Capstone: Building Production Features with Copilot
1h 8mAdvanced2025-11-25
Authors
Pragmatic AI Labs
Course details
Embark on a journey to craft production-level solutions with Copilot in this capstone project-based course. Get started with strategic project planning and setup, before diving into full-stack implementation, honing your skills in API layer construction and data validation, and mastering complex business logic. Explore ORM and data persistence techniques to solidify your implementation's data layer. Transition to rigorous testing and validation as you develop comprehensive test suites and end-to-end testing strategies. Along the way, learn how to analyze your solutions against best practices, enhancing your ability to review and refine implementations. Ideal for software developers and tech enthusiasts eager to acquire new skills, this course prepares you to handle real-world programming challenges with confidence and precision at speed.
Skills covered
Github CopilotGitHubAI Development Tools and PlatformsBuilding with AIFull-Stack Web DevelopmentData AnalysisWeb DevelopmentData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOne-Off
Concepts
Introduction
- Capstone project overview
Project Planning and Setup
- Task 0 - The planning phase
- Understanding the zero context
- Querying internal knowledge bases
Full-Stack Implementation
- Task 1 - The API layer
- Implementing data validation
- Task 2 - The business logic
- Handling complex business rules
- Task 3 - The data layer
- Working with ORMs and persistence
Testing and Validation
- Task 4 - The test suite
- End-to-end testing strategies
- Reviewing your implementation
- Comparing with best practices
- Final reflections and next steps