Before Claude Code wrote its first line of code, Vercel was already in the vibe coding space with its v0 service. The basic idea behind the original v0, which launched in 2024, was essentially to be ...
The table shows the pin configuration of the Arduino UNO–based robotic arm. The red (VCC) wires of all servos are connected ...
On SWE-Bench Verified, the model achieved a score of 70.6%. This performance is notably competitive when placed alongside significantly larger models; it outpaces DeepSeek-V3.2, which scores 70.2%, ...
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The GitHub Copilot SDK turns the Copilot CLI into a cross-platform agent host with Model Context Protocol support.
Ralph Loop 是一种自主迭代循环机制。你给出一个任务和完成条件后,代理开始执行该任务;当模型在某次迭代中尝试结束时,一个 Stop Hook 会拦截试图退出的动作,并重新注入原始任务提示,从而创建一个自我参照的反馈循环。在这个循环中,模型可以读取上一次迭代改动过的文件、测试结果和 git 历史,并据此逐步修正自己的输出直到达到完成条件或达到设定的迭代上限。