Session Security
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Module Quiz — Authentication & Session Security
Module 24 — Authorization & Role-Based Access Control
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Authentication vs Authorization
00:00 -
Knowledge Check — Authentication vs Authorization
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Organizations, Roles, Permissions and Resource Ownership
00:00 -
Knowledge Check — Organizations, Roles, Permissions and Resource Ownership
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Server-Side Authorization, Deny-by-Default and Testable Policies
00:00 -
Knowledge Check — Server-Side Authorization, Deny-by-Default and Testable Policies
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Capstone Lab: Authorization & Role-Based Access Control
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Module Quiz — Authorization & Role-Based Access Control
Module 25 — Multi-Tenancy & PostgreSQL RLS
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Tenant Data Modeling and Organization Context
00:00 -
Knowledge Check — Tenant Data Modeling and Organization Context
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Row-Level Security Concepts and Defense in Depth
00:00 -
Knowledge Check — Row-Level Security Concepts and Defense in Depth
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Tenant-Isolation Tests, Auditability and Failure Modes
00:00 -
Knowledge Check — Tenant-Isolation Tests, Auditability and Failure Modes
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Capstone Lab: Multi-Tenancy & PostgreSQL RLS
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Module Quiz — Multi-Tenancy & PostgreSQL RLS
Module 26 — Application Security Foundations
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Threat Modeling, OWASP and Attack Surface Thinking
00:00 -
Knowledge Check — Threat Modeling, OWASP and Attack Surface Thinking
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SQL Injection, XSS, CSRF, SSRF, Command Injection and Path Traversal
00:00 -
Knowledge Check — SQL Injection, XSS, CSRF, SSRF, Command Injection and Path Traversal
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Uploads, Secrets, Encryption, Rate Limits, Audit Logs and Privacy
00:00 -
Knowledge Check — Uploads, Secrets, Encryption, Rate Limits, Audit Logs and Privacy
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Capstone Lab: Application Security Foundations
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Module Quiz — Application Security Foundations
Module 27 — Advanced Git: Change Management & Recovery
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Merge Conflicts, Revert and Restore
00:00 -
Knowledge Check — Merge Conflicts, Revert and Restore
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Reset Risks, Rebase, Squash and Cherry-Pick Concepts
00:00 -
Knowledge Check — Reset Risks, Rebase, Squash and Cherry-Pick Concepts
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Detached HEAD, Reflog, Lost Work Recovery and Rollback Strategy
00:00 -
Knowledge Check — Detached HEAD, Reflog, Lost Work Recovery and Rollback Strategy
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Capstone Lab: Advanced Git: Change Management & Recovery
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Module Quiz — Advanced Git: Change Management & Recovery
Module 28 — GitHub Pull Requests, Reviews & Repository Governance
Tutor LMS native Topic = canonical module. Canonical section: Identity, Authorization, Tenancy & Secure Collaboration
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Pull Requests, Reviews, Comments and Merge Methods
00:00 -
Knowledge Check — Pull Requests, Reviews, Comments and Merge Methods
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Protected Branches, Rulesets, Required Status Checks and CODEOWNERS
00:00 -
Knowledge Check — Protected Branches, Rulesets, Required Status Checks and CODEOWNERS
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Dependabot, Dependency Alerts, Secrets, Environments and Repository Security
00:00 -
Knowledge Check — Dependabot, Dependency Alerts, Secrets, Environments and Repository Security
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Capstone Lab: GitHub Pull Requests, Reviews & Repository Governance
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Module Quiz — GitHub Pull Requests, Reviews & Repository Governance
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Capstone Milestone — Secure Identity, Roles & Tenant Isolation
