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DevOps & SRE notes
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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
Show moreπ Analytical overview of Telegram channel DevOps & SRE notes
Channel DevOps & SRE notes (@devops_sre_notes) in the English language segment is an active participant. Currently, the community unites 12 640 subscribers, ranking 10 047 in the Technologies & Applications category and 2 979 in the USA region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 12 640 subscribers.
According to the latest data from 10 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 217 over the last 30 days and by 3 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 18.62%. Within the first 24 hours after publication, content typically collects 4.84% reactions from the total number of subscribers.
- Post reach: On average, each post receives 2 354 views. Within the first day, a publication typically gains 612 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 3.
- Thematic interests: Content is focused on key topics such as kubernete, cluster, author, engineering, monitoring.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βHelpful 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-02-19β
Thanks to the high frequency of updates (latest data received on 11 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
12 640
Subscribers
+324 hours
+487 days
+21730 days
Posts Archive
12 650
Examine the concept of implicit Service Level Objectives (SLOs) and the potential risks they pose to system reliability and performance. This article highlights the importance of defining explicit SLOs for better service management.
https://blog.relyabilit.ie/implicit-slos-and-their-dangers/
12 650
KubeSnapIt β A PowerShell tool for managing Kubernetes snapshots, restorations, and comparisons with ease. Capture snapshots of your Kubernetes resources, restore them when needed, and compare snapshots or live cluster states to track changes over time.
https://github.com/KubeDeckio/KubeSnapIt
12 650
Discover what platform engineering meant for the SREs at Adidas in this insightful report. It examines the cultural and technical shifts that occurred within the organization.
https://thenewstack.io/what-platform-engineering-meant-for-adidass-sres/
12 650
Bare metal host provisioning integration for Kubernetes
https://github.com/metal3-io/baremetal-operator
12 650
Explore the strategies and techniques Cloudflare employs to improve the resilience of its platform, ensuring high availability and reliability for its global network. This blog post provides insights into building a resilient infrastructure.
https://blog.cloudflare.com/nl-nl/improving-platform-resilience-at-cloudflare/
12 650
JET Pilot is an open-source Kubernetes desktop client that focuses on less clutter, speed and good looks.
https://github.com/unxsist/jet-pilot
12 650
Delve into the innovative approach of building a serverless ACID-compliant database, understanding the techniques and trade-offs involved in achieving transactional consistency in a serverless environment. This article explores a novel database architecture.
https://notes.eatonphil.com/2024-09-29-build-a-serverless-acid-database-with-this-one-neat-trick.html
12 650
CLI tool for linting and testing Helm charts
https://github.com/helm/chart-testing
12 650
Investigate K8sGPT and Ollama as a cost-free solution for automated diagnostics in Kubernetes, understanding how they can streamline troubleshooting and improve the operational efficiency of your clusters. This article explores the potential of AI-powered diagnostics in Kubernetes.
https://addozhang.medium.com/@sumuduliyan/container-communication-inside-a-kubernetes-pod-a5e84d607ef2
12 650
Repost from Python notes
This piece provides a guide to building a Retrieval-Augmented Generation (RAG) system using Anthropic's Claude, PostgreSQL, and Python on AWS. The tutorial walks through setting up the necessary PostgreSQL extensions and using Amazon Bedrock to create an application that generates more accurate AI responses.
https://www.tigerdata.com/blog/building-a-rag-system-with-claude-postgresql-python-on-aws
12 650
Explore the challenges and solutions for managing stateful applications in Kubernetes using Operators, gaining insights into how to effectively handle persistent data and complex deployments. This blog post delves into the complexities of stateful workloads in Kubernetes.
https://blog.palark.com/stateful-in-kubernetes-and-operators/
12 650
Understand the intricacies of container communication within a Kubernetes pod, exploring the various mechanisms and considerations for enabling effective interaction between containers in a shared environment. This article provides insights into Kubernetes networking concepts.
https://medium.com/@sumuduliyan/container-communication-inside-a-kubernetes-pod-a5e84d607ef2
12 650
KubeBlocks is an open-source control plane software that runs and manages databases, message queues and other stateful applications on K8s.
https://github.com/apecloud/kubeblocks
12 650
A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl
https://github.com/kr8s-org/kr8s
12 650
The essay walks through a hands-on pipeline that signs Kubernetes container images with Cosign, enforces them with Kyverno, and stores keys in HashiCorp Vaultβall wired together in GitLab CI. Youβll leave with a reproducible template for securing your software supply chain.
https://angapov.medium.com/kubernetes-container-images-signing-using-cosign-kyverno-hashicorp-vault-and-gitlab-ci-c4e2041d1310
12 650
This post explains how Sharyash Agrawal tamed CPU throttling in Go services running under Kubernetes limits. From choosing the right GC knob to tuning Goβs runtime scheduler, the guide helps teams avoid sudden latency spikes.
https://medium.com/@sharyash81/solving-cpu-throttling-issue-in-golang-applications-before-hitting-the-cpu-limit-in-kubernetes-7d8f40da6477
12 650
In Slackβs detailed write-up, engineers share how the Unified Grid architecture split a monolithic workspace into isolated βcellsβ to serve enterprises with hundreds of thousands of users. The narrative dives into sharding strategy, migration challenges, and the performance wins that followed.
https://slack.engineering/unified-grid-how-we-re-architected-slack-for-our-largest-customers/
12 650
The piece argues that traces beat metrics when you need to pinpoint latency spikes and hidden dependencies. It walks through three concrete debugging scenarios that show why span data can surface root causes in seconds.
https://jaywhy13.hashnode.dev/3-reasons-traces-better-than-metrics-for-debugging-your-application
