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https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.43.47 AM.png?w=516 516w" sizes="(max-width: 800px) 100vw, 800px" /></div><a href="https://resources.github.com/artificial-intelligence/how-enterprise-engineering-teams-can-successfully-adopt-ai/" class="d-block mb-2 f3 lh-condensed color-fg-default text-bold card__link">How enterprise engineering teams can successfully adopt AI</a><p class="mb-3 f5 color-fg-muted">Learn how to bring AI to your engineering teams and maximize the value that you get from it.</p><span class="Link d-inline-flex flex-items-center" role="presentation">Learn more<svg xmlns="http://www.w3.org/2000/svg" class="octicon d-block ml-1 mt-1" viewBox="0 0 12 12" width="12" height="12"><path d="M4.7 10c-.2 0-.4-.1-.5-.2-.3-.3-.3-.8 0-1.1L6.9 6 4.2 3.3c-.3-.3-.3-.8 0-1.1.3-.3.8-.3 1.1 0l3.3 3.2c.3.3.3.8 0 1.1L5.3 9.7c-.2.2-.4.3-.6.3Z"></path></svg></span></li> </ul> </li> <li id="menu-item-78840"><a href="https://github.blog/news-insights/" 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srcset="https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.44.23 AM.png?w=300 300w, https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.44.23 AM.png?w=800 800w, https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.44.23 AM.png?w=400 400w, https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.44.23 AM.png?w=1032 1032w, https://github.blog/wp-content/uploads/2024/07/Screenshot-2024-07-23-at-8.44.23 AM.png?w=516 516w" sizes="(max-width: 800px) 100vw, 800px" /></div><a href="https://github.blog/ai-and-ml/llms/unlocking-the-power-of-unstructured-data-with-rag/" class="d-block mb-2 f3 lh-condensed color-fg-default text-bold card__link">Unlocking the power of unstructured data with RAG</a><p class="mb-3 f5 color-fg-muted">Learn how to use retrieval-augmented generation (RAG) to capture more insights.</p><span class="Link d-inline-flex flex-items-center" role="presentation">Learn more<svg 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</div> <div class="col- mt-3 mt-md-0 mb-md-3"> <h1 class="h3-mktg color-fg-default"> GitHub Engineering </h1> <p class="mt-3 color-fg-default"> <a href="https://github.com/github" target="_blank">@github</a> </p> </div> </div> </div> </div> </div> </div> <div class="container-xl mx-auto p-responsive-blog"> <h2 class="h5-mktg mb-4 mb-lg-7 pb-3 border-bottom color-border-subtle"> Posts by this author </h2> <div class="mb-8 mb-lg-10"> <div class="post-columns post-columns--1-1-3-3"> <article class="d-flex flex-wrap gutter-spacious color-border-muted card"> <div class="col-12 col-lg-5"> <div class="d-lg-none mb-3"> <div class="d-block position-relative rounded-2 overflow-hidden tease-thumbnail"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block 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Its goal is to provide a high-level API to help with common tasks associated with operating an Elasticsearch cluster such as querying health status of the cluster, migrating data off of nodes, updating cluster settings, and more.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <div class="d-flex flex-items-center mr-3"> <a href="https://github.blog/author/githubengineering/" class="d-block post-author-avatar position-relative z-2"> <img alt='Avatar photo' src='https://avatars1.githubusercontent.com/u/9919?v=4&s=40' srcset='https://avatars1.githubusercontent.com/u/9919?v=4&s=80 2x' class='avatar avatar-40 photo d-block circle' height='40' width='40' loading='lazy' decoding='async'/> </a> </div> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2019-03-05" class="text-mono color-fg-muted no-wrap">March 5, 2019</time> </span> </div> </footer> </div> <div class="d-none d-lg-block col-lg-7"> <div class="d-block position-relative rounded-2 overflow-hidden tease-thumbnail"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block tease-thumbnail__img cover-image" loading="lazy"> </div> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/ai-and-ml/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">AI & ML</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/ai-and-ml/machine-learning/towards-natural-language-semantic-code-search/" target="_self"> Towards Natural Language Semantic Code Search </a> </h3> <div class="f4-mktg color-fg-muted"> <p> Our machine learning scientists have been researching ways to enable the semantic search of code.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2018-09-18" class="text-mono color-fg-muted no-wrap">September 18, 2018</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Engineering</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/engineering-principles/removing-jquery-from-github-frontend/" target="_self"> Removing jQuery from GitHub.com frontend </a> </h3> <div class="f4-mktg color-fg-muted"> <p>We have recently completed a milestone where we were able to drop jQuery as a dependency of the frontend code for GitHub.com. This marks the end of a gradual, years-long…</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2018-09-06" class="text-mono color-fg-muted no-wrap">September 6, 2018</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Engineering</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/infrastructure/mitigating-replication-lag-and-reducing-read-load-with-freno/" target="_self"> Mitigating replication lag and reducing read load with freno </a> </h3> <div class="f4-mktg color-fg-muted"> <p>At GitHub, we use MySQL as the main database technology backing our services. We run classic MySQL master-replica setups, where writes go to the master, and replicas replay master’s changes asynchronously. To be able to serve our traffic we read data from the MySQL replicas.