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1. github.blog › news-insights › researchDoes GitHub Copilot improve code quality? Here’s what the ...

   github.blog › news-insights › research

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   3 days ago · Overall better quality code: readability improved by 3.62%, reliability by 2.94%, maintainability by 2.47%, and conciseness by 4.16%. All numbers were statistically significant. These quality improvements were consistent with those found in the 2024 DORA Report. Higher approval rates: developers were 5% more likely to approve code written with ...

   • How AI code generation works - The GitHub Blog

     With AI chatbots, code generation can be more interactive....

   • How developers spend the time they save thanks to AI coding ...

     AI helps by giving you more time to keep up with...

2. github.blog › ai-and-ml › generative-aiHow AI code generation works - The GitHub Blog

   github.blog › ai-and-ml › generative-ai

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   Feb 22, 2024 · With AI chatbots, code generation can be more interactive. GitHub Copilot Chat, for example, allows developers to interact with code by asking it to explain code, improve syntax, provide ideas, generate tests, and modify existing code—making it a versatile ally in managing coding tasks.

3. Videos

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     Coding with an AI pair programmer: Getting started with GitHub Copilot

     Dec 1, 2023

     151.5K Views

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     21:16

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     How to improve coding with GitHub Copilot | 15 Minutes to Merge

     Nov 15, 2023

     9.6K Views

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     46:57

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     GitHub Copilot: the AI pair programmer for today and tomorrow

     Nov 8, 2023

     56.8K Views

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4. github.blog › ai-and-ml › generative-aiHow developers spend the time they save thanks to AI coding ...

   github.blog › ai-and-ml › generative-ai

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   Nov 14, 2024 · AI helps by giving you more time to keep up with cutting-edge technologies. In our survey, 43-47% of respondents said they spent more time on learning and development, while 44-46% said they spent more time on research and development and emerging technologies. AI also aids in learning, providing real-time assistance as developers learn new skills.

5. github.com › features › copilotGitHub Copilot · Your AI pair programmer

   github.com › features › copilot

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   Backed by the leaders in AI, Copilot provides contextualized assistance throughout the software development lifecycle, from code completions and chat assistance in the IDE to code explanations and answers to docs in GitHub and more.

6. github.com › resources › articlesAI coding tools for beginner and expert coders · GitHub

   github.com › resources › articles

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   Automate any workflow. . Codespaces. Instant dev environments. . Issues. Plan and track work. . Code Review. Manage code changes. . Discussions. Collaborate outside of code. . Code Search. Find more, search less. . Explore. All features. . Documentation. . GitHub Skills. . Blog.

7. techcommunity.microsoft.com › blog › azuredevMaximize Your Coding Efficiency with GitHub Copilot: AI ...

   techcommunity.microsoft.com › blog › azuredev

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   Nov 27, 2023 · Leverage AI for faster, more productive coding with GitHub Copilot. Innovation knows no bounds. That’s especially true in the ever-evolving landscape of software development and GitHub Copilot is poised to transform the way developers write code.

8. People also ask

   How can AI chatbots improve code generation?

   • With AI chatbots, code generation can be more interactive. GitHub Copilot Chat, for example, allows developers to interact with code by asking it to explain code, improve syntax, provide ideas, generate tests, and modify existing code—making it a versatile ally in managing coding tasks.

   How AI code generation works - The GitHub Blog

   github.blog/ai-and-ml/generative-ai/how-ai-code-generation-works/

   See all results for this question

   Does AI help improve code quality?

   • AI assistance can increase code quality if it suggests code better than the programmer writes, or it can reduce quality if the programmer pays less attention to code. The impact of AI. The heterogeneous effects identified in this study warrant close attention. Our results sug- gest that less experienced programmers benefit more from Copilot.

   The Impact of AI on Developer Productivity: Evidence from GitHub Copil…

   arxiv.org/pdf/2302.06590

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   How AI coding can improve software development?

   • Automated tests. By automating the tedious, time-consuming process of writing and running unit tests, AI coding tools free up time, energy, and resources among developers to have more fun with their code. Now, experts can focus their efforts on building more satisfying, high-priority projects—and ultimately, better software.

   AI coding tools for beginner and expert coders · GitHub

   github.com/resources/articles/ai/ai-coding-tools

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   How AI coding tools work?

   • How beginner and expert coders use AI coding tools to code faster and ship great software. What are AI coding tools? AI coding tools, or AI coding assistants, help developers write and improve code using large language models (LLM), natural language processing (NLP), and other forms of generative AI.

   AI coding tools for beginner and expert coders · GitHub

   github.com/resources/articles/ai/ai-coding-tools

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   How can AI help GitHub copilot and chatgpt?

   • The AI models powering these tools, like ChatGPT and GitHub Copilot, are trained on natural language text and source code from publicly available sources that include a diverse range of code examples. This training enables them to understand the nuances of various programming languages, coding styles, and common practices.

   How AI code generation works - The GitHub Blog

   github.blog/ai-and-ml/generative-ai/how-ai-code-generation-works/

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   How accurate are AI coding tools?

   • In terms of accuracy, AI coding tools are designed to generate the best possible code for the given context, but the quality of that code is largely dependent on the size and diversity of the training data, as well as how much context the coding tool is able to take in.

   AI coding tools for beginner and expert coders · GitHub

   github.com/resources/articles/ai/ai-coding-tools

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9. arxiv.org › pdf › 2302The Impact of AI on Developer Productivity: Evidence from ...

   arxiv.org › pdf › 2302

   Generative AI tools hold promise to increase human productivity. This paper presents re-sults from a controlled experiment with GitHub Copilot, an AI pair programmer. Recruited software developers were asked to implement an HTTP server in JavaScript as quickly as possible.