With seamless integration among VS Code, GitHub, and Azure, we supply an AI-powered, end-to-end improvement level to alteration your apps with AI.

AI has reset our expectations of what exertion tin achieve. From transforming however we research the cosmos to enabling doctors to supply personalized attraction and making concern functions run much intelligently, it each comes down to you—the developer—to crook this imaginable into reality. As developers, you’re experiencing a melodramatic displacement successful what you physique and however you physique it. And the tools you usage should seamlessly acceptable into your workflow, lick existent problems quickly, and support you successful the travel of development.

As a institution of developers who builds for different developers, we’re excited to beryllium portion of this alteration and galore of america volition beryllium astatine GitHub Universe to stock our acquisition and larn from others astir however AI is reshaping however we work. We’re not coming bare handed. I’m excited to denote caller capabilities and tools that further integrate Microsoft Azure AI services straight successful your favourite dev tools.

With seamless integration among Visual Studio (VS) Code, GitHub, and Azure, we supply an AI-powered, end-to-end improvement level gathering connected beardown assemblage enactment to assistance you alteration your apps with AI. Read connected for the details and beryllium definite to drawback up connected each the GitHub news this week.

Now successful preview: GitHub Copilot for Azure, your idiosyncratic expert

By integrating with tools you already use, like GitHub and Visual Studio Code, GitHub Copilot for Azure builds upon the Copilot Chat capabilities successful VS Code to assistance you negociate resources and deploy applications. Using “@ azure,” you tin get personalized guidance to larn astir services and tools without leaving your code. This tin accelerate and streamline improvement by provisioning and deploying Azure resources done Azure Developer CLI (azd) templates. GitHub Copilot for Azure besides helps you diagnose issues and reply questions astir resources and costs, freeing your clip to absorption connected immoderate you similar portion GitHub Copilot for Azure takes attraction of the rest. Get started today.

Deploy successful arsenic small arsenic 5 minutes with AI App Templates

AI App Templates accelerate your improvement by helping you get started faster and simplifying valuation and the way to production. You tin usage AI App Templates straight successful your preferred improvement situation specified arsenic GitHub Codespaces, VS Code, and Visual Studio. You tin adjacent get recommendations for circumstantial templates close from GitHub Copilot for Azure based connected your AI usage lawsuit oregon scenario. Most importantly, the templates supply flexibility and choice, offering a assortment of models, frameworks, programming languages, and solutions from fashionable AI toolchain vendors specified arsenic Arize, LangChain, LlamaIndex, and Pinecone. You tin deploy afloat apps astatine erstwhile oregon commencement with app components, provisioning resources crossed Azure and spouse services. The templates besides see recommendations for added security, similar utilizing Managed Identity and keyless authentication flows. Get started.

Customize and standard your AI apps

To empower you to rapidly discover, learn, and experimentation with a scope of the latest, astir precocious AI models, GitHub announced contiguous that GitHub Models is present successful preview, bringing you Azure AI’s starring exemplary enactment nonstop to GitHub. Building connected that theme, the Azure AI exemplary inference API present enables you to research and entree Azure AI models straight done GitHub Marketplace. Compare exemplary performance, experiment, and mix-and-match a assortment of models, including precocious proprietary and unfastened models that enactment a wide scope of tasks, for escaped (usage limits apply).

Once you’ve selected your exemplary and are acceptable to customize and deploy, you tin seamlessly setup and login to your Azure relationship to standard from escaped token usage to paid endpoints with enterprise-level information and monitoring successful production. Learn more.

Simplify Java Runtime updates with GitHub Copilot upgrade adjunct for Java

Keeping your Java apps up to day tin beryllium a time-consuming task. GitHub Copilot upgrade adjunct for Java offers an attack utilizing AI to simplify this process and allowing you to upgrade your Java applications with minimal manual effort. Integrated into fashionable tools similar Visual Studio Code, the GitHub Copilot upgrade adjunct for Java generates an upgrade program and guides you done a step-by-step process to modulation from an older Java runtime to a newer mentation with optional dependencies and frameworks specified arsenic Spring Boot and JUnit. During the upgrade, the adjunct automatically fixes issues done a dynamic physique oregon hole loop and uses a human-in-the-loop attack for you to code different errors and marque fixes if necessary. It ensures transparency by providing entree to logs, codification changes, outputs, and details astatine each step, giving you afloat power portion benefiting from enhanced AI automation passim the process. Once the upgrade is complete, you tin easy reappraisal the elaborate summary, and inspect each codification modifications, making the full upgrade process creaseless and efficient, allowing you to absorption connected innovation alternatively of manual maintenance.

Scale AI applications with Azure AI valuation and online A/B experimentation utilizing CI/CD workflows 

Given trade-offs betwixt concern impact, hazard and cost, you request to beryllium capable to continuously measure your AI applications and tally A/B experiments astatine scale. We are importantly simplifying this process with GitHub Actions that tin beryllium integrated seamlessly into existing CI/CD workflows successful GitHub. In your CI workflows, you volition beryllium capable to tally automated valuation aft changes are committed leveraging the Azure AI Evaluation SDK to compute metrics specified arsenic coherence and fluency. Following palmy deployment, A/B experiments are automatically created and analyzed utilizing retired of the container AI exemplary metrics and customized metrics arsenic portion of CD workflows. Along the mode you tin besides prosecute with a GitHub Copilot for Azure plugin that assists with experimentation, creates metrics, powers decisions and more. Stay tuned for much details astatine Microsoft Ignite and sign up for our backstage preview to larn more! 

We spot our concern with Azure, you tin spot it with yours 

As you research caller AI capabilities for your organization, the level you take matters. Today, 95% of Fortune 500 companies spot their operations connected Azure. Our business, including Microsoft 365, Dynamics 365, Bing, Copilots, etc., besides runs connected Azure. The aforesaid tools and services we usage to physique and tally Microsoft are disposable for you. Our integration with GitHub and Visual Studio Code simplifies gathering with AI connected Azure. And with much than 60 information halfway regions globally and a dedicated information team, Azure offers a reliable and unafraid instauration for your AI projects. All large reasons to physique your adjacent AI app with GitHub and Azure. 

And, if you’re astatine GitHub Universe this week, halt by and accidental hullo to the Azure team.

About Jessica

Jessica leads data, AI, and integer exertion merchandise selling astatine Microsoft. Find Jessica’s blog posts here and beryllium definite to follow Jessica connected LinkedIn.