现已上线！2025 年 Telegram 研究 — 年度关键洞察 
DevOps & SRE notes
前往频道在 Telegram
Helpful articles and tools for DevOps&SRE WhatsApp: https://whatsapp.com/channel/0029Vb79nmmHVvTUnc4tfp2F For paid consultation (RU/EN), contact: @tutunak All ways to support https://telegra.ph/How-support-the-channel-02-19
显示更多📈 Telegram 频道 DevOps & SRE notes 的分析概览
频道 DevOps & SRE notes (@devops_sre_notes) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 12 640 名订阅者，在 技术与应用 类别中位列第 10 047，并在 美国 地区排名第 2 979 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 12 640 名订阅者。
根据 10 六月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 217，过去 24 小时变化为 3，整体触达仍然可观。
- 认证状态： 未认证
- 互动率 (ER)： 平均受众互动率为 18.62%。内容发布后 24 小时内通常能获得 4.84% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 2 354 次浏览，首日通常累积 612 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 3。
- 主题关注点： 内容集中在 kubernete, cluster, author, engineering, monitoring 等核心主题上。
📝 描述与内容策略
作者将该频道定位为表达主观观点的平台：
“Helpful articles and tools for DevOps&SRE
WhatsApp: https://whatsapp.com/channel/0029Vb79nmmHVvTUnc4tfp2F
For paid consultation (RU/EN), contact: @tutunak
All ways to support https://telegra.ph/How-support-the-channel-02-19”
凭借高频更新（最新数据采集于 11 六月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。
12 640
订阅者
+324 小时
+487 天
+21730 天
帖子存档
12 651
Understanding logical replication in PostgreSQL is crucial for anyone managing data across multiple Postgres instances. This blogpost from EnterpriseDB introduces the basics of logical replication, explaining how it enables selective data replication—such as inserts, updates, and deletes—between databases, even across different Postgres versions, and outlines the practical steps to set up publications and subscriptions for real-time data synchronization.
https://www.enterprisedb.com/blog/logical-replication-postgres-basics
12 651
Efficient, disruption-free application updates are essential for modern cloud-native operations. This article on Semaphore explains how Kubernetes’ rolling update deployment strategy enables teams to maintain service continuity while incrementally rolling out new versions.
https://semaphore.io/blog/kubernetes-rolling-update-deployment
12 651
TerraConstructs is a library of classes and interfaces inspired by AWS CDK, but designed to leverage the power and flexibility of Terraform.
https://github.com/TerraConstructs/base
12 651
This analysis explores how DeepSeek has reimagined the Transformer architecture to achieve greater efficiency and performance in large language models. The piece highlights innovations like Multi-Head Latent Attention and advanced Mixture-of-Experts routing that set DeepSeek apart from conventional approaches.
https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture
12 651
Railway’s latest narrative details their transition from relying on Google Cloud Platform to building their own physical infrastructure, highlighting the challenges and lessons learned in constructing a custom data center cage. This entry offers a behind-the-scenes look at selecting colocation options, managing power and cooling, and orchestrating the intricate cabling and network setup required for a resilient, high-performance platform.
https://blog.railway.com/p/data-center-build-part-one
12 651
GitHub's Online Schema-migration Tool for MySQL
https://github.com/github/gh-ost
12 651
Provides a general service to support image acceleration based on kinds of accelerator like Nydus and eStargz etc.
https://github.com/goharbor/acceleration-service
12 651
Kubernetes network policies are essential for controlling how traffic flows between pods, namespaces, and external endpoints in your cluster, helping you enforce security and compliance requirements. This guide by Scott Rigby explains the differences between Layer 4 (L4) and Layer 7 (L7) policies, their pros and cons, and how combining both approaches—using tools like Linkerd—can help you achieve a robust, zero-trust security model tailored to modern cloud-native environments.
https://www.buoyant.io/blog/a-guide-to-modern-kubernetes-network-policies
12 651
Discover how the ingenious design of UNIX spell allowed it to operate efficiently within just 64KB of RAM in this insightful blogpost. Explore the technical challenges and clever solutions that made this feat possible.
https://blog.codingconfessions.com/p/how-unix-spell-ran-in-64kb-ram
12 651
KubeDNS Shepherd is a Kubernetes controller that manages the DNS configuration of workloads, ensuring efficient and reliable way to configure DNS within your Kubernetes cluster.
https://github.com/eminaktas/kubedns-shepherd
12 651
Adevinta's Runtime team shares their journey of transitioning from Gatekeeper to Kyverno for Kubernetes policy management, driven by the need for enhanced mutation capabilities and resource efficiency. This article discusses the limitations of Gatekeeper and how Kyverno's YAML-based policies and feature completeness provide a more streamlined solution.
https://medium.com/adevinta-tech-blog/why-did-we-transition-from-gatekeeper-to-kyverno-for-kubernetes-policy-management-42bc2c4523d0
12 651
kubectl plugin to duplicate resources in a Kubernetes cluster.
https://github.com/Telemaco019/duplik8s
12 651
This piece examines the limitations of AWS native security tooling, particularly focusing on AWS IAM Access Analyzer and its effectiveness in detecting publicly exposed resources across various AWS services. The article highlights critical observability gaps that can leave organizations vulnerable, emphasizing the need for enhanced security measures and proactive monitoring to address blind spots and reduce the risk of cloud security incidents.
https://www.securityrunners.io/post/exposing-security-observability-gaps-in-aws
12 651
This blog post introduces KWOK (Kubernetes WithOut Kubelet), a lightweight tool designed to simulate large-scale Kubernetes clusters by emulating nodes and pods without running real workloads. ZaradarTR explains how KWOK, with its core components kwok and kwokctl, allows developers to quickly create and manage thousands of simulated nodes and pods on local machines-making it ideal for scalability testing, API interaction, and stress-testing Kubernetes environments with minimal resource consumption.
https://medium.com/@ZaradarTR/hello-kwok-af2cafec35b4
12 651
PoC of a tool to manage a Terralith root module
https://github.com/terrateamio/terralith
