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‎_posts/2024-05-05-696.md

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title: DEVOPS WEEKLY ISSUE \#696 - 5th May 2024
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date: 2024-05-05T08:29:53+01:00
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---
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The DORA survey is back this week, along with posts on Jevons paradox, monitoring and testing ML models, reliability and service architecture and more.
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StackHawk sponsors Devops Weekly
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============================
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[ICYMI] DAST is Dead! Long Live DAST! The Evolution of Dynamic API security Testing webinar is now available on YouTube. Watch on-demand here.
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<br>[https://sthwk.com/long-live-dast-webinar](https://sthwk.com/long-live-dast-webinar)
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News
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====
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The 2024 DORA Survey is open for responses, with questions focused on hot topics like AI adoption, DevEx, and platform engineering
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<br>[https://cloud.google.com/blog/products/devops-sre/2024-dora-survey-now-open](https://cloud.google.com/blog/products/devops-sre/2024-dora-survey-now-open)
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Very relevant to the evolution of systems administration over the past 15 years, this post looks at the relationship between Jevons paradox and automation.
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<br>[https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/](https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/)
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A post on building robust serverless architectures, describing patterns for dealing with failures and preventing them spreading through an application.
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<br>[https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-through-failures-build-resilient-serverless-systems](https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-through-failures-build-resilient-serverless-systems)
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A wild story about an interesting implication of S3’s cost model for DOS-like attacks to drive up costs if bucket names are known, and the risk of default configuration to lead to security challenges.
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<br>[https://medium.com/@maciej.pocwierz/how-an-empty-s3-bucket-can-make-your-aws-bill-explode-934a383cb8b1](https://medium.com/@maciej.pocwierz/how-an-empty-s3-bucket-can-make-your-aws-bill-explode-934a383cb8b1)
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MemoryDB is a new service from AWS that provides improved durability, fan-out, leader election, safety during reconfiguration and resharding on top of Redis. This post explains some of the technology and approach in accomplishing that.
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<br>[https://brooker.co.za/blog/2024/04/25/memorydb.html](https://brooker.co.za/blog/2024/04/25/memorydb.html)
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An interesting post on the challenges of monitoring ML models, introducing problems like training-serving skew, data and concept drift and data pipeline issues.
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<br>[https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-practices/](https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-practices/)
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A look at the rise of generative AI-driven code agents and the impact on the future of software engineering.
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<br>[https://itrevolution.com/articles/the-dawn-of-code-agents-embracing-the-future-of-software-development/](https://itrevolution.com/articles/the-dawn-of-code-agents-embracing-the-future-of-software-development/)
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‎originals/696.mail.txt

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Subject: =?utf-8?Q?Devops=20Weekly=20#696?=
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Date: Sun, 5 May 2024 07:29:53 +0000
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DEVOPS WEEKLY
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ISSUE #696 - 5th May 2024
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The DORA survey is back this week=2C along with posts on Jevons paradox=2C=
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monitoring and testing ML models=2C reliability and service architecture=
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and more.
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StackHawk sponsors Devops Weekly
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=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
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=3D=3D=3D=3D
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[ICYMI] DAST is Dead! Long Live DAST! The Evolution of Dynamic API securi=
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ty Testing webinar is now available on YouTube. Watch on-demand here.
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https://sthwk.com/long-live-dast-webinar
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News
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=3D=3D=3D=3D
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The 2024 DORA Survey is open for responses=2C with questions focused on ho=
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t topics like AI adoption=2C DevEx=2C and platform engineering
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https://cloud.google.com/blog/products/devops-sre/2024-dora-survey-now-ope=
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n
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Very relevant to the evolution of systems administration over the past 15=
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years=2C this post looks at the relationship between Jevons paradox and a=
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utomation.
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https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/
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A post on building robust serverless architectures=2C describing patterns=
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for dealing with failures and preventing them spreading through an applic=
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ation.
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https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-throu=
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gh-failures-build-resilient-serverless-systems
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A wild story about an interesting implication of S3=E2=80=99s cost model f=
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or DOS-like attacks to drive up costs if bucket names are known=2C and the=
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risk of default configuration to lead to security challenges.
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https://medium.com/@maciej.pocwierz/how-an-empty-s3-bucket-can-make-your-a=
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ws-bill-explode-934a383cb8b1
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MemoryDB is a new service from AWS that provides improved durability=2C fa=
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n-out=2C leader election=2C safety during reconfiguration and resharding o=
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n top of Redis. This post explains some of the technology and approach in=
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accomplishing that.
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https://brooker.co.za/blog/2024/04/25/memorydb.html
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An interesting post on the challenges of monitoring ML models=2C introduci=
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ng problems like training-serving skew=2C data and concept drift and data=
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pipeline issues.
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https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-prac=
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tices/
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A look at the rise of generative AI-driven code agents and the impact on t=
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he future of software engineering.
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https://itrevolution.com/articles/the-dawn-of-code-agents-embracing-the-fu=
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ture-of-software-development/
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If you received this email directly then you're already signed up=2C thank=
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s! If however someone forwarded this email to you and you'd like to get it=
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each week then you can subscribe at http://devopsweekly.com
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