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CodeSignal

AI Integration and Analysis

via CodeSignal

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Overview

Learn to integrate with OpenAI's API to analyze code changes and provide intelligent suggestions. This course covers prompt engineering, changeset analysis, and context gathering.

Syllabus

  • Unit 1: OpenAI Client Setup for Code Review
    • Setting Up Your OpenAI Client
    • Making Your First API Call
    • Adding Error Handling to API Calls
    • Implementing Retry Logic with Exponential Backoff
    • Building a Code Review Prompt Template
  • Unit 2: Diff Parser: Breaking Down Code Changes for Review
    • Processing Diff Lines for Code Review
    • Extracting File Paths from Diff Headers
    • Parsing Hunk Headers for Diff Analysis
    • Parsing Complete Hunks for Code Review
    • Handling Multiple Hunks in Diff Parsing
  • Unit 3: Context Generator: Building Useful Context for AI Code Review
    • Handling Empty Files in Context Generation
    • Handling Empty Files with Grace
    • Truncating Long Files for Better Context
    • Tracking Code History for AI Review
    • Discovering Related Files for AI Context
  • Unit 4: Review Engine: Bringing Automated Code Review Together
    • Building Context for Better Reviews
    • Building Context for Better Reviews
    • Fixing Context Format for Better Reviews
    • Scaling Up The Review Engine
    • Error Proofing Your Review Engine

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