Available now! Telegram Research 2025 β the year's key insights 
DevOps & SRE notes
Open in 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
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 12 657 subscribers, ranking 10 040 in the Technologies & Applications category and 2 978 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 12 657 subscribers.
According to the latest data from 11 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 228 over the last 30 days and by 17 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 17.75%. 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 2 247 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 12 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.
12 657
Subscribers
+1724 hours
+677 days
+22830 days
Posts Archive
12 658
This comprehensive guide of LocalStack and Terraform for efficient local development of AWS-based applications. It demonstrates how to set up a local environment that emulates AWS services, enabling developers to work on Spring Boot and React applications without relying on actual AWS resources during initial stages
https://www.srvrlss.io/blog/localstack-terraform/
12 658
Node feature discovery for Kubernetes
https://github.com/kubernetes-sigs/node-feature-discovery
12 658
π Build container images for your Java applications.
https://github.com/GoogleContainerTools/jib
12 658
This comprehensive article delves into five distinct solutions for cross-cluster communication in Kubernetes multi-cluster environments, comparing their principles, advantages, and limitations. It covers underlay networks, overlay CNIs, Submariner, Skupper, and KubeSlice, providing insights into their unique approaches to addressing the challenges of inter-cluster connectivity and communication
https://oilbeater.com/en/2024/05/24/five-kubernetes-multicluster-network/
12 658
This exploration delves into managing AWS Systems Manager (SSM) Parameters using Terraform while accommodating external updates. It presents a solution to the challenge of maintaining SSM Parameters that are modified by other processes, ensuring that Terraform-managed infrastructure remains tracked and in sync with real-world changes
https://www.proactiveops.io/archive/managing-aws-ssm-parameters-with-terraform-with/
12 658
Kube Startup CPU Boost is a controller that increases CPU resource requests and limits during Kubernetes workload startup time
https://github.com/google/kube-startup-cpu-boost
12 658
Monitor DNS queries by host processes using eBPF!
https://github.com/furkanonder/DnsTrace
12 658
This thought-provoking piece challenges the common "safety first" slogan in tech companies, arguing that true prioritization of safety is incompatible with organizational realities. It proposes a hypothetical definition of "safety first" where engineers can extend deadlines without consequences, highlighting the inherent tension between safety and production pressure in software development
https://surfingcomplexity.blog/2024/08/31/safety-first/
12 658
This exploration delves into the reasons behind the adoption of Infrastructure as Code (IaC) in cloud and Kubernetes environments, comparing it with traditional Graphical User Interfaces (GUIs) and Command-Line Interfaces (CLIs). It highlights the advantages and challenges of IaC, discussing its ability to address limitations found in GUIs and CLIs while acknowledging the learning curve and complexity associated with its implementation
https://itnext.io/what-drives-users-to-infrastructure-as-code-848e8640a506
12 658
Terraform plan analyzer using Amazon Bedrock
https://github.com/aws-ia/terraform-aws-runtask-tf-plan-analyzer
12 658
A single binary kubernetes dashboard to manage your multiple clusters.
https://github.com/kubewall/kubewall/
12 658
The article explores the challenges of creating code that is not only functional for computers but also intuitive for human developers to use and understand. He emphasizes the importance of user-friendly design in frameworks, libraries, and APIs, highlighting the need for easy onboarding, learning through examples, and avoiding conceptual overload.
https://erikbern.com/2024/09/27/its-hard-to-write-code-for-humans.html
12 658
The author shares their experience with OpenTelemetry, highlighting its potential as a unified observability framework for logs, metrics, and traces. They discuss the benefits of OpenTelemetry's vendor-agnostic approach and its ability to simplify data collection from various sources, while also addressing challenges such as complexity and documentation gaps.
https://medium.com/@magstherdev/opentelemetry-journey-87efbfa261db
12 658
Making it easy to write shell-like scripts in Go
https://github.com/bitfield/script
12 658
csi storage for container orchestration systems
https://github.com/democratic-csi/democratic-csi
12 658
Repost from N/a
π Python Notes π
Stay on top of your Python skills with concise notes, tips, and tricks for every level of developer! Whether you're a beginner or advanced, these notes cover everything from basic syntax to advanced libraries and real-world applications.
π Comprehensive Python Guides
βοΈ Practical Coding Tips & Tricks
π Master Python, Step by Step
β¨ Subscribe now and boost your Python knowledge! π²
12 658
AWS explores strategies for optimizing costs associated with generative AI implementations in enterprise environments. The blog post likely provides insights into efficient resource allocation and cost-effective approaches for leveraging generative AI technologies on the AWS platform.
https://aws.amazon.com/blogs/enterprise-strategy/generative-ai-cost-optimization-strategies
12 658
OpenSauced shares their experience in significantly reducing costs by implementing open-source AI technologies on a large scale using Kubernetes. Their approach demonstrates how organizations can leverage cost-effective solutions for AI deployment without compromising on performance or capabilities.
https://dev.to/opensauced/how-we-saved-10s-of-thousands-of-dollars-deploying-low-cost-open-source-ai-technologies-at-scale-with-kubernetes-57j8
12 658
Customizable Linux Persistence Tool for Security Research and Detection Engineering.
https://github.com/Aegrah/PANIX
