Agent 收到这个原因后就能理解约束的含义，然后走另一条路完成任务。它不需要事先"记住"不能用 git，它可以先尝试，然后被告知为什么不行以及应该怎么做。 你在 CLAUDE.md 里写了一条规则："不要执行 git push"。Agent 遵守了，它确实没有调用 git 工具。但它写了 ...

In this tutorial, we implement an end-to-end workflow for Salesforce CodeGen. We load a CodeGen model from Hugging Face, prepare it for code generation, and use it to generate Python functions from ...

Building autonomous AI agents has, until recently, felt like assembling a fragile house of cards. You stitch together Python libraries, wrestle with dependency conflicts, and cross your fingers that ...

Automation has become the backbone of modern SystemVerilog/UVM verification environments. As designs scale from block-level modules to full system-on-chips (SoCs), engineers rely heavily on scripts to ...

Matrix 是少数派的写作社区，我们主张分享真实的产品体验，有实用价值的经验与思考。我们会不定期挑选 Matrix 最优质的文章，展示来自用户的最真实的体验和观点。 文章代表作者个人观点，少数派仅对标题和排版略作修改。 背景 我使用 Syncthing 在我的多个 ...

We begin this tutorial by showing how we can combine MLE-Agent with Ollama to create a fully local, API-free machine learning workflow. We set up a reproducible environment in Google Colab, generate a ...

根据场景需求选择合适的语言： C++：适合高性能、实时性要求高的场景（如工业控制），可直接操作硬件，支持跨平台开发。 Python：适合快速开发、数据处理和自动化任务，语法简洁，拥有丰富的库支持。 Java：适合大型分布式系统，跨平台性强，稳定性高。

Code uploaded to AI developer platform Hugging Face covertly installed backdoors and other types of malware on end-user machines, researchers from security firm JFrog said Thursday in a report that’s ...