Get in Touch
 Duration 14 hours

Course Outline

Code Comprehension with LLMs

  • Prompting techniques for code explanation and walkthroughs
  • Navigating unfamiliar codebases and projects
  • Evaluating control flow, dependencies, and architecture

Refactoring Code for Maintainability

  • Identifying code smells, obsolete code, and anti-patterns
  • Reorganizing functions and modules for enhanced clarity
  • Leveraging LLMs to suggest naming conventions and design optimizations

Enhancing Performance and Reliability

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

Automating Code Documentation

  • Generating function/method-level comments and abstracts
  • Drafting and updating README files from existing codebases
  • Producing Swagger/OpenAPI documentation with LLM assistance

Toolchain Integration

  • 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

Handling Legacy and Multi-Language Codebases

  • Reverse-engineering legacy or undocumented systems
  • Cross-language refactoring (e.g., migrating from Python to TypeScript)
  • Case studies and pair-AI programming demonstrations

Ethics, Quality Assurance, and Review

  • Verifying AI-generated changes and mitigating hallucinations
  • Best practices for peer reviews when utilizing LLMs
  • Maintaining reproducibility and adherence to coding standards

Summary and Future Directions

Requirements

  • Proficiency in programming languages such as Python, Java, or JavaScript
  • Knowledge of software architecture and code review workflows
  • Fundamental understanding of large language model mechanics

Target Audience

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

Number of participants


Price per participant

Testimonials (1)

Upcoming Courses

Related Categories