DevOps&SRE Library
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Библиотека статей по теме DevOps и SRE.

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Can LLMs replace on call SREs today?

There's a growing belief that AI-powered observability will soon reduce or even replace the role of Site Reliability Engineers (SREs). That's a bold claim---and at ClickHouse, we were curious to see how close we actually are.


https://clickhouse.com/blog/llm-observability-challenge
Cloudflare incident on August 21, 2025

On August 21, 2025, an influx of traffic directed toward clients hosted in the Amazon Web Services (AWS) us-east-1 facility caused severe congestion on links between Cloudflare and AWS us-east-1. This impacted many users who were connecting to or receiving connections from Cloudflare via servers in AWS us-east-1 in the form of high latency, packet loss, and failures to origins.

Customers with origins in AWS us-east-1 began experiencing impact at 16:27 UTC. The impact was substantially reduced by 19:38 UTC, with intermittent latency increases continuing until 20:18 UTC.

This was a regional problem between Cloudflare and AWS us-east-1, and global Cloudflare services were not affected. The degradation in performance was limited to traffic between Cloudflare and AWS us-east-1. The incident was a result of a surge of traffic from a single customer that overloaded Cloudflare's links with AWS us-east-1. It was a network congestion event, not an attack or a BGP hijack.

We’re very sorry for this incident. In this post, we explain what the failure was, why it occurred, and what we’re doing to make sure this doesn’t happen again.


https://blog.cloudflare.com/cloudflare-incident-on-august-21-2025
Pooling Connections with RDS Proxy at Klaviyo

How we scale our databases with RDS Proxy


https://klaviyo.tech/pooling-connections-with-rds-proxy-at-klaviyo-e79e04120188
Availability Models

Because “Highly Available” Isn’t Saying Much


https://www.thecoder.cafe/p/availability-models
When “Anti-Patterns” Become Best Practice: Lessons from Migrating a Global Pub/Sub Empire to Kubernetes

How architecting for scale taught us that sometimes breaking the rules is exactly what the business needs


https://bitbucket90.com/when-anti-patterns-become-best-practice-lessons-from-migrating-a-global-pub-sub-empire-to-k8s-c3dbcebdca68
Key Learnings from Creating Multi-Tenant GKE Clusters on Google Cloud with Thousands of Publicly Addressable Services

https://medium.com/google-cloud/key-learnings-from-creating-multi-tenant-gke-clusters-on-google-cloud-with-thousands-of-publicly-ea27d7bcd651
kubectl-explore

A better kubectl explain with the fuzzy finder


https://github.com/keisku/kubectl-explore
helm-cel

A Helm plugin that uses Common Expression Language (CEL) to validate values. Instead of using JSON Schema in values.schema.json, you can write more expressive validation rules using CEL in values.cel.yaml.


https://github.com/idsulik/helm-cel
kubechecks

kubechecks allows users of Github and Gitlab to see exactly what their changes will affect on their current ArgoCD deployments, as well as automatically run various conformance test suites prior to merge.


https://github.com/zapier/kubechecks
Auto-scaling GitHub Actions on Kubernetes with Actions Runner Controller (ARC) & Terraform

https://blog.devgenius.io/auto-scaling-github-actions-on-kubernetes-with-actions-runner-controller-arc-terraform-ca9d651c08d8
gonzo

A powerful, real-time log analysis terminal UI inspired by k9s. Analyze log streams with beautiful charts, AI-powered insights, and advanced filtering - all from your terminal.


https://github.com/control-theory/gonzo
sbnb

Sbnb Linux is a revolutionary minimalist Linux distribution designed to boot bare-metal servers and enable remote connections through fast tunnels. It is ideal for environments ranging from home labs to distributed data centers. Sbnb Linux is simplified, automated, and resilient to power outages, supporting confidential computing to ensure secure operations in untrusted locations.


https://github.com/sbnb-io/sbnb