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Milestone Assessment — Identity, Authorization, Tenancy & Secure Collaboration
Module 29 — React Native & Expo Foundations
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Native Apps vs Mobile Web vs Cross-Platform Apps
00:00 -
Knowledge Check — Native Apps vs Mobile Web vs Cross-Platform Apps
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React Native and Expo Project Architecture
00:00 -
Knowledge Check — React Native and Expo Project Architecture
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iOS vs Android Platform Differences and Responsive Native UI
00:00 -
Knowledge Check — iOS vs Android Platform Differences and Responsive Native UI
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Capstone Lab: React Native & Expo Foundations
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Module Quiz — React Native & Expo Foundations
Module 30 — Mobile Navigation, API Communication & Authentication
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Navigation, Screens and Application State
00:00 -
Knowledge Check — Navigation, Screens and Application State
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API Communication, Loading, Errors and Retry UX
00:00 -
Knowledge Check — API Communication, Loading, Errors and Retry UX
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Mobile Login, Token Lifecycle and Authorized Requests
00:00 -
Knowledge Check — Mobile Login, Token Lifecycle and Authorized Requests
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Capstone Lab: Mobile Navigation, API Communication & Authentication
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Module Quiz — Mobile Navigation, API Communication & Authentication
Module 31 — Camera, Media, Permissions & QR Workflows
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Camera and Image/Video Capture
00:00 -
Knowledge Check — Camera and Image/Video Capture
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Runtime Permissions, File Picker and Media Metadata
00:00 -
Knowledge Check — Runtime Permissions, File Picker and Media Metadata
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QR/Barcode Scanning and Project Link Workflows
00:00 -
Knowledge Check — QR/Barcode Scanning and Project Link Workflows
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Capstone Lab: Camera, Media, Permissions & QR Workflows
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Module Quiz — Camera, Media, Permissions & QR Workflows
Module 32 — Offline Storage, Sync & Conflict Handling
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Local Storage vs Secure Storage
00:00 -
Knowledge Check — Local Storage vs Secure Storage
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Offline Queueing, Background Upload and Synchronization
00:00 -
Knowledge Check — Offline Queueing, Background Upload and Synchronization
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Conflict Detection, Retry, Idempotency and Recovery UX
00:00 -
Knowledge Check — Conflict Detection, Retry, Idempotency and Recovery UX
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Capstone Lab: Offline Storage, Sync & Conflict Handling
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Module Quiz — Offline Storage, Sync & Conflict Handling
Module 33 — Push Notifications, Deep Links & Mobile Lifecycle
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Push Notification Concepts and Permissions
00:00 -
Knowledge Check — Push Notification Concepts and Permissions
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Deep Links, Universal/App Links and Routing
00:00 -
Knowledge Check — Deep Links, Universal/App Links and Routing
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Background/Foreground Lifecycle and Notification Reliability
00:00 -
Knowledge Check — Background/Foreground Lifecycle and Notification Reliability
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Capstone Lab: Push Notifications, Deep Links & Mobile Lifecycle
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Module Quiz — Push Notifications, Deep Links & Mobile Lifecycle
Module 34 — Mobile Testing, Builds & Store Distribution
Tutor LMS native Topic = canonical module. Canonical section: React Native, Expo & Mobile Product Development
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Mobile Unit/Integration/Device Testing Concepts
00:00 -
Knowledge Check — Mobile Unit/Integration/Device Testing Concepts
