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BigCode Project Releases Permissively Licensed Code Generation AI Model and Dataset
The BigCode Project recently released The Stack, a 6.4TB dataset containing de-duplicated source code from permissively licensed GitHub repositories which can be used to train code generation AI models. BigCode also released SantaCoder, a 1.1B parameter code generation model trained on The Stack. SantaCoder outperforms similar open-source code generation models.
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First Open Source Copyright Lawsuit Challenges GitHub Copilot
A class-action lawsuit has been filed in a US federal court challenging the legality of GitHub Copilot and the related OpenAI Codex. The suit against GitHub, Microsoft, and OpenAI claims violation of open-source licenses and could have a wide impact in the world of artificial intelligence.
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How Slack Engineers Addressed Their Most Common Mobile Development Pain Points
In a rather detailed article, Slack engineers Ahmed Eid and Arpita Patel provided an interesting peek into the processes they adopted along the years to improve developer experience in a number of distinct areas and the tools they used to that aim.
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GitHub Projects Now Generally Available
Announced in beta at GitHub Universe 2021, GitHub Projects is now generally available, including new features for issue grouping and pivoting, metadata customization, charting, and improved automation.
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Visual Studio Code Server Now Available in Private Preview
Microsoft has announced a private preview of the backend service that powers its Visual Studio Code editor, along with a specific CLI to manage it. Visual Studio Code Server can be installed everywhere and easily used through VS Code for the Web running in a browser.
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Git 2.37 Brings Built-in File Monitor, Improved Pruning, and More
Git 2.37 brings many new and improved features, including a built-in file system monitor on Windows and macOS, better unreachable objects management, improved external diff, faster git add, and more.
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GitHub Copilot Adopts Paid Model, Still Free for Some Open-Source Maintainers and Students
After almost one year in technical preview, GitHub Copilot is now prime time-ready for students and individual developers, says GitHub, while companies and larger organizations could get access to it before the end of the year.
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GitHub Enterprise Server 3.5 Improves Security, Updates GitHub Actions, and More
The latest release of GitHub Enterprise Server brings many new features with a special emphasis on security and compliance, says GitHub, including Dependabot integration, improved security features, updates to GitHub Actions, and more.
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GitHub Codespaces Add Support for Microservices and Monorepo Projects
GitHub continues to extend its cloud-based development environment Codespaces, aiming to make it more flexible and increase developer productivity. Specifically, the latest release of Codespaces targets teams developing microservices or using a large monorepo.
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GitHub Desktop 3.0 Improves Collaboration and Development Workflow
The latest release of GitHub official GUI client app for macOS and Windows, GitHub Desktop 3.0, brings new features that, while not striking on the surface, may improve collaboration and development workflow, including new notifications and improved checks UI.
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GitLens 12 Brings Support for Visual Studio Code for the Web
GitKraken launched GitLens 12, an open-source Visual Studio Code extension that enables using Git from Visual Studio Code for the Web and github.dev. Besides new free features, improvements, and fixes, GitLens 12 also introduces premium features, including Worktrees and Visual File History.
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GitHub Codespaces Can Now Be Templated to Improve Performance
GitHub has introduced prebuilt Codespaces to reduce the time it takes to spin up a full development environment for large, complex projects.
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How GitHub Uses Machine Learning to Extend Vulnerability Code Scanning
Applying machine learning techniques to its rule-based security code scanning capabilities, GitHub hopes to be able to extend them to less common vulnerability patterns by automatically inferring new rules from the existing ones.
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Google and GitHub Announce OpenSSF Scorecards v4 with New GitHub Actions Workflow
GitHub and Google have announced the version 4 release of the Open Source Security Foundation (OpenSSF)'s Scorecards project. Scorecards is an automated security tool that identifies risky supply chain practices in open source projects. This release includes a new Scorecards GitHub Action, new security checks, and a large increase in the repositories included in the foundations weekly scans.
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How GitHub Does DevOps for its iOS and Android Apps
GitHub relies heavily on GitHub Actions to manage the release process for their iOS and Android apps. Using the right tools to automate the process allows the mobile team to ship a new release every week, GitHub engineer Taehun Kim explains.