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Course Outline

Understanding Code with LLMs

  • Prompting techniques for code explanation and walkthroughs
  • Navigating unfamiliar codebases and projects
  • Analyzing control flow, dependencies, and architectural patterns

Refactoring for Maintainability

  • Identifying code smells, dead code, and anti-patterns
  • Restructuring functions and modules for improved clarity
  • Leveraging LLMs to suggest naming conventions and design enhancements

Enhancing Performance and Reliability

  • Identifying inefficiencies and security risks with AI support
  • Recommending more efficient algorithms or libraries
  • Refactoring I/O operations, database queries, and API calls

Automating Code Documentation

  • Generating function/method-level comments and summaries
  • Writing and updating README files directly from codebases
  • Creating Swagger/OpenAPI documentation with LLM assistance

Integration with Toolchains

  • Utilizing VS Code extensions and Copilot Labs for documentation
  • Incorporating GPT or Claude into Git pre-commit hooks
  • Integrating documentation and linting into CI pipelines

Managing Legacy and Multi-Language Codebases

  • Reverse-engineering older or undocumented systems
  • Performing cross-language refactoring (e.g., Python to TypeScript)
  • Exploring case studies and pair-AI programming demonstrations

Ethics, Quality Assurance, and Review

  • Validating AI-generated changes and mitigating hallucinations
  • Best practices for peer review when using LLMs
  • Ensuring reproducibility and adherence to coding standards

Summary and Next Steps

Requirements

  • Proficiency in programming languages such as Python, Java, or JavaScript
  • Familiarity with software architecture and code review methodologies
  • Foundational knowledge of how large language models operate

Target Audience

  • Backend engineers
  • DevOps teams
  • Senior developers and technical leads
 14 Hours

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