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On Building a Platform Team

Honeycomb

Vendors vs. internal platform teams. What’s the difference between a good vendor and a good internal team building you those abstractions? Platform teams fill the gap that’s left, and I don’t think they’ll go away. This space keeps shifting as we build better tools, but it isn’t going anywhere.

DevOps 73
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Event Driven Load Testing

OpenCredo

They have an infrastructure team based in the UK and two application teams based in Australia and Singapore. They are an AWS shop, currently deploying with ECS , RDS , and ELB which the application teams helped stand up before the infrastructure team was hired.

Testing 59
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Monitoring pipeline security with DevSecOps

CircleCI

Azure has Application Insights, and AWS has CloudWatch Application Insights. AWS Parameter Store (for managing and loading environment secrets). Vulnerability management is just one area where CI/CD acts as a force multiplier for development teams. Put them to good use.

eBook 72
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MLflow: A platform for managing the machine learning lifecycle

O'Reilly Media - Data

To address these challenges, many companies are starting to build internal ML platforms that can automate some of these steps. In a typical ML platform, a dedicated engineering team builds a suite of algorithms and management tools that data scientists can invoke. MLflow components. Image courtesy of Matei Zaharia.

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Infrastructure as Code: benefits & tools

Apiumhub

Bugs and failures happen because teams build against a staging or development environment and then find upon deployment that the production environment is out of sync, which leads to a time-consuming investigation of why and what is missing. Environment drift becomes an expensive business waste.

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What is visibility and why it’s important to cloud security

Lacework

Each of the big three cloud service providers—AWS, Azure, and Google Cloud—offer some form of native metrics and monitoring service. One might imagine that over time, visibility would be easier for your teams. What user accounts have been created? As you might imagine, that approach quickly becomes overwhelming. That’s true.

Cloud 52
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The top challenge for your cloud security practice isn’t what you think

Lacework

AWS , Azure , and Google Cloud all offer the same guidance; migrate to the cloud project by project. Let’s look at how AWS summarizes these steps. There is a correlation with the maturity of the teams building solutions in the cloud. Why is this important and what does it have to do with cloud security?

Cloud 59