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EAS Build, Build Profiles, Signing and Release Versions
00:00 -
Knowledge Check — EAS Build, Build Profiles, Signing and Release Versions
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TestFlight, Google Play Testing, Store Review and Subscription Rules
00:00 -
Knowledge Check — TestFlight, Google Play Testing, Store Review and Subscription Rules
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Capstone Lab: Mobile Testing, Builds & Store Distribution
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Module Quiz — Mobile Testing, Builds & Store Distribution
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Capstone Milestone — Working iOS/Android Contractor App Foundation
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Milestone Assessment — React Native, Expo & Mobile Product Development
Module 35 — LLM APIs, Prompt Design & Structured Outputs
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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LLM API Requests, Models, Tokens and Cost
00:00 -
Knowledge Check — LLM API Requests, Models, Tokens and Cost
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Prompt Design, System/Developer/User Instructions and Context
00:00 -
Knowledge Check — Prompt Design, System/Developer/User Instructions and Context
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Structured Outputs, JSON Schemas, Validation and Fallback
00:00 -
Knowledge Check — Structured Outputs, JSON Schemas, Validation and Fallback
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Capstone Lab: LLM APIs, Prompt Design & Structured Outputs
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Module Quiz — LLM APIs, Prompt Design & Structured Outputs
Module 36 — Multimodal AI, Vision & OCR
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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Multimodal Inputs and Vision Reasoning
00:00 -
Knowledge Check — Multimodal Inputs and Vision Reasoning
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OCR, Document/Image Text Extraction and Confidence
00:00 -
Knowledge Check — OCR, Document/Image Text Extraction and Confidence
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Frame Selection, Evidence Linking and Human Review
00:00 -
Knowledge Check — Frame Selection, Evidence Linking and Human Review
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Capstone Lab: Multimodal AI, Vision & OCR
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Module Quiz — Multimodal AI, Vision & OCR
Module 37 — Computer Vision & Assisted Measurement
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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Scale, Perspective, Camera Geometry and Measurement Error
00:00 -
Knowledge Check — Scale, Perspective, Camera Geometry and Measurement Error
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ARKit/ARCore, LiDAR and Multi-Image Approaches
00:00 -
Knowledge Check — ARKit/ARCore, LiDAR and Multi-Image Approaches
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Reference Measurements, Calibration Markers and Safety Boundaries
00:00 -
Knowledge Check — Reference Measurements, Calibration Markers and Safety Boundaries
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Capstone Lab: Computer Vision & Assisted Measurement
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Module Quiz — Computer Vision & Assisted Measurement
Module 38 — Object Storage & Media Pipeline
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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Object Storage, Buckets, Keys, URLs and Access Control
00:00 -
Knowledge Check — Object Storage, Buckets, Keys, URLs and Access Control
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Upload Pipeline, Signed URLs, Compression and Metadata
00:00 -
Knowledge Check — Upload Pipeline, Signed URLs, Compression and Metadata
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Retention, Deletion, Media Derivatives and CDN Concepts
00:00 -
Knowledge Check — Retention, Deletion, Media Derivatives and CDN Concepts
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Capstone Lab: Object Storage & Media Pipeline
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Module Quiz — Object Storage & Media Pipeline
Module 39 — AI Evaluation, Observability & Cost Control
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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Evaluation Sets, Expected Outputs and Regression Tests
00:00 -
Knowledge Check — Evaluation Sets, Expected Outputs and Regression Tests
