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

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cml

What is CML? Continuous Machine Learning (CML) is an open-source library for implementing continuous integration & delivery (CI/CD) in machine learning projects. Use it to automate parts of your development workflow, including model training and evaluation, comparing ML experiments across your project history, and monitoring changing datasets.

https://github.com/iterative/cml
Achieving multi-tenancy in monitoring with Prometheus & the mighty Thanos Receiver

https://www.infracloud.io/blogs/multi-tenancy-monitoring-thanos-receiver
Alerting on SLOs

At Glitch we’ve recently completed a project to migrate to SLO-based alerts. It’s too early to tell if this has been a success or not, but in this post I’ll write about our motivation for going down this route, and give an introduction to all the concepts you need to know, should you want to give it a go as well.

https://mads-hartmann.com/sre/2020/09/08/alerting-on-slos.html
gitleaks

Gitleaks is a SAST tool for detecting hardcoded secrets like passwords, api keys, and tokens in git repos. Gitleaks aims to be the easy-to-use, all-in-one solution for finding secrets, past or present, in your code.

https://github.com/zricethezav/gitleaks
Vouch Proxy

an SSO solution for Nginx using the auth_request module.

https://github.com/vouch/vouch-proxy
Whispers

Whispers is a static code analysis tool designed for parsing various common data formats in search of hardcoded credentials and dangerous functions. Whispers can run in the CLI or you can integrate it in your CI/CD pipeline.

https://github.com/Skyscanner/whispers
deepmux

deepmux is a PaaS solution to effortlessly deploy trained machine learning models on the cloud and generate predictions without setting up any hardware.

https://github.com/Deep-Mux/deepmux-python
Provisioning Kubernetes clusters on AWS with Terraform and EKS

TL;DR: In this guide, you will learn how to create clusters on the AWS Elastic Kubernetes Service (EKS) with eksctl and Terraform. By the end of the tutorial, you will automate creating three clusters (dev, staging, prod) complete with the ALB Ingress Controller in a single click.

https://learnk8s.io/terraform-eks
croc

croc is a tool that allows any two computers to simply and securely transfer files and folders. AFAIK, croc is the only CLI file-transfer tool that does all of the following:

- allows any two computers to transfer data (using a relay)
- provides end-to-end encryption (using PAKE)
enables easy cross-platform transfers (Windows, Linux, Mac)
- allows multiple file transfers
- allows resuming transfers that are interrupted
- local server or port-forwarding not needed
- ipv6-first with ipv4 fallback

https://github.com/schollz/croc
Istio at Scale: Sidecar

Configuring Istio using the Sidecar resource to minimise the load and footprint of both the control and data plane at scale

https://karlstoney.com/2020/10/03/istio-at-scale-sidecar
Terratag

Terratag is a CLI tool allowing for tags or labels to be applied across an entire set of Terraform files. Terratag will apply tags or labels to any AWS, GCP and Azure resources.

https://github.com/env0/terratag
Ingress for Anthos — Multi-cluster Ingress and Global Service Load Balancing

https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82
MinIO Introduces Continuous Availability and Active-Active Bucket Replication

https://blog.min.io/active-active-replication
Seaworthy

Seaworthy is your post-apply validation that your K8s resources deployed correctly and are healthy.

https://github.com/cakehappens/seaworthy
Go-Diagrams

Create beautiful system diagrams with Go

https://github.com/blushft/go-diagrams