Tags: llm* + github* + coding*

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  1. Guidance on choosing the best AI model for GitHub Copilot projects, considering speed, depth, cost, and task complexity. Models discussed include GPT-4.1, GPT-4o, Claude 3.5 Sonnet, o4-mini, o3, Gemini 2.0 Flash, and GPT-4.5.

    2025-04-25 Tags: , , , , by klotz
  2. This article explores a framework for evaluating AI models for use with GitHub Copilot, considering factors like recentness, speed, accuracy, and how to test them within your workflow. It highlights the benefits of using different models for chat versus code completion, and reasoning models for complex tasks.

  3. Unblocked is an AI tool that augments code with knowledge from systems like GitHub, Slack, Confluence, and Jira to provide quick, accurate answers about your application.

  4. Discover how GitHub engineers leverage GitHub Copilot to automate repetitive tasks, stay focused, and even explore new technologies.

    The GitHub Blog article "4 ways GitHub engineers use GitHub Copilot" discusses how different GitHub engineers leverage GitHub Copilot to enhance efficiency and productivity in their work. The main use cases highlighted in the article are:

    1. Semi-automating repetitive tasks: A GitHub engineer uses GitHub Copilot to automate the process of incrementing ID numbers in protobuf definitions, significantly reducing manual work.

    2. Avoiding distractions: A colleague develops a regular expression to capture a Markdown code block and extract the language identifier. By prompting GitHub Copilot with a code comment, the regular expression is generated swiftly and accurately.

    3. Structuring data-related notes: A support engineer at GitHub uses GitHub Copilot Chat to structure and compile their notes into Markdown tables, enabling efficient documentation of a complex troubleshooting process.

    4. Exploring and learning: A colleague uses GitHub Copilot to develop a program in Rust, a programming language he was not previously familiar with. In just 23 minutes, he successfully created a functional program that converts numerical input into written English equivalents.

    2024-06-01 Tags: , , , by klotz

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