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Confidence, Human Verification and Hallucination Management
00:00 -
Knowledge Check — Confidence, Human Verification and Hallucination Management
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AI Logs, Cost Tracking, Rate Limits and Model Routing
00:00 -
Knowledge Check — AI Logs, Cost Tracking, Rate Limits and Model Routing
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Capstone Lab: AI Evaluation, Observability & Cost Control
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Module Quiz — AI Evaluation, Observability & Cost Control
Module 40 — AI Security, Privacy & Abuse Resistance
Tutor LMS native Topic = canonical module. Canonical section: AI, Computer Vision, Media & Measurement
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Prompt Injection and Untrusted Content
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Knowledge Check — Prompt Injection and Untrusted Content
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Data Leakage, Sensitive Data and Retention
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Knowledge Check — Data Leakage, Sensitive Data and Retention
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Tool/Model Boundaries, Safe Fallbacks and Human Approval
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Knowledge Check — Tool/Model Boundaries, Safe Fallbacks and Human Approval
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Capstone Lab: AI Security, Privacy & Abuse Resistance
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Module Quiz — AI Security, Privacy & Abuse Resistance
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Capstone Milestone — Guided AI Site Survey Prototype
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Milestone Assessment — AI, Computer Vision, Media & Measurement
Module 41 — Queues, Workers, Caches & Background Jobs
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
Why Queues and Workers Exist
-
Knowledge Check — Why Queues and Workers Exist
-
Job Lifecycle, Retry, Idempotency and Dead Letters
-
Knowledge Check — Job Lifecycle, Retry, Idempotency and Dead Letters
-
Redis, Caching Boundaries and Worker Observability
-
Knowledge Check — Redis, Caching Boundaries and Worker Observability
-
Capstone Lab: Queues, Workers, Caches & Background Jobs
-
Module Quiz — Queues, Workers, Caches & Background Jobs
Module 42 — Notifications, Email, Webhooks & Integrations
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
Transactional Email and Notification Architecture
-
Knowledge Check — Transactional Email and Notification Architecture
-
Webhooks, Signing, Retries and Event Delivery
-
Knowledge Check — Webhooks, Signing, Retries and Event Delivery
-
Integration Adapters, Provider Failure and Observability
-
Knowledge Check — Integration Adapters, Provider Failure and Observability
-
Capstone Lab: Notifications, Email, Webhooks & Integrations
-
Module Quiz — Notifications, Email, Webhooks & Integrations
Module 43 — PDF, XLSX/CSV & Evidence Report Generation
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
Report Data Contracts and Template Design
-
Knowledge Check — Report Data Contracts and Template Design
-
PDF Generation, Media Embedding and Evidence Integrity
-
Knowledge Check — PDF Generation, Media Embedding and Evidence Integrity
-
XLSX/CSV Material Takeoffs and Export Validation
-
Knowledge Check — XLSX/CSV Material Takeoffs and Export Validation
-
Capstone Lab: PDF, XLSX/CSV & Evidence Report Generation
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Module Quiz — PDF, XLSX/CSV & Evidence Report Generation
Module 44 — CI/CD Foundations & Local vs Remote Checks
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
CI vs CD, Pipelines and Release Gates
00:00 -
Knowledge Check — CI vs CD, Pipelines and Release Gates
-
Local Checks vs Remote CI and Why Both Matter
00:00 -
Knowledge Check — Local Checks vs Remote CI and Why Both Matter
-
Fast Checks vs Release Checks for the Capstone
00:00 -
Knowledge Check — Fast Checks vs Release Checks for the Capstone
-
Capstone Lab: CI/CD Foundations & Local vs Remote Checks
-
Module Quiz — CI/CD Foundations & Local vs Remote Checks
Module 45 — GitHub Actions Fundamentals
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
Workflow YAML, Events, Jobs, Steps and Runners
00:00 -
Knowledge Check — Workflow YAML, Events, Jobs, Steps and Runners
-
Actions, Marketplace Actions, Permissions, Secrets and Variables
00:00 -
