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	<title>GitHub Copilot &#8211; Noise</title>
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	<link>https://noise.getoto.net</link>
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		<title>Finding leaked passwords with AI: How we built Copilot secret scanning</title>
		<link>https://noise.getoto.net/2025/03/04/finding-leaked-passwords-with-ai-how-we-built-copilot-secret-scanning/</link>
		
		<dc:creator><![CDATA[Ashwin Mohan]]></dc:creator>
		<pubDate>Tue, 04 Mar 2025 17:00:24 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Advanced Security]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[Platform security]]></category>
		<category><![CDATA[Secret Scanning]]></category>
		<guid isPermaLink="false">https://github.blog/?p=82979</guid>

					<description><![CDATA[<p>Passwords are notoriously difficult to detect with conventional programming approaches. AI can help us find passwords better because it understands context. This blog post will explore the technical challenges we faced with building the feature and the novel and creative ways we solved them.</p>
<p>The post <a href="https://github.blog/engineering/platform-security/finding-leaked-passwords-with-ai-how-we-built-copilot-secret-scanning/">Finding leaked passwords with AI: How we built Copilot secret scanning</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How to debug code with GitHub Copilot</title>
		<link>https://noise.getoto.net/2025/02/21/how-to-debug-code-with-github-copilot/</link>
		
		<dc:creator><![CDATA[Jeimy Ruiz]]></dc:creator>
		<pubDate>Fri, 21 Feb 2025 17:00:49 +0000</pubDate>
				<category><![CDATA[AI/ML]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<guid isPermaLink="false">https://github.blog/?p=82704</guid>

					<description><![CDATA[<p>GitHub Copilot can streamline your debugging process by troubleshooting in your IDE, analyzing pull requests, and more, helping you tackle issues faster and more robustly. </p>
<p>The post <a href="https://github.blog/ai-and-ml/github-copilot/how-to-debug-code-with-github-copilot/">How to debug code with GitHub Copilot</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Unlocking the power of unstructured data with RAG</title>
		<link>https://noise.getoto.net/2024/06/13/unlocking-the-power-of-unstructured-data-with-rag/</link>
		
		<dc:creator><![CDATA[Nicole Choi]]></dc:creator>
		<pubDate>Thu, 13 Jun 2024 16:00:28 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<guid isPermaLink="false">https://github.blog/?p=78382</guid>

					<description><![CDATA[<p>Unstructured data holds valuable information about codebases, organizational best practices, and customer feedback. Here are some ways you can leverage it with RAG, or retrieval-augmented generation.</p>
<p>The post <a href="https://github.blog/2024-06-13-unlocking-the-power-of-unstructured-data-with-rag/">Unlocking the power of unstructured data with RAG</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>4 ways GitHub engineers use GitHub Copilot</title>
		<link>https://noise.getoto.net/2024/04/09/4-ways-github-engineers-use-github-copilot/</link>
		
		<dc:creator><![CDATA[Holger Staudacher]]></dc:creator>
		<pubDate>Tue, 09 Apr 2024 19:00:02 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<guid isPermaLink="false">https://github.blog/?p=77334</guid>

					<description><![CDATA[<p>GitHub Copilot increases efficiency for our engineers by allowing us to automate repetitive tasks, stay focused, and more.</p>
<p>The post <a href="https://github.blog/2024-04-09-4-ways-github-engineers-use-github-copilot/">4 ways GitHub engineers use GitHub Copilot</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Using GitHub Copilot in your IDE: Tips, tricks, and best practices</title>
		<link>https://noise.getoto.net/2024/03/25/how-to-use-github-copilot-in-your-ide-tips-tricks-and-best-practices/</link>
		
		<dc:creator><![CDATA[Kedasha Kerr]]></dc:creator>
		<pubDate>Mon, 25 Mar 2024 17:06:19 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[Tutorial]]></category>
		<guid isPermaLink="false">https://github.blog/?p=77119</guid>

