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Show HN: Intelix – AI agent that investigates and resolves production incidents
AI代理自动调查生产故障，从证据收集到根因推理一气呵成，运维救星。
Hi HN, I built Intelix, an AI incident-response agent for engineering teams. When a production incident happens, Intelix investigates it instead of si…
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Designing AI Pipelines for Decision-Ready ITSM Intelligence
把AI管道设计成决策就绪的ITSM智能，IT运维智能化必读方案。
arXiv:2608.12670v1 Announce Type: cross Abstract: IT service management (ITSM) systems accumulate large volumes of heterogeneous ticket data that are …
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GitHub availability report: July 2026
钉住GitHub服务波动数据，了解七月八个影响可用性的事件细节。
In July, we experienced eight incidents that resulted in degraded performance across GitHub services. The post GitHub availability report: July 2026 a…
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OllaLink: A Simpler Approach to Remote Access
浏览器里的远程访问新姿势，管理多设备更省心，上手零门槛。
Remote infrastructure can become difficult to manage as teams and devices grow. [OllaLink](https://ollalink.com/)takes a browser-based approach to rem…
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Ask GitHub SRE: How serious is the situation there?
GitHub SRE亲自回应系统现状，技术圈都在追问：到底有多严重？真实一线声音别错过
Comments URL: https://news.ycombinator.com/item?id=49201459 Points: 14 # Comments: 0
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Beyond the Hype: Mastering Java 24 Patterns and K8s 1.33 for Enterprise AI Ops
Java 24新特性遇上K8s 1.33平台工程，解锁企业级AI资源调度与GPU精细化管理新姿势。
Beyond the Hype: Mastering Java 24 Patterns and K8s 1.33 for Enterprise AI Ops As we move into March 2026, the intersection of Java 24 , Kubernetes 1.…
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Trace digests for LLM monitoring, at 1/30th the price of Sonnet
对比Claude Sonnet，用1/30成本实现LLM跟踪摘要，监控效率飙升。
We run one LLM call on every agent trace we ingest: it reduces the trace to a short, searchable digest. Because it runs on every trace from every cust…
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From DevOps to SRE: Making the Transition
从DevOps转向SRE六年，真实分享思维本质差异：从“如何更快交付”到“如何稳定地更快交付”。
I moved from a DevOps title to an SRE title about 6 years ago. On paper, they look similar. In practice, the mindset is different. Here's what actuall…
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不同模型厂同一家Agentic Infra，AGI时代的地基终于浮出水面
无问芯穹推出智算集群运维智能体，实现“问题找人”自动解决，人效5倍、成本降低37.5%，跨域强化学习零中断运行。
大模型时代的共同选择
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Skyportal SRE – an open-source AI infrastructure engineer
开源AI基础设施工程师Skyportal SRE，用AI自动化集群运维与故障排查。
Article URL: https://github.com/SkyportalAi/skyportalai Comments URL: https://news.ycombinator.com/item?id=48940335 Points: 4 # Comments: 1
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Show HN: A multi-location vending machine operations portal
多地点自动售货机运营管理，开源门户助你高效运维
Article URL: https://github.com/skorotkiewicz/vending-operations-portal Comments URL: https://news.ycombinator.com/item?id=48940448 Points: 1 # Commen…
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What if the safest Kubernetes fix is no fix at all?
K8sGPT项目揭示：有些K8s故障，不修复才是最佳策略
AI-assisted DevOps and SRE tools are becoming more common. Tools like K8sGPT can scan Kubernetes clusters, detect issues, and explain what might be go…
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IBM 发布 Power 自主运维 AI 智能体，可自动监控并修复系统问题
IBM推出基于AI智能体的Power自主运维系统，可自动监控并修复系统问题，提升企业稳定性和效率。
IT之家 7 月 15 日消息，IBM 今日宣布推出 Power 自主运维系统（Power Autonomous Operations），这是一款基于 AI 智能体（AI Agent）的系统管理工具，能够持续监控 Power 系统运行状态，并自主解决相关问题，帮助企业保持业务稳定运行。 IT之家注意…
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Show HN: Running server scripts from smartphone via SSH
手机也能轻松运维：一键执行服务器脚本，安全确认+实时输出，效率拉满！
I've added Remote Runbooks to RebootX, a mobile app for managing cloud and on-prem infrastructure, available on iOS and Android (freemium). The idea i…
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Alert Grouping by DrDroid
智能分组告警，彻底消除噪音干扰，让运维团队专注于真正重要的警报
Reduce Your Alerts Noise Completely Discussion | Link
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OpsMem: Dual-Memory Reasoning with Cross-Memory Resonance for Failure Diagnosis
新型双记忆推理框架，利用跨记忆共振技术精准诊断系统故障，提升运维智能化水平。
arXiv:2607.11357v1 Announce Type: new Abstract: Failure diagnosis in modern software systems requires iterative evidence acquisition and hypothesis re…
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Turn the Linux GhostLock Report Into a Fleet Patch Plan
别再被安全报告吓到，教你将GhostLock漏洞报告转化为可执行的补丁计划，从系统信息检查开始理性评估风险。
GhostLock, reported as a long-lived Linux kernel stack use-after-free, is trending again today. Do not jump from a research headline directly to “all …
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How Deutsche Telekom is rewiring telecommunications with AI
德国电信携手OpenAI打造AI原生运营商，从客服到网络全面重塑电信业，揭示大型企业AI转型的实战路径。
How Deutsche Telekom is becoming an AI-native telco with OpenAI-transforming customer service, employee workflows, network operations, and the future …
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Before AI Ships Code, Show Me the Receipts
AI写代码前先看“收据”，五步打造自进化运维系统，实战干货满满
Article URL: https://www.pagerduty.com/eng/before-ai-ships-code-show-me-the-receipts/ Comments URL: https://news.ycombinator.com/item?id=48842378 Poin…