Knowledge Check — Actions, Marketplace Actions, Permissions, Secrets and Variables
-
Artifacts, Caches, Job Dependencies and Logs
00:00 -
Knowledge Check — Artifacts, Caches, Job Dependencies and Logs
-
Capstone Lab: GitHub Actions Fundamentals
-
Module Quiz — GitHub Actions Fundamentals
Module 46 — act — Local GitHub Actions Execution
Tutor LMS native Topic = canonical module. Canonical section: Background Workflows, Reports & CI/CD Foundations
-
What act Does and Its Docker Dependency
00:00 -
Knowledge Check — What act Does and Its Docker Dependency
-
Events, Jobs, Secrets, Environment and Runner Images
00:00 -
Knowledge Check — Events, Jobs, Secrets, Environment and Runner Images
-
Compatibility Gaps, Failure Diagnosis and the Local→act→GitHub Flow
00:00 -
Knowledge Check — Compatibility Gaps, Failure Diagnosis and the Local→act→GitHub Flow
-
Capstone Lab: act — Local GitHub Actions Execution
-
Module Quiz — act — Local GitHub Actions Execution
-
Capstone Milestone — End-to-End Survey Processing Workflow
-
Milestone Assessment — Background Workflows, Reports & CI/CD Foundations
Module 47 — Plans, Trials, Billing & Subscription Lifecycle
Tutor LMS native Topic = canonical module. Canonical section: Commercial SaaS, Billing, Analytics & Advanced CI
-
Pricing Plans, Monthly/Annual Billing and Free Trials
00:00 -
Knowledge Check — Pricing Plans, Monthly/Annual Billing and Free Trials
-
Subscription States, Renewals, Cancellation and Grace Periods
00:00 -
Knowledge Check — Subscription States, Renewals, Cancellation and Grace Periods
-
Payment Provider Abstraction, Webhooks and Billing Failure Handling
00:00 -
Knowledge Check — Payment Provider Abstraction, Webhooks and Billing Failure Handling
-
Capstone Lab: Plans, Trials, Billing & Subscription Lifecycle
-
Module Quiz — Plans, Trials, Billing & Subscription Lifecycle
Module 48 — Organizations, Seats, Entitlements & Usage Metering
Tutor LMS native Topic = canonical module. Canonical section: Commercial SaaS, Billing, Analytics & Advanced CI
-
Organizations, Users, Seats and Membership
00:00 -
Knowledge Check — Organizations, Users, Seats and Membership
-
Plans, Entitlements, Feature Flags and Usage Limits
00:00 -
Knowledge Check — Plans, Entitlements, Feature Flags and Usage Limits
-
Metering, Quotas, Overage and Server-Side Enforcement
00:00 -
Knowledge Check — Metering, Quotas, Overage and Server-Side Enforcement
-
Capstone Lab: Organizations, Seats, Entitlements & Usage Metering
-
Module Quiz — Organizations, Seats, Entitlements & Usage Metering
Module 49 — Analytics, Onboarding, Lifecycle, Support & Legal Basics
Tutor LMS native Topic = canonical module. Canonical section: Commercial SaaS, Billing, Analytics & Advanced CI
-
Product Analytics, Funnels and Activation Signals
-
Knowledge Check — Product Analytics, Funnels and Activation Signals
-
Onboarding, Lifecycle Email, Support and Customer Feedback
-
Knowledge Check — Onboarding, Lifecycle Email, Support and Customer Feedback
-
Privacy, Terms, Data Export/Delete and Commercial Readiness
-
Knowledge Check — Privacy, Terms, Data Export/Delete and Commercial Readiness
-
Capstone Lab: Analytics, Onboarding, Lifecycle, Support & Legal Basics
-
Module Quiz — Analytics, Onboarding, Lifecycle, Support & Legal Basics
Module 50 — GitHub Actions Advanced Pipeline Design
Tutor LMS native Topic = canonical module. Canonical section: Commercial SaaS, Billing, Analytics & Advanced CI
-
Matrices, Path/Branch Filters, Concurrency and Cancelling Superseded Runs
00:00 -
Knowledge Check — Matrices, Path/Branch Filters, Concurrency and Cancelling Superseded Runs
-
workflow_dispatch, Reusable Workflows, Environments and Approvals
00:00 -
Knowledge Check — workflow_dispatch, Reusable Workflows, Environments and Approvals
-
Required CI, Cost/Minute Management and Failure Investigation
00:00 -
Knowledge Check — Required CI, Cost/Minute Management and Failure Investigation
-
Capstone Lab: GitHub Actions Advanced Pipeline Design
-
Module Quiz — GitHub Actions Advanced Pipeline Design
Module 51 — GitHub CLI, API & Release Automation Concepts
Tutor LMS native Topic = canonical module. Canonical section: Commercial SaaS, Billing, Analytics & Advanced CI
-
GitHub CLI for Repository, PR, Issue and Workflow Operations
-
Knowledge Check — GitHub CLI for Repository, PR, Issue and Workflow Operations
-
GitHub API Concepts, Tokens and Least-Privilege Access
-
Knowledge Check — GitHub API Concepts, Tokens and Least-Privilege Access
-
Release Metadata, Artifacts and Automation Boundaries
-
