AI-Assisted Coding
Use AI tools to write, debug, and refactor code effectively. Progress from single-function generation to full-feature implementation with AI assistance.
What You'll Learn at Each Tier
Write effective single-turn prompts and generate working code for isolated functions. Understand basic AI tool capabilities and limitations.
Apply AI tools across multi-file features. Manage context windows, iterate on outputs, and integrate AI-generated code into existing codebases.
Orchestrate AI across full feature implementations including data layer, API, and tests. Design effective prompt chains and evaluation criteria.
Architect AI-integrated applications with auth, billing, and deployment. Manage AI costs, implement caching strategies, and design fallback patterns.
Design multi-service AI architectures. Coordinate AI across monorepos, implement cross-service AI workflows, and build organization-scale AI strategies.
Sample Challenge
Tier 2 Challenge Preview
Using AI assistance, implement a function that validates and normalizes US phone numbers. Handle formats: (555) 123-4567, 555-123-4567, 5551234567, +1-555-123-4567. Return E.164 format or throw a descriptive error.
Evaluation Criteria
- - Correctness of validation logic
- - Edge case handling
- - Error message quality