By Emma Yanyang Kong, JJ Tan, Ishan Gupta, Lars Olds, Claire Campbell, David Fagnan, Ratna Kavuri, Rohan Gosain, Veli Balin, Minsu Jang, Louis GarciaIntroductionAny team generating text with an...

Google has published benchmarks for GKE Pod snapshots, reporting up to 89% lower startup latency and a 70B model loading in 37 seconds. The feature checkpoints CPU and GPU memory through gVisor...

Cloudflare has introduced the Agent Development Lifecycle to enhance AI-driven engineering. The approach replaces the traditional SDLC, addressing bottlenecks in testing, deployment, and...

TestMu AI为Kane CLI推出Assurance Lifecycle功能，使工具不再局限于编写和重放浏览器测试。团队可描述功能需求，Kane CLI据此设计验证用例并永久关联需求，覆盖率基于证据衡量，随产品变更自动调整。该功能包含捕获、提取、评论、设计、执行、测量、维护七个独立命令，存储本地且仅追加、可重放，支持CI或AI代理无头运行，已在0.6.1及以上版本推出。

Google Cloud has introduced AI-powered Database Operations Agents, featuring an Onboarding Agent that streamlines database setup and an Observability Agent that helps automate troubleshooting,...

Technology companies are extending AI beyond code generation into earlier stages of the software lifecycle, including PRD validation, design inputs, and code review. Initiatives from Uber,...

Netflix has developed a graph-based architecture for managing machine learning systems, called the Model Lifecycle Graph. This system maps interconnections between datasets, models, features, and...

Saish Sali, Nipun Kumar, Sura ElamuruguIntroductionAs Netflix has grown, machine learning continues to support our ability to deliver value to members and drive excellence across multiple areas of...

Saish Sali, Nipun Kumar, Sura ElamuruguIntroductionAs Netflix has grown, machine learning continues to support our ability to deliver value to members and drive excellence across multiple areas of...

Google Cloud has introduced Agents CLI within its Agent Platform, aiming to streamline the development lifecycle of AI agents from local prototyping to production deployment. The release targets a...

HashiCorp has released Vault 2.0, moving to the IBM versioning and support model following its acquisition. The update introduces Workload Identity Federation for secret syncing without static...

Watch a webinar on using Codex across the software development lifecycle.

In 1982, Alan Kay famously stated: “People who are really serious about software should make their own hardware”. And in this age of cloud and mobile, where we rarely interact with servers and...

本文研究了智能合约生命周期各阶段的安全问题，提出了一种全面分析的方法。研究表明，各阶段脆弱合约具有明显的交易特征，通过七个特征和五个机器学习模型识别漏洞，具有重要的实用价值。

本研究指出，仅凭许可证条款无法准确评估数据集的法律风险，强调全面追踪数据集的重新分发及生命周期的重要性。研究开发的自动化合规系统NEXUS显示，人工智能在追踪和识别法律风险方面比人工专家更高效、准确。

Introducing the building blocks for automating and securing your software development lifecycle. Learn more about Automations, Gitpod Desktop, and Dev Container support.