Knowledge Check — Release Metadata, Artifacts and Automation Boundaries
-
Capstone Lab: GitHub CLI, API & Release Automation Concepts
-
Module Quiz — GitHub CLI, API & Release Automation Concepts
-
Capstone Milestone — Commercial SaaS Layer
-
Milestone Assessment — Commercial SaaS, Billing, Analytics & Advanced CI
Module 52 — Testing Strategy & Deterministic Evidence
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Unit, Integration, Contract, API and Database Tests
00:00 -
Knowledge Check — Unit, Integration, Contract, API and Database Tests
-
Fixtures, Mocks, Synthetic Data and Regression Tests
00:00 -
Knowledge Check — Fixtures, Mocks, Synthetic Data and Regression Tests
-
Test Scope, False Confidence and Production Consequences
00:00 -
Knowledge Check — Test Scope, False Confidence and Production Consequences
-
Capstone Lab: Testing Strategy & Deterministic Evidence
-
Module Quiz — Testing Strategy & Deterministic Evidence
Module 53 — Playwright, Browser & Mobile Acceptance Testing
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Playwright Browser Tests and User-Critical Flows
00:00 -
Knowledge Check — Playwright Browser Tests and User-Critical Flows
-
Cross-Browser, Responsive and Accessibility Checks
00:00 -
Knowledge Check — Cross-Browser, Responsive and Accessibility Checks
-
Mobile Device/Build Testing and Acceptance Evidence
00:00 -
Knowledge Check — Mobile Device/Build Testing and Acceptance Evidence
-
Capstone Lab: Playwright, Browser & Mobile Acceptance Testing
-
Module Quiz — Playwright, Browser & Mobile Acceptance Testing
Module 54 — Static Analysis, Architecture Rules & Dependency Security
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Linting, Type Checking and Architecture Boundary Enforcement
00:00 -
Knowledge Check — Linting, Type Checking and Architecture Boundary Enforcement
-
Semgrep, SonarQube Community Build and SAST Concepts
00:00 -
Knowledge Check — Semgrep, SonarQube Community Build and SAST Concepts
-
Gitleaks, Trivy, Ecosystem Audits, SBOM/License Concepts
00:00 -
Knowledge Check — Gitleaks, Trivy, Ecosystem Audits, SBOM/License Concepts
-
Capstone Lab: Static Analysis, Architecture Rules & Dependency Security
-
Module Quiz — Static Analysis, Architecture Rules & Dependency Security
Module 55 — DAST, Threat Modeling & Security Hardening
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Threat Models, Abuse Cases and Security Acceptance Criteria
00:00 -
Knowledge Check — Threat Models, Abuse Cases and Security Acceptance Criteria
-
OWASP ZAP/DAST, Safe Staging Scans and Findings Triage
00:00 -
Knowledge Check — OWASP ZAP/DAST, Safe Staging Scans and Findings Triage
-
Least Privilege, Non-Root, Headers, Rate Limits and Hardening
00:00 -
Knowledge Check — Least Privilege, Non-Root, Headers, Rate Limits and Hardening
-
Capstone Lab: DAST, Threat Modeling & Security Hardening
-
Module Quiz — DAST, Threat Modeling & Security Hardening
Module 56 — AI-Assisted Review & Local-First Quality Gate
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Primary AI Implementation, Self-Audit and Same-Class Sweep
00:00 -
Knowledge Check — Primary AI Implementation, Self-Audit and Same-Class Sweep
-
Secondary AI Independent Review, Regression Tests and Handoff
00:00 -
Knowledge Check — Secondary AI Independent Review, Regression Tests and Handoff
-
Primary Reconciliation, Owner Browser Acceptance and Local Completion
00:00 -
Knowledge Check — Primary Reconciliation, Owner Browser Acceptance and Local Completion
-
Capstone Lab: AI-Assisted Review & Local-First Quality Gate
-
Module Quiz — AI-Assisted Review & Local-First Quality Gate
Module 57 — Server 2 Staging, Deployment, Migration & Rollback
Tutor LMS native Topic = canonical module. Canonical section: Testing, Security, AI Review & Server 2 Staging
-
Environment Isolation, Domains, Secrets and Staging Data
00:00 -
Knowledge Check — Environment Isolation, Domains, Secrets and Staging Data
-
Deployment, Database Migrations and Remote Smoke Tests
00:00 -
Knowledge Check — Deployment, Database Migrations and Remote Smoke Tests
-
Rollback, Pre/Post-Deploy Backup and Release Evidence
00:00 -
Knowledge Check — Rollback, Pre/Post-Deploy Backup and Release Evidence
-
Capstone Lab: Server 2 Staging, Deployment, Migration & Rollback
-
Module Quiz — Server 2 Staging, Deployment, Migration & Rollback
-
Capstone Milestone — Security-Reviewed Server 2 Staging Release
-
Milestone Assessment — Testing, Security, AI Review & Server 2 Staging
Module 58 — Production Docker & Container Security