					<description><![CDATA[<p>GitHub Copilot is a powerful AI assistant. Learn practical strategies to get the most out of GitHub Copilot to generate the most relevant and useful code suggestions in your editor.</p>
<p>The post <a href="https://github.blog/2024-03-25-how-to-use-github-copilot-in-your-ide-tips-tricks-and-best-practices/">Using GitHub Copilot in your IDE: Tips, tricks, and best practices</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Hard and soft skills for developers coding in the age of AI</title>
		<link>https://noise.getoto.net/2024/03/07/hard-and-soft-skills-for-developers-coding-in-the-age-of-ai/</link>
		
		<dc:creator><![CDATA[Sara Verdi]]></dc:creator>
		<pubDate>Thu, 07 Mar 2024 17:00:54 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<guid isPermaLink="false">https://github.blog/?p=76941</guid>

					<description><![CDATA[<p>While AI revolutionizes software development, it still relies on developers to pilot its use. In this blog, we’ll cover the skills that developers need to have for navigating this new AI-powered coding frontier. </p>
<p>The post <a href="https://github.blog/2024-03-07-hard-and-soft-skills-for-developers-coding-in-the-age-of-ai/">Hard and soft skills for developers coding in the age of AI</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How AI code generation works</title>
		<link>https://noise.getoto.net/2024/02/22/how-ai-code-generation-works/</link>
		
		<dc:creator><![CDATA[Jeimy Ruiz]]></dc:creator>
		<pubDate>Thu, 22 Feb 2024 18:32:28 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[artificial intelligence]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<guid isPermaLink="false">https://github.blog/?p=76676</guid>

					<description><![CDATA[<p>Explore the capabilities and benefits of AI code generation, and how it can improve the developer experience for your enterprise.</p>
<p>The post <a href="https://github.blog/2024-02-22-how-ai-code-generation-works/">How AI code generation works</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>10 unexpected ways to use GitHub Copilot</title>
		<link>https://noise.getoto.net/2024/01/22/10-unexpected-ways-to-use-github-copilot/</link>
		
		<dc:creator><![CDATA[Kedasha Kerr]]></dc:creator>
		<pubDate>Mon, 22 Jan 2024 17:30:07 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[Product]]></category>
		<guid isPermaLink="false">https://github.blog/?p=76298</guid>

					<description><![CDATA[<p>GitHub Copilot is widely known for its code generation feature. Learn how the AI assistant’s abilities can extend beyond just code generation.</p>
<p>The post <a href="https://github.blog/2024-01-22-10-unexpected-ways-to-use-github-copilot/">10 unexpected ways to use GitHub Copilot</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How we’re experimenting with LLMs to evolve GitHub Copilot</title>
		<link>https://noise.getoto.net/2023/12/06/how-were-experimenting-with-llms-to-evolve-github-copilot/</link>
		
		<dc:creator><![CDATA[Sara Verdi]]></dc:creator>
		<pubDate>Wed, 06 Dec 2023 16:00:37 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[LLM]]></category>
		<guid isPermaLink="false">https://github.blog/?p=75682</guid>

					<description><![CDATA[<p>Learn how we’re experimenting with generative AI models to extend GitHub Copilot across the developer lifecycle.</p>
<p>The post <a href="https://github.blog/2023-12-06-how-were-experimenting-with-llms-to-evolve-github-copilot/">How we’re experimenting with LLMs to evolve GitHub Copilot</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Demystifying LLMs: How they can do things they weren’t trained to do</title>
		<link>https://noise.getoto.net/2023/10/27/demystifying-llms-how-they-can-do-things-they-werent-trained-to-do/</link>
		
		<dc:creator><![CDATA[Jeimy Ruiz]]></dc:creator>
		<pubDate>Fri, 27 Oct 2023 16:57:09 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Product]]></category>
		<guid isPermaLink="false">https://github.blog/?p=74958</guid>

					<description><![CDATA[<p>Explore how LLMs generate text, why they sometimes hallucinate information, and the ethical implications surrounding their incredible capabilities.</p>
<p>The post <a href="https://github.blog/2023-10-27-demystifying-llms-how-they-can-do-things-they-werent-trained-to-do/">Demystifying LLMs: How they can do things they weren’t trained to do</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Prompting GitHub Copilot Chat to become your personal AI assistant for accessibility</title>
		<link>https://noise.getoto.net/2023/10/09/prompting-github-copilot-chat-to-become-your-personal-ai-assistant-for-accessibility/</link>
		
