Massdriver Blog
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Self-service infrastructure for developers and AI agents. Platform engineering teams package the Terraform, OpenTofu, and Helm they already trust, and every deploy is policy-checked before it lands.
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全民工程师时代：每个人都是开发者

非技术员工用 Claude Code 等 AI 工具自建应用已成常态，这不是新威胁，而是 DevOps 该接管的新战场——解决方案是把治理嵌入 AI agent 本身，而不是阻止他们。Gartner 2021 年数据显示 41% 员工已在 IT 部门外创建技术能力，AI 让这件事变得极其简单。研究者扫描 5600 个 vibe-coded 应用发现 2000+ 漏洞和 400 个泄露密钥，说明风险真实存在。作者认为 DevOps 的核心工作从"稀缺性管控"转向"为全民构建铺路"，微软已推出让 Claude Code 感知企业数据的 skill files。
评论点赞收藏5 小时前

It Works. That's the Problem.

AI coding tools work shockingly well. That's what makes the structural risks so hard to dismiss. A reflection on productivity, dependency, and the quiet consolidation of the intelligence layer.
评论点赞收藏179 天前

Little Orphan Kube-Proxy

AWS forces users to handle the management of kube-proxy in EKS clusters. If you're experiencing strange network behavior in a long-lived EKS cluster, this could be the problem. Let's go over some solu...
评论点赞收藏515 天前

The Case for Abstractions in IaC

Most Infrastructure as Code implementations expose too much complexity, forcing developers to make infrastructure decisions they shouldn’t have to. This post explores why generic IaC modules fail, how...
评论点赞收藏523 天前

GitOps Is Not the Right Tool for the Job

GitOps isn’t the right fit for modern Ops, DevOps, or platform engineering. Learn why static workflows fail to address dynamic cloud complexity and explore better tools for managing real-time infrastr...
评论点赞收藏607 天前

Getting Started with OpenTofu on Azure

OpenTofu is an infrastructure-as-code tool that lets you define both cloud and on-prem resources in human-readable configuration files that you can version, reuse, and share. This post will help you g...
评论点赞收藏660 天前

What is Platform Engineering?

For teams ingrained in DevOps practices, this term ushers in a broader horizon, a fresh perspective on managing infrastructure. But what does Platform Engineering offer, especially for those adept in ...
评论点赞收藏853 天前

Progressing through the DevOps Maturity Model

Improving your organization's position in the DevOps Maturity Model involves focusing on specific practices, tools, and processes that align with the capabilities and needs of each maturity level.
评论点赞收藏876 天前

Infrastructure Bill of Materials

Massdriver's infrastructure bill of materials enables the feedback loop that powers cost and monitoring. Harness that power without transfering mangement control.
评论点赞收藏981 天前