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Multi-Stage Dockerfiles and Production Images
00:00 -
Knowledge Check — Multi-Stage Dockerfiles and Production Images
-
Non-Root Containers, Least Privilege and Secret Injection
00:00 -
Knowledge Check — Non-Root Containers, Least Privilege and Secret Injection
-
Image Scanning, Resource Limits, Logs and Safe Cleanup
00:00 -
Knowledge Check — Image Scanning, Resource Limits, Logs and Safe Cleanup
-
Capstone Lab: Production Docker & Container Security
-
Module Quiz — Production Docker & Container Security
Module 59 — Production Deployment & Release Engineering
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Release Candidates, Change Windows and Deployment Plans
00:00 -
Knowledge Check — Release Candidates, Change Windows and Deployment Plans
-
Production Migrations, Smoke Tests and Rollback Decisions
00:00 -
Knowledge Check — Production Migrations, Smoke Tests and Rollback Decisions
-
Release Notes, Evidence and Post-Deploy Verification
00:00 -
Knowledge Check — Release Notes, Evidence and Post-Deploy Verification
-
Capstone Lab: Production Deployment & Release Engineering
-
Module Quiz — Production Deployment & Release Engineering
Module 60 — Monitoring, Logging, Alerts & Incident Response
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Uptime, Application Errors, Metrics and Logs
00:00 -
Knowledge Check — Uptime, Application Errors, Metrics and Logs
-
Alerts, Heartbeats, Resource Monitoring and Noise Control
00:00 -
Knowledge Check — Alerts, Heartbeats, Resource Monitoring and Noise Control
-
Incident Triage, Communication, Mitigation and Postmortems
00:00 -
Knowledge Check — Incident Triage, Communication, Mitigation and Postmortems
-
Capstone Lab: Monitoring, Logging, Alerts & Incident Response
-
Module Quiz — Monitoring, Logging, Alerts & Incident Response
Module 61 — Backups, Restore Drills & Disaster Recovery
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Backup Strategy, Retention, Encryption and Off-Site Copies
00:00 -
Knowledge Check — Backup Strategy, Retention, Encryption and Off-Site Copies
-
Database/Object/Source Backup Boundaries
00:00 -
Knowledge Check — Database/Object/Source Backup Boundaries
-
Restore Drills, RPO/RTO Concepts and Failure Alerts
00:00 -
Knowledge Check — Restore Drills, RPO/RTO Concepts and Failure Alerts
-
Capstone Lab: Backups, Restore Drills & Disaster Recovery
-
Module Quiz — Backups, Restore Drills & Disaster Recovery
Module 62 — GitHub Final Release, Tags, History & Archive
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Push Accumulated Local History and Verify Remote Integrity
00:00 -
Knowledge Check — Push Accumulated Local History and Verify Remote Integrity
-
Final GitHub Actions Gate, Required Checks and Release Tags
00:00 -
Knowledge Check — Final GitHub Actions Gate, Required Checks and Release Tags
-
GitHub Releases, Artifacts, Export/Backup and Release History
00:00 -
Knowledge Check — GitHub Releases, Artifacts, Export/Backup and Release History
-
Capstone Lab: GitHub Final Release, Tags, History & Archive
-
Module Quiz — GitHub Final Release, Tags, History & Archive
Module 63 — iOS & Android Production Release
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Production Builds, Signing, Versioning and Store Metadata
00:00 -
Knowledge Check — Production Builds, Signing, Versioning and Store Metadata
-
TestFlight/App Store and Google Play Release Tracks
00:00 -
Knowledge Check — TestFlight/App Store and Google Play Release Tracks
-
Review Rejections, Privacy Disclosures and Mobile Release Operations
00:00 -
Knowledge Check — Review Rejections, Privacy Disclosures and Mobile Release Operations
-
Capstone Lab: iOS & Android Production Release
-
Module Quiz — iOS & Android Production Release
Module 64 — Technical Product Ownership in Production
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Architecture Decisions, ADRs, Backlog and Technical Debt
00:00 -
Knowledge Check — Architecture Decisions, ADRs, Backlog and Technical Debt
-
Acceptance Criteria, Blocker vs Backlog and Risk-Based Prioritization
00:00 -
Knowledge Check — Acceptance Criteria, Blocker vs Backlog and Risk-Based Prioritization
-
Directing AI, Challenging Recommendations and Production Accountability
00:00 -
Knowledge Check — Directing AI, Challenging Recommendations and Production Accountability
-
Capstone Lab: Technical Product Ownership in Production
-
Module Quiz — Technical Product Ownership in Production
Module 65 — Commercial Launch, First Customers & SaaS Operations
