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  1. Mastra BlogSelected

    Mastra releases Factory Beta, agents now handle 25-35% of PRs

    Mastra released the open-source software factory Mastra Factory Beta, which connects GitHub, Linear and Slack and runs agents in phases according to a configurable kanban board, with each phase settable to manual or automatic. The company says that since the alpha version launched in July, Factory has automated 25-35% of PRs and closed 50-60% of issues, and the project receives more than 100 issues and merges about 200-250 PRs per week. The team also introduced a graph-based wiki knowledge base, AgentController session management and the Signals real-time correction mechanism, and plans to release the knowledge graph as an independent primitive.

    Sam Bhagwat

    Mastra released the open-source software factory Mastra Factory Beta, which connects GitHub, Linear and Slack and runs agents in phases according to a configurable kanban board, with each phase settable to manual or automatic. The company says that since the alpha version launched in July, Factory has automated 25-35% of PRs and closed 50-60% of issues, and the project receives more than 100 issues and merges about 200-250 PRs per week. The team also introduced a graph-based wiki knowledge base,

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  1. Tencent HunyuanSelected

    Tencent Hunyuan releases Hy4 preview, 770B parameters, 49B activated, 1M context

    Tencent Hunyuan releases Hy4 preview, with 770B total parameters, 49B activated, and support for 1M context, positioned for productivity scenarios and the open-source frontier, and emphasizing stable and affordable pricing. The official announcement also provides blog, Hugging Face, and GitHub entry points, and invites users to give feedback on issues.

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