		<dc:creator><![CDATA[Ed Summers]]></dc:creator>
		<pubDate>Mon, 09 Oct 2023 16:00:05 +0000</pubDate>
				<category><![CDATA[accessibility]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[GitHub Copilot Chat]]></category>
		<guid isPermaLink="false">https://github.blog/?p=74604</guid>

					<description><![CDATA[<p>GitHub Copilot Chat can help you learn about accessibility and improve the accessibility of your code. In this blog, we share a sample foundational prompt that instructs GitHub Copilot Chat to become your personal AI assistant for accessibility.</p>
<p>The post <a rel="nofollow" href="https://github.blog/2023-10-09-prompting-github-copilot-chat-to-become-your-personal-ai-assistant-for-accessibility/">Prompting GitHub Copilot Chat to become your personal AI assistant for accessibility</a> appeared first on <a rel="nofollow" href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How I used GitHub Copilot Chat to build a ReactJS gallery prototype</title>
		<link>https://noise.getoto.net/2023/09/27/how-i-used-github-copilot-chat-to-build-a-reactjs-gallery-prototype/</link>
		
		<dc:creator><![CDATA[Senna Parsa]]></dc:creator>
		<pubDate>Wed, 27 Sep 2023 16:24:25 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[GitHub Copilot Chat]]></category>
		<category><![CDATA[React]]></category>
		<guid isPermaLink="false">https://github.blog/?p=74315</guid>

					<description><![CDATA[<p>GitHub Copilot Chat can help developers create prototypes, understand code, make UI changes, troubleshoot errors, make code more accessible, and generate unit tests. </p>
<p>The post <a rel="nofollow" href="https://github.blog/2023-09-27-how-i-used-github-copilot-chat-to-build-a-reactjs-gallery-prototype/">How I used GitHub Copilot Chat to build a ReactJS gallery prototype</a> appeared first on <a rel="nofollow" href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How to build an enterprise LLM application: Lessons from GitHub Copilot</title>
		<link>https://noise.getoto.net/2023/09/06/how-to-build-an-enterprise-llm-application-lessons-from-github-copilot/</link>
		
		<dc:creator><![CDATA[Shuyin Zhao]]></dc:creator>
		<pubDate>Wed, 06 Sep 2023 19:04:19 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[How GitHub builds GitHub]]></category>
		<category><![CDATA[large language models]]></category>
		<category><![CDATA[LLM]]></category>
		<guid isPermaLink="false">https://github.blog/?p=73994</guid>

					<description><![CDATA[<p>The team behind GitHub Copilot shares its lessons for building an LLM app that delivers value to both individuals and enterprise users at scale. </p>
<p>The post <a rel="nofollow" href="https://github.blog/2023-09-06-how-to-build-an-enterprise-llm-application-lessons-from-github-copilot/">How to build an enterprise LLM application: Lessons from GitHub Copilot</a> appeared first on <a rel="nofollow" href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Why Rust is the most admired language among developers</title>
		<link>https://noise.getoto.net/2023/08/30/why-rust-is-the-most-admired-language-among-developers/</link>
		
		<dc:creator><![CDATA[Sara Verdi]]></dc:creator>
		<pubDate>Wed, 30 Aug 2023 14:00:08 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[programming languages]]></category>
		<category><![CDATA[Rust]]></category>
		<guid isPermaLink="false">https://github.blog/?p=73913</guid>

					<description><![CDATA[<p>Rust continues to top the charts as the most admired and desired language by developers, and in this post, we dive a little deeper into how (and why) Rust is stealing the hearts of developers around the world.</p>
<p>The post <a rel="nofollow" href="https://github.blog/2023-08-30-why-rust-is-the-most-admired-language-among-developers/">Why Rust is the most admired language among developers</a> appeared first on <a rel="nofollow" href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Introducing code referencing for GitHub Copilot</title>
		<link>https://noise.getoto.net/2023/08/03/introducing-code-referencing-for-github-copilot/</link>
		
		<dc:creator><![CDATA[Ryan J. Salva]]></dc:creator>
		<pubDate>Thu, 03 Aug 2023 16:01:05 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[Product]]></category>
		<guid isPermaLink="false">https://github.blog/?p=73497</guid>

