In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

GitHub's 2025 Octoverse reveals TypeScript added 1M+ contributors to claim #1 spot, as typed languages become essential for AI-assisted development workflows. TypeScript has dethroned Python as the ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

In this tutorial, we build a safety-critical reinforcement learning pipeline that learns entirely from fixed, offline data rather than live exploration. We design a custom environment, generate a ...

两个月前，在 Linux Foundation 的开源峰会上，Linux 之父 Linus Torvalds 还曾公开透露，自己没有真正用过 AI 来生成代码。但这个说法，很快就被他本人“打脸”了。 就在刚过去的一个假期里，Linus 不仅亲自上手体验了一把当下颇为流行的 Vibe Coding（氛围编码），而且 ...

Abstract: Python is a widely-used programming language in various applications, including those developed using DevOps practices. However, the utilization of Python in DevOps presents security ...