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 12 657 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 12 657 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。
12 657
订阅者
+324 小时
+487 天
+21730 天
帖子存档
12 657
This piece discusses how FinOps can transform IT cost centers into value drivers by optimizing financial management and operations. By implementing FinOps practices, organizations can shift from merely managing costs to driving business value through better resource allocation, improved forecasting, and enhanced collaboration between IT and finance teams.
https://thenewstack.io/finops-can-turn-it-cost-centers-into-a-value-driver/
12 657
This essay delves into the practical aspects of Kubernetes security using a hands-on training simulator developed by ControlPlane. The simulator offers a unique approach to learning container and Kubernetes security by deploying a vulnerable cluster in AWS and guiding users through scenarios to identify and fix security vulnerabilities, all in a fun Capture-the-Flag format.
https://blog.palark.com/kubernetes-security-practical-training-simulator/
12 657
Automated resources sizing tool for containers in kubernetes
https://github.com/unagex/kondense
12 657
A task runner / simpler Make alternative written in Go
https://github.com/go-task/task
12 657
This tutorial explores the integration of Kluctl with Cluster API, showcasing how Kluctl can efficiently manage Kubernetes clusters by leveraging its templating and deployment capabilities. By using Kluctl, users can manage multiple workload clusters with a unified CLI, benefiting from features like templating, which simplifies the management of complex deployments without requiring extensive copy-pasting or patching. The tutorial demonstrates setting up a local environment using Kind and deploying a workload cluster with Kluctl.
https://kluctl.io/blog/2024/03/13/cluster-api-kluctl/
12 657
This blogpost explores the deployment of large language models (LLMs) using a combination of Google Kubernetes Engine (GKE), Google Gemma, and the Ollama framework, highlighting the benefits of customization, flexibility, and cost-effectiveness. By leveraging these tools, users can achieve seamless and efficient LLM deployment while maintaining control over their data and environment.
https://medium.com/google-cloud/gke-gemma-ollama-the-power-trio-for-flexible-llm-deployment-5f1fa9223477
12 657
🕵️♂️ TUI for sniffing network traffic using eBPF on Linux
https://github.com/pythops/oryx
12 657
Terrateam is an open-source GitOps CI/CD platform for automating infrastructure workflows. It integrates with GitHub to orchestrate Terraform, OpenTofu, CDKTF, Terragrunt, and Pulumi operations via pull requests.
https://github.com/terrateamio/terrateam
12 657
The article "Load Testing Kubernetes Clients Without Breaking the Bank" on *itnext.io* likely discusses strategies for conducting load testing on Kubernetes clients in a cost-effective manner. Load testing is crucial for ensuring that applications can handle increased traffic and usage without performance degradation, and doing so efficiently is important for businesses with limited budgets.
https://itnext.io/load-testing-kubernetes-clients-without-breaking-the-bank-f43332faa6ce
12 657
In this post, Rachel explores the frustrations of debugging lag issues in distributed systems, highlighting how subtle timing problems can cascade into larger failures. Through real-world anecdotes, the article underscores the importance of understanding system behavior and addressing latency with precision.
https://rachelbythebay.com/w/2025/01/09/lag/
12 657
This article delves into the "hot shard problem," a common challenge in distributed systems where uneven data distribution leads to resource saturation on specific shards. It outlines practical solutions, including vertical scaling, caching, load balancing, and selecting optimal sharding keys, to ensure system performance and reliability.
https://newsletter.scalablethread.com/p/how-to-handle-hot-shard-problem
12 657
Helps you search and filter resource instances from the output file generated by
terraform validate -json or tofu validate -json
https://github.com/ivica-k/terraform-validate-explorer12 657
Underlay and RDMA network solution of the Kubernetes, for bare metal, VM and any public cloud
https://github.com/spidernet-io/spiderpool
12 657
This article introduces a cost-effective strategy for combining AWS WAF with reactive infrastructure to block attackers without exceeding budget constraints. By leveraging the WAF-Ja3FingerPrint-Blacklist Terraform module, it dynamically reconfigures WAF rules based on traffic analysis, reducing the expense of advanced rules like Account Theft Protection while maintaining robust security.
https://dev.to/aws-builders/combine-aws-waf-with-reactive-infrastructure-to-block-attackers-and-dont-go-broke-in-the-process-2jpb
12 657
This post critiques the casual metaphors used to describe Facebook's 2021 outage, arguing that such language trivializes preventable engineering failures and undermines accountability. By examining historical disasters like the Grover Shoe Factory explosion, the article emphasizes the need for rigorous engineering standards to ensure safety and reliability in critical infrastructure.
https://www.flyingpenguin.com/?p=64164
12 657
Static Code Analyser for Infrastructure-as-Code languages such as CloudFormation and Terraform as well as DevOps like Docker and Kubernetes
https://github.com/SonarSource/sonar-iac
12 657
This driver allows Kubernetes to access NFS server on Linux node.
https://github.com/kubernetes-csi/csi-driver-nfs
12 657
Repost from Python notes
isd (interactive systemd) – a better way to work with systemd units
https://github.com/isd-project/isd
12 657
Mercari's Microservices Platform Network team outlines the company's successful migration from Fastly to Cloudflare, emphasizing strategies to ensure minimal disruptions. This blogpost also introduces future initiatives like "CDN as a Service," aimed at empowering developers through tools such as CDN Kit and automated permission systems.
https://engineering.mercari.com/en/blog/entry/20241223-a-smooth-cdn-provider-migration-and-future-initiatives/