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2017-10-13" class="text-mono color-fg-muted no-wrap">October 13, 2017</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Engineering</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/infrastructure/mysql-testing-automation-at-github/" target="_self"> MySQL infrastructure testing automation at GitHub </a> </h3> <div class="f4-mktg color-fg-muted"> <p>Our MySQL infrastructure is a critical component to GitHub. MySQL serves GitHub.com, GitHub’s API, authentication and more. Every git request touches MySQL in some way. We are tasked with keeping…</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2017-07-06" class="text-mono color-fg-muted no-wrap">July 6, 2017</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/architecture-optimization/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Architecture & optimization</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/architecture-optimization/how-four-native-developers-wrote-an-electron-app/" target="_self"> How Four Native Developers Wrote An Electron App </a> </h3> <div class="f4-mktg color-fg-muted"> <p>Today we released the new GitHub Desktop Beta, rewritten on Electron.Electron is a well-known on-ramp for web developers to build desktop apps using familiar web technologies: HTML, CSS, and JavaScript. </p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2017-05-16" class="text-mono color-fg-muted no-wrap">May 16, 2017</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/open-source/git/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Git</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/open-source/git/integrating-git-in-atom/" target="_self"> Integrating Git in Atom </a> </h3> <div class="f4-mktg color-fg-muted"> <p>Perform common Git operations without leaving the editor: stage changes, make commits, create and switch branches, resolve merge conflicts, and more.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2017-05-16" class="text-mono color-fg-muted no-wrap">May 16, 2017</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Engineering</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/user-experience/a-formal-spec-for-github-markdown/" target="_self"> A formal spec for GitHub Flavored Markdown </a> </h3> <div class="f4-mktg color-fg-muted"> <p>We’re releasing a formal specification of the syntax for GitHub Flavored Markdown, and its corresponding reference implementation.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2017-03-14" class="text-mono color-fg-muted no-wrap">March 14, 2017</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/architecture-optimization/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Architecture & optimization</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/architecture-optimization/how-we-made-diff-pages-3x-faster/" target="_self"> How we made diff pages three times faster </a> </h3> <div class="f4-mktg color-fg-muted"> <p>We serve a lot of diffs here at GitHub. Because it is computationally expensive to generate and display a diff, we’ve traditionally had to apply some very conservative limits on…</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2016-12-06" class="text-mono color-fg-muted no-wrap">December 6, 2016</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/news-insights/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">News & insights</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/news-insights/the-library/glb-part-2-haproxy-zero-downtime-zero-delay-reloads-with-multibinder/" target="_self"> GLB part 2: HAProxy zero-downtime, zero-delay reloads with multibinder </a> </h3> <div class="f4-mktg color-fg-muted"> <p>As part of the design of GLB, we set out to solve a few of the common issues found when using HAProxy at scale.</p> </div> <footer> <div class="d-flex flex-items-center mb-6px"> <span> <span class="text-bold"> <a href="https://github.blog/author/githubengineering/" title="Posts by GitHub Engineering" class="author url fn Link--primary no-wrap position-relative z-2" rel="author">GitHub Engineering</a> </span> <span class="mx-1 color-fg-muted">·</span> <time datetime="2016-12-01" class="text-mono color-fg-muted no-wrap">December 1, 2016</time> </span> </div> </footer> </div> </article> <article class="color-border-muted card"> <div class="d-flex flex-column"> <div class="d-block col-12 position-relative rounded-2 mb-3 overflow-hidden tease-thumbnail" target="_self"> <svg aria-hidden="true" width="1032" height="548" class="width-full height-auto d-block" role="presentation"></svg> <img src="https://github.blog/wp-content/themes/github-2021/assets/img/fallbacks/archive-hero-1.png" alt="An illustration of two octocats repairing a robot." class="d-block cover-image tease-thumbnail__img" loading="lazy"> </div> <div class="mb-1"><a href="https://github.blog/engineering/" class="f5-mktg text-gradient-purple-coral text-bold pb-1 position-relative z-2">Engineering</a></div> <h3 class="h6-mktg mb-2"> <a class="Link--primary card__link" href="https://github.blog/engineering/infrastructure/introducing-glb/" target="_self"> Introducing the GitHub Load Balancer </a> </h3> <div class="f4-mktg color-fg-muted"> <p>Over the last year we’ve developed our new load balancer, called GLB (GitHub Load Balancer). 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