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推出 Data+AI 开发 Notebook，集成 Spark、Ray、Hive 等引擎，支持 Python/SQL 混合编程，实现从数据处理到模型推理的一站式开发。结合 Copilot Agent 模式，提供任务自动执行、代码生成、作业调试等智能辅助功能，显著降低 AI 开发门槛。
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gitgres is a neat hack right now, but if open source hosting keeps moving toward federation and decentralization, with ForgeFed, Forgejo’s federation work, and more people running small instances for their communities, the operational simplicity of a single-Postgres deployment matters more than raw storage efficiency. Getting from a handful of large forges to a lot of small ones probably depends on a forge you can stand up with docker compose up and back up with pg_dump, and that’s a lot easier when there’s no filesystem of bare repos to manage alongside the database.
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