Tutor LMS native Topic = canonical module. Canonical section: Production, Release, Operations & Business Launch
-
Launch Readiness, Domain, Marketing Site and Onboarding
00:00 -
Knowledge Check — Launch Readiness, Domain, Marketing Site and Onboarding
-
First-Customer Acquisition, Design Partner and Feedback Loop
00:00 -
Knowledge Check — First-Customer Acquisition, Design Partner and Feedback Loop
-
Subscription Metrics, Support, Iteration and Post-Launch Roadmap
00:00 -
Knowledge Check — Subscription Metrics, Support, Iteration and Post-Launch Roadmap
-
Capstone Lab: Commercial Launch, First Customers & SaaS Operations
-
Module Quiz — Commercial Launch, First Customers & SaaS Operations
-
Capstone Milestone — Production Launch & Final GitHub Release
-
Milestone Assessment — Production, Release, Operations & Business Launch
-
Final Technical Examination
-
Final AI Tool Mastery Examination
ATM01 — ChatGPT Mastery
Tutor LMS native Topic = canonical module. Canonical section: Permanent Reference — AI Tool Mastery
-
Chat, Projects and Project Sources
-
Knowledge Check — Chat, Projects and Project Sources
-
Work and Deep Research
-
Knowledge Check — Work and Deep Research
-
Files, Writing Blocks, Documents and Images
-
Knowledge Check — Files, Writing Blocks, Documents and Images
-
Connected Apps, Plugins and Scheduled Tasks
-
Knowledge Check — Connected Apps, Plugins and Scheduled Tasks
-
Dots: Persistent Agent Ownership
-
Knowledge Check — Dots: Persistent Agent Ownership
-
Memory, Models, Reasoning, Context and Privacy
-
Knowledge Check — Memory, Models, Reasoning, Context and Privacy
ATM02 — Codex Mastery
Tutor LMS native Topic = canonical module. Canonical section: Permanent Reference — AI Tool Mastery
-
Codex Surfaces: CLI, Desktop, IDE and Remote
-
Knowledge Check — Codex Surfaces: CLI, Desktop, IDE and Remote
-
Implementation and Local Code Review
-
Knowledge Check — Implementation and Local Code Review
-
AGENTS.md, Skills, Plugins and MCP
-
Knowledge Check — AGENTS.md, Skills, Plugins and MCP
-
Worktrees, Parallel Sessions and Handoffs
-
Knowledge Check — Worktrees, Parallel Sessions and Handoffs
-
Models, Reasoning, Context, Permissions and Cost
-
Knowledge Check — Models, Reasoning, Context, Permissions and Cost
ATM03 — Claude Mastery
Tutor LMS native Topic = canonical module. Canonical section: Permanent Reference — AI Tool Mastery
-
Claude Chat, Projects and Artifacts
-
Knowledge Check — Claude Chat, Projects and Artifacts
-
Claude Docs, Slides and Design
-
Knowledge Check — Claude Docs, Slides and Design
-
Design Systems and Design-Code Sync
-
Knowledge Check — Design Systems and Design-Code Sync
-
Claude Agentic Work: Cowork and the Unified Claude Experience
-
Knowledge Check — Claude Agentic Work: Cowork and the Unified Claude Experience
-
Connectors, Interactive Connectors and MCP
-
Knowledge Check — Connectors, Interactive Connectors and MCP
-
Skills, Plugins, Models, Effort and Context
-
Knowledge Check — Skills, Plugins, Models, Effort and Context
ATM04 — Claude Code Mastery
Tutor LMS native Topic = canonical module. Canonical section: Permanent Reference — AI Tool Mastery
-
Claude Code in Local Repositories, WSL and VS Code
-
Knowledge Check — Claude Code in Local Repositories, WSL and VS Code
-
CLAUDE.md, Rules and Skills
-
Knowledge Check — CLAUDE.md, Rules and Skills
-
Subagents, Hooks and Dynamic Workflows
-
Knowledge Check — Subagents, Hooks and Dynamic Workflows
-
MCP, Plugins and Permissions
-
Knowledge Check — MCP, Plugins and Permissions
-
Reviews, Handoffs, Fresh Sessions and Parallel Projects
-
Knowledge Check — Reviews, Handoffs, Fresh Sessions and Parallel Projects
-
Claude Code Models, Effort and Token Efficiency
-
Knowledge Check — Claude Code Models, Effort and Token Efficiency
ATM05 — Cross-Tool AI Development Workflows
Tutor LMS native Topic = canonical module. Canonical section: Permanent Reference — AI Tool Mastery
-
Cross-Tool Research Workflow
-
Knowledge Check — Cross-Tool Research Workflow
-
Cross-Tool Product Strategy Workflow
-
Knowledge Check — Cross-Tool Product Strategy Workflow
-
Cross-Tool UI/UX Workflow
-
Knowledge Check — Cross-Tool UI/UX Workflow
-
Implementation, Deterministic Scanning and Independent Review
-
Knowledge Check — Implementation, Deterministic Scanning and Independent Review
-
Final Local Review and Knowledge Preservation
-
Knowledge Check — Final Local Review and Knowledge Preservation
-
Recurring Work: Tasks, Dots and Agentic Automations
-
Knowledge Check — Recurring Work: Tasks, Dots and Agentic Automations