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+---
+title: DEVOPS WEEKLY ISSUE \#696 - 5th May 2024
+date: 2024-05-05T08:29:53+01:00
+---
+
+The DORA survey is back this week, along with posts on Jevons paradox, monitoring and testing ML models, reliability and service architecture and more.
+
+
+StackHawk sponsors Devops Weekly
+============================
+
+[ICYMI] DAST is Dead! Long Live DAST! The Evolution of Dynamic API security Testing webinar is now available on YouTube. Watch on-demand here.
+
[https://sthwk.com/long-live-dast-webinar](https://sthwk.com/long-live-dast-webinar)
+
+
+News
+====
+
+The 2024 DORA Survey is open for responses, with questions focused on hot topics like AI adoption, DevEx, and platform engineering
+
[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)
+
+
+Very relevant to the evolution of systems administration over the past 15 years, this post looks at the relationship between Jevons paradox and automation.
+
[https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/](https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/)
+
+
+A post on building robust serverless architectures, describing patterns for dealing with failures and preventing them spreading through an application.
+
[https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-through-failures-build-resilient-serverless-systems](https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-through-failures-build-resilient-serverless-systems)
+
+
+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.
+
[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)
+
+
+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.
+
[https://brooker.co.za/blog/2024/04/25/memorydb.html](https://brooker.co.za/blog/2024/04/25/memorydb.html)
+
+
+An interesting post on the challenges of monitoring ML models, introducing problems like training-serving skew, data and concept drift and data pipeline issues.
+
[https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-practices/](https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-practices/)
+
+
+A look at the rise of generative AI-driven code agents and the impact on the future of software engineering.
+
[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/)
+
+
+
+
+
diff --git a/originals/696.mail.txt b/originals/696.mail.txt
new file mode 100644
index 0000000..4717536
--- /dev/null
+++ b/originals/696.mail.txt
@@ -0,0 +1,83 @@
+Subject: =?utf-8?Q?Devops=20Weekly=20#696?=
+Date: Sun, 5 May 2024 07:29:53 +0000
+
+DEVOPS WEEKLY
+ISSUE #696 - 5th May 2024
+
+The DORA survey is back this week=2C along with posts on Jevons paradox=2C=
+ monitoring and testing ML models=2C reliability and service architecture=
+ and more.
+
+
+StackHawk sponsors Devops Weekly
+=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=3D=
+=3D=3D=3D=3D
+
+[ICYMI] DAST is Dead! Long Live DAST! The Evolution of Dynamic API securi=
+ty Testing webinar is now available on YouTube. Watch on-demand here.
+
+https://sthwk.com/long-live-dast-webinar
+
+
+News
+=3D=3D=3D=3D
+
+The 2024 DORA Survey is open for responses=2C with questions focused on ho=
+t topics like AI adoption=2C DevEx=2C and platform engineering
+
+https://cloud.google.com/blog/products/devops-sre/2024-dora-survey-now-ope=
+n
+
+
+Very relevant to the evolution of systems administration over the past 15=
+ years=2C this post looks at the relationship between Jevons paradox and a=
+utomation.
+
+https://www.timpaul.co.uk/posts/automation-and-the-jevons-paradox/
+
+
+A post on building robust serverless architectures=2C describing patterns=
+ for dealing with failures and preventing them spreading through an applic=
+ation.
+
+https://community.aws/content/2fdtPfnbvTo5SxTtIC3Emhl0UVG/navigating-throu=
+gh-failures-build-resilient-serverless-systems
+
+
+A wild story about an interesting implication of S3=E2=80=99s cost model f=
+or DOS-like attacks to drive up costs if bucket names are known=2C and the=
+ risk of default configuration to lead to security challenges.
+
+https://medium.com/@maciej.pocwierz/how-an-empty-s3-bucket-can-make-your-a=
+ws-bill-explode-934a383cb8b1
+
+
+MemoryDB is a new service from AWS that provides improved durability=2C fa=
+n-out=2C leader election=2C safety during reconfiguration and resharding o=
+n top of Redis. This post explains some of the technology and approach in=
+ accomplishing that.
+
+https://brooker.co.za/blog/2024/04/25/memorydb.html
+
+
+An interesting post on the challenges of monitoring ML models=2C introduci=
+ng problems like training-serving skew=2C data and concept drift and data=
+ pipeline issues.
+
+https://www.datadoghq.com/blog/ml-model-monitoring-in-production-best-prac=
+tices/
+
+
+A look at the rise of generative AI-driven code agents and the impact on t=
+he future of software engineering.
+
+https://itrevolution.com/articles/the-dawn-of-code-agents-embracing-the-fu=
+ture-of-software-development/
+
+
+
+
+If you received this email directly then you're already signed up=2C thank=
+s! If however someone forwarded this email to you and you'd like to get it=
+ each week then you can subscribe at http://devopsweekly.com
+