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 ## AWS Well Architected Framework
 
 - [AWS Well Architected Framework](https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html)
-    - [nops.io: Discover How to Compare Cloud Workloads for Risk Management on AWS](https://www.nops.io/workload-rule-violations-aws-well-architected/) The AWS Well-Architected Framework provides best practices guidance to optimize workloads based on the Framework’s five pillars — operational excellence, security, reliability, performance efficiency, and cost optimization.
 - [==aws.amazon.com/well-architected-tool: AWS Well-Architected Tool==](https://aws.amazon.com/well-architected-tool) Do couple of WAR (Well-Architect Review) for public cloud. Basically it is to scan the cloud on 5-6 KPI's : Performance, Cost, Operations, Business etc..
 - [infoq.com: AWS Updates the Well-Architected Framework](https://www.infoq.com/news/2023/04/aws-well-architected-framework/)
 
@@ -36,7 +35,6 @@
 - [AWS Official Blog](http://blogs.aws.amazon.com/)
 - [AWS Labs GitHub](https://github.com/awslabs)
 - [AWS Quick Start Reference Deployments](http://aws.amazon.com/es/quickstart/)
-    - [AWS Quick Start - GitHub](https://github.com/awslabs/aws-quickstart)
 - [InfoWorld Review – Amazon Aurora Rocks MySQL](https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql/)
 - [AWS Cost Explorer Update – Access to EC2 Usage Data](https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data/)
 
@@ -47,15 +45,9 @@
 ## AWS Best Practices and Tips. AWS Performance. Handling AWS Failures and Outages
 
 - [AWS Tips I Wish I'd Known Before I Started (Feb 2014)](https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started/) A collection of random tips for Amazon Web Services (AWS) that I wish I'd been told a few years ago, based on what I've learned by building and deploying various applications on AWS.
-- [DZone: 5 Tips for Better AWS Performance](https://dzone.com/articles/5-tips-for-better-aws-performance) The Ngnix team has a nice list of tips for better performance when using the AWS services. Some of them are related to Ngnix, but others are completely usable for anyone.
-- [DZone: Dude, Where's My Performance?](https://dzone.com/articles/dude-wheres-my-performance)
 - [DZone: A Guide to Performance Challenges with AWS EC2: Part 1](https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1/)
-- [DZone: A Guide to Performance Challenges With AWS EC2: Part 2](https://dzone.com/articles/a-guide-to-performance-challenges-with-aws-ec2-par-1) Using Amazon Web Services? Learn how to get your Elastic Compute Cloud instances to perform better than your competitors.
-- [DZone: A Guide to Performance Challenges With AWS EC2: Part 3](https://dzone.com/articles/a-guide-to-performance-challenges-with-aws-ec2-par-2) In the second part of his guide covering performance challenges in AWS EC2, Saba Anees covers instances and the right applications for your workloads.
-- [DZone: A Guide to Performance Challenges With AWS EC2: Part 4](https://dzone.com/articles/a-guide-to-performance-challenges-with-aws-ec2-par-3) In the final part of his series covering performance challenges with AWS EC2, Saba Anees goes over poor ELB performance and handling AWS failures and outages.
 - [The Truth About Downtime in the Cloud](http://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud)
 - [thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations in Build-Time](https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time/)
-- [zarantech.com: Top 5 Pillars of AWS Well-Architected Structure](https://www.zarantech.com/blog/top-5-pillars-of-aws-well-architected-structure/)
 - [foreseeti.com: How to become and stay AWS well architected in a smart way](https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way/)
 - [AWS Architecture Blog: Use templated answers to perform Well-Architected reviews at scale](https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale/)
 - [medium.com/@buraktahtacioglu: AWS Well-Architected Framework — AWS Roadmap](https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53)