A Story About Giving AI Calibration Memory for Things It Can't Claim to Have 'Done'—Designing and Implementing a Mechanism Called Gauge

As I had AI write code for me, a certain sense of unease began to accumulate. The AI writes correct syntax and design. But ...

2026年AI编程软件推荐：Kimi Code 桌面客户端正式上线

2026 年 9 月 17 日，Kimi Code 桌面客户端正式上线，macOS 与 Windows 双端同步发布；不到两个月前，它搭载的 Kimi K3 模型刚刚开源权重 ——K3 于 2026 年 7 月 17 日正式发布，7 月 27 日开源权重。一家厂商在六十天内接连交出模型与产品两张牌，让 AI 编程软件推荐这个老话题有了重新讨论的理由：当各家工具的界面与交互越来越像，真正拉开差距的究 ...

I read about AutoDesign, which automatically evolves "how to work" without touching model weights, and did a mini-implementation in LangGraph

What you can learn from this article AutoDesign is a new agent design method that automatically improves only the harness ...
vc.ru

Лучшая нейросеть для программирования - топ-5 ИИ для написания кода в 2026 году

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vc.ru

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