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Kimi K3 in Copilot: Open Models Need Workflow

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GitHub Copilot
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GitHub Copilot is a revolutionary AI tool that enhances the developer experience by providing contextualized support throughout the software development process. This generative AI coding assistant from industry leaders offers code completions, chat assistance in IDEs, code explanations, and even documentation insights on GitHub. Copilot leverages your coding context, open tabs, and GitHub projects to streamline coding tasks. By tapping into AI capabilities, it helps you write code faster and more efficiently. With comprehensive guides available, developers can optimize Copilots features, learn best practices, and leverage real-world examples to boost coding accuracy and efficiency. Experience a new era of coding with GitHub Copilot.

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FoundationDB custom C++ language extension for efficient actor-based concurrency with futures, promises, wait(), and ACTOR constructs.

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Ogcode is an agentic coding assistant with a web UI, written in Go, that can understand a codebase, plan work with the user, create branches and open pull requests. Its Build Mode lets an agent read, edit and execute code directly, while Plan Mode decomposes larger features or refactors into branch-based tasks that can run in parallel. The tool is for developers who want a more visual, collaborative alternative to terminal-only coding agents. It solves the workflow gap between planning and implementation by keeping tasks, branches and PR creation in one loop. It is notable now because parallel branch agents are becoming a serious way to ship multi-part features faster.

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