					<description><![CDATA[Today, we’re announcing a private beta of GitHub Copilot with code referencing that includes a filter to detect code suggestions matching public code on GitHub.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How to build a GPT-3 App with Nextjs, React, and GitHub Copilot</title>
		<link>https://noise.getoto.net/2023/07/25/how-to-build-a-gpt-3-app-with-nextjs-react-and-github-copilot/</link>
		
		<dc:creator><![CDATA[Kedasha Kerr]]></dc:creator>
		<pubDate>Tue, 25 Jul 2023 17:00:23 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[GPT]]></category>
		<category><![CDATA[OpenAI]]></category>
		<category><![CDATA[prompt engineering]]></category>
		<guid isPermaLink="false">https://github.blog/?p=73202</guid>

					<description><![CDATA[In this step-by-step tutorial, you will learn how to use GitHub Copilot to build an application with OpenAI’s gpt-3.5-turbo model.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>A developer’s guide to prompt engineering and LLMs</title>
		<link>https://noise.getoto.net/2023/07/17/a-developers-guide-to-prompt-engineering-and-llms/</link>
		
		<dc:creator><![CDATA[Albert Ziegler]]></dc:creator>
		<pubDate>Mon, 17 Jul 2023 14:27:15 +0000</pubDate>
				<category><![CDATA[Company]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[large language models]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Product]]></category>
		<category><![CDATA[prompt engineering]]></category>
		<guid isPermaLink="false">https://github.blog/?p=73105</guid>

					<description><![CDATA[Prompt engineering is the art of communicating with a generative AI model. In this article, we’ll cover how we approach prompt engineering at GitHub, and how you can use it to build your own LLM-based application.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>How to use GitHub Copilot: Prompts, tips, and use cases</title>
		<link>https://noise.getoto.net/2023/06/20/how-to-use-github-copilot-prompts-tips-and-use-cases/</link>
		
		<dc:creator><![CDATA[Rizel Scarlett]]></dc:creator>
		<pubDate>Tue, 20 Jun 2023 16:00:08 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[Product]]></category>
		<category><![CDATA[prompt writing]]></category>
		<category><![CDATA[Tutorial]]></category>
		<guid isPermaLink="false">https://github.blog/?p=72576</guid>

					<description><![CDATA[In this prompt guide for GitHub Copilot, two GitHub developer advocates, Rizel and Michelle, will share examples and best practices for communicating your desired results to the AI pair programmer.]]></description>
		
		
		<enclosure url="" length="0" type="" />

			</item>
		<item>
		<title>Inside GitHub: Working with the LLMs behind GitHub Copilot</title>
		<link>https://noise.getoto.net/2023/05/17/inside-github-working-with-the-llms-behind-github-copilot/</link>
		
		<dc:creator><![CDATA[Sara Verdi]]></dc:creator>
		<pubDate>Wed, 17 May 2023 17:32:32 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[How GitHub builds GitHub]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Product]]></category>
		<guid isPermaLink="false">https://github.blog/?p=71956</guid>

					<description><![CDATA[Developers behind GitHub Copilot discuss what it was like to work with OpenAI’s large language model and how it informed the development of Copilot as we know it today.]]></description>
		
		
		<enclosure url="" length="0" type="" />

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		<item>
		<title>How GitHub Copilot is getting better at understanding your code</title>
		<link>https://noise.getoto.net/2023/05/17/how-github-copilot-is-getting-better-at-understanding-your-code/</link>
		
		<dc:creator><![CDATA[Johan Rosenkilde]]></dc:creator>
		<pubDate>Wed, 17 May 2023 17:32:16 +0000</pubDate>
				<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
		<category><![CDATA[How GitHub builds GitHub]]></category>
		<category><![CDATA[large language models]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[Product]]></category>
		<guid isPermaLink="false">https://github.blog/?p=71978</guid>

					<description><![CDATA[With a new Fill-in-the-Middle paradigm, GitHub engineers improved the way GitHub Copilot contextualizes your code. By continuing to develop and test advanced retrieval algorithms, they’re working on making our AI tool even more advanced.]]></description>
		
		
		<enclosure url="" length="0" type="" />

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