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English(EN) When Models Eat the World: Supply Chain Quality for AI-Dependent Systems

Databricks 使用 Hydra 扩展监控;nOps 在 Lakebase 上重建

Databricks 开发了一个名为 Hydra 的新监控平台,构建在其 Lakehouse 架构之上,以处理其海量运营规模,每日摄取超过 10 万亿个样本并管理 50 亿个活跃时间序列。该平台解决了高基数指标的挑战,并旨在实现更少干预、自我修复的基础设施。同时,nOps 使用 Databricks Lakebase 重建了其云优化平台,整合了其应用程序和分析,以实现更简单、更快的架构。此外,多家公司正在推出旨在简化跨 AWSGCPAzure 的云基础设施管理和 AI 应用部署的工具和平台,重点关注安全性和开发者体验。 AI

影响 新的基础设施和工具正在涌现,以支持大规模 AI 部署和多云管理,表明 AI 运营生态系统正在成熟。

排序理由 多家公司宣布在云基础设施、监控和 AI 部署工具方面取得重大进展,包括 Databricks 和 nOps 的主要平台更新。

在 dev.to — LLM tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 16 个来源。 我们如何撰写摘要 →

Databricks 使用 Hydra 扩展监控;nOps 在 Lakebase 上重建

报道来源 [16]

  1. Databricks Blog TIER_1 English(EN) ·

    日处理10万亿样本:Databricks 扩展超越传统监控基础设施

    Databricks’ monitoring infrastructure has more than tripled in size over the last year, ...

  2. Databricks Blog TIER_1 English(EN) ·

    nOps 如何在 Databricks Lakebase 上重建其云优化平台,以及其他 ISV 为何也应如此

    nOps, a Databricks Built On partner managing over $4 billion in annual cloud spend,...

  3. HN — AI infrastructure stories TIER_1 English(EN) · TankeJosh ·

    Launch HN: Infra.new (YC W23) – 内置安全护栏的 DevOps 助手

  4. HN — AI infrastructure stories TIER_1 English(EN) · suryao ·

    Launch HN: Argonaut (YC S21) – 轻松将应用和基础设施部署到 AWS 和 GCP

  5. MarkTechPost TIER_1 English(EN) · Michal Sutter ·

    2026年最佳向量数据库:九大领先系统的定价、规模限制和架构权衡

    <p>Vector databases are now core retrieval infrastructure for RAG and agentic AI. This guide compares nine production options on architecture, pricing, and scale.</p> <p>The post <a href="https://www.marktechpost.com/2026/05/10/best-vector-databases-in-2026-pricing-scale-limits-a…

  6. Mastodon — sigmoid.social TIER_1 日本語(JA) · [email protected] ·

    AI与云基础设施(AWS、GCP、Azure)对比:企业选择它们的原因 解释AWS、GCP和Azure在AI和云基础设施方面的区别。介绍企业选择云基础设施的原因和AI用例。https:// ai-blog-seven-wine.vercel.app/ ja/posts/2026-05

    AIとクラウドインフラ(AWS・GCP・Azure)比較:企業が選ぶ理由 AIとクラウドインフラの比較。AWS・GCP・Azureの違いを解説。企業がクラウドインフラを選ぶ理由と、AIの活用事例を紹介する。 https:// ai-blog-seven-wine.vercel.app/ ja/posts/2026-05-21-am-8vpqs # AI # クラウドインフラ # AWS

  7. Towards AI TIER_1 English(EN) · Sunilkumar Reddy Eraganeni ·

    构建多云架构

    <figure><img alt="" src="https://cdn-images-1.medium.com/max/870/1*wbu6jmZmIu3BiUZat3x8KA.png" /></figure><p><strong>1. Introduction: Why Multi-Cloud Became Inevitable</strong></p><p>The enterprise data platform supported multiple regions and distinct business units. Data workloa…

  8. dev.to — MCP tag TIER_1 English(EN) · Michael "Mike" K. Saleme ·

    2026年5月:MCP攻击面增至三倍——三项披露和一家银行的SEC文件告诉你该测试什么

    <p>In the past two weeks, four publicly-documented events made the AI agent attack surface concrete in a way vendor marketing usually obscures. They share a single structural property: the agent's trust model is wrong, and the consequences are now measurable.</p> <h2> The exposur…

