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AI Code Review and Debugging
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Systematic Code Review Framework (~50 minutes)
Overview: Systematic Code Review Framework (~50 minutes)
Professional Code Review Standards
AI Code Characteristics and Patterns
The SECURE Review Framework
Building Quality Gates
Documentation and Testing Requirements
Exercise: Code Quality Assessment Matrix
Review: Systematic Code Review Framework (~50 minutes)
Lab: Build Your Code Review Checklist
Identifying AI Code Anti-Patterns (~55 minutes)
Overview: Identifying AI Code Anti-Patterns (~55 minutes)
Logic and Algorithm Errors
Security Vulnerability Patterns
Performance and Efficiency Issues
Maintainability Red Flags
Context and Requirements Misalignment
Exercise: Anti-Pattern Scavenger Hunt
Review: Identifying AI Code Anti-Patterns (~55 minutes)
Lab: Security Vulnerability Audit
AI-Assisted Debugging Techniques (~60 minutes)
Overview: AI-Assisted Debugging Techniques (~60 minutes)
Traditional vs AI-Assisted Debugging
Effective Error Communication with AI
Hypothesis-Driven Debugging with AI
Code Tracing and Analysis
Debugging Complex AI-Generated Logic
Exercise: Bug Report Analysis
Review: AI-Assisted Debugging Techniques (~60 minutes)
Lab: Debug the Mystery Function
Iterative Code Improvement (~50 minutes)
Overview: Iterative Code Improvement (~50 minutes)
Targeted Prompt Engineering for Code Fixes
Incremental Refactoring Strategies
Testing During Iterative Improvement
When to Stop Iterating
Documentation and Knowledge Capture
Exercise: Improvement Priority Matrix
Review: Iterative Code Improvement (~50 minutes)
Lab: Transform Messy AI Code
Professional Judgment and Quality Gates (~45 minutes)
Overview: Professional Judgment and Quality Gates (~45 minutes)
Contextual Quality Standards
Risk Assessment for AI Code
Building Team Quality Gates
Communicating Code Quality Decisions
Continuous Improvement of Review Processes
Exercise: Quality Gate Decision Tree
Review: Professional Judgment and Quality Gates (~45 minutes)
Lab: Code Review Board Simulation
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All categories
Course Demonstrations
Free Mini Courses
AI Learning Hub
AI Essentials
Level 1: Generative AI Foundation
Level 2: Grounding AI with your Data
Level 3: Automating AI Workflows
Office
Webinars
Power BI
Programming
WordPress
Microsoft Official
Accounting
CompTIA
Google
Upskilling Series
ONLC Staff Training
Generative AI Skills
Instructor Review
Private Classes
Home
Course info
AI Code Review and Debugging
Develop judgment skills for evaluating and improving AI-generated code
Skill Level
:
Beginner