  9. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    我在 Pluralsight 博客上发布了新文章,内容涵盖:• Kubernetes 的 AI Agent • AKS 的 Agentic CLI • 多云成本管理 探讨 AI、Kubernetes 的发展方向

    I wrote new posts on the Pluralsight blog covering: • AI Agents for Kubernetes • Agentic CLI for AKS • Multicloud cost management A look at where AI, Kubernetes, and cloud operations are heading. Read more: https://www. buchatech.com/2026/05/explorin g-ai-kubernetes-and-multiclou…

  10. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    运行 AI 应用不应意味着从头开始构建和保护基础设施。我们的 AI Hosting:托管 Kubernetes、数据主权、灵活部署

    Running AI applications shouldn't mean building and securing infrastructure from scratch. Our AI Hosting: managed Kubernetes, data sovereignty, flexible deployment (AWS / Azure / GCP / on-premise), and a team with deep application hosting expertise. Focus on your # AI models. We'…

  11. The Register — AI TIER_1 English(EN) · Jessica Lyons ·

    永无止境的供应链攻击侵入SAP npm包及其他开发工具

    <h4>Mini Shai-Hulud caught spreading credential-stealing malware</h4> <p>The wave of supply chain attacks aimed at security and developer tools has washed up more victims, namely SAP and Intercom npm packages, plus the lightning PyPI package.…</p>

  12. The Register — AI TIER_1 English(EN) · Jessica Lyons ·

    持续的供应链攻击“明确针对”安全和开发工具

    <h4>Vendor confirms repo data exposure after Lapsus$ claims source code, secrets dump</h4> <p>Software security testing outfit Checkmarx has become the latest organization caught up in an ongoing attack on security-tool providers. The biz said data posted online appears to have c…

  13. dev.to — LLM tag TIER_1 English(EN) · keeper ·

    当模型吞噬世界:AI依赖系统的供应链质量

    <blockquote> <p>When your code quality is decided by a third party's model whose behavior can change without notice, where does your quality system stand?</p> </blockquote> <h2> A Quality Risk You're Probably Ignoring </h2> <p>In February 2026, a SaaS company's customer satisfact…

  14. dev.to — LLM tag TIER_1 English(EN) · Guy Kobrinsky ·

    你的公有云无法获得实时LLM成本

    <p>As an engineering manager who has spent years grappling with infrastructure costs across all public cloud environments, I've seen firsthand how quickly expenses can spiral without proper visibility. When it comes to Generative AI, specifically LLMs, there's a common misconcept…

  15. Mastodon — fosstodon.org TIER_1 English(EN) · [email protected] ·

    🚨 招聘警报 | 高级技术架构师 – 人工智能与数字工程 🚨 📍 地点:海得拉巴 👨‍💻 经验:12–14 年 💼 工作类型:永久 💰 年薪:U

    🚨 Hiring Alert | Senior Technical Architect – AI & Digital Engineering 🚨 📍 Location: Hyderabad 👨‍💻 Experience: 12–14 Years 💼 Employment Type: Permanent 💰 CTC: Up to 40 LPA 📩 Apply here: - https:// zurl.co/8FVNz # Hiring # TechnicalArchitect # AI # GenAI # CloudArchitecture # Java…

  16. Mastodon — fosstodon.org TIER_1 한국어(KO) · [email protected] ·

    Burn – 按命名空间和 Pod 分析 K8s 成本浪费。只需 kubectl,无需部署

    Burn – K8s cost waste by namespace and pod. Just kubectl, no deploy Burn은 Kubernetes 클러스터의 네임스페이스와 파드 단위 비용 낭비를 분석하는 CLI 도구로, 별도의 에이전트 배포 없이 kubectl 명령어만으로 실행할 수 있습니다. AWS, Azure, GCP 클라우드 및 온프레미스 환경을 지원하며, 실제 사용량 기반 비용 분석과 AI 추천 기능을 통해 비용 절감 방안을 제시합니다. Slack 통합도 제공하여 실시간 비용 보고서와…