Daily Wrap Up – February 10, 2023 (#028)

Just a handful of links today, but check out some high-quality write-ups on data strategy, product development, and API security.

[blog] How to Treat Data as a Product. My former colleague Lak offers up a smart take on applying product management principles to your data.

[blog] The Complex Data Models Behind Shopify’s Tax Insights Feature. Here’s a very good post about how Shopify analyzed and solved a tricky problem for their customers.

[blog] Harden your Kubernetes clusters and monitor workload compliance at scale with new PCI DSS policy bundle. I like when my platforms enforce good practices and don’t make me do all the work. Here’s a good example.

[article] Identity Distribution Is Essential for Modern API Security. This looks at what’s needed for a more comprehensive security than just securing your perimeter and trusting everything inside.

[article] Understanding and Debugging Deep Learning Models: Exploring AI Interpretability Methods. We’re all getting excited about AI/ML. It’s also important to realize that none of these LLMs are flawless right now, and it’s going to be a while before they can be fully trusted. Reading articles like this remind me of the complexity of troubleshooting big models.

[article] 3 reasons not to repatriate cloud-based apps and data sets. Before you move apps out of the cloud—I don’t hear this come up from those I talk to—think about whether that’s a good long-term idea or not.


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Author: Richard Seroter

Richard Seroter is Director of Developer Relations and Outbound Product Management at Google Cloud. He’s also an instructor at Pluralsight, a frequent public speaker, the author of multiple books on software design and development, and a former InfoQ.com editor plus former 12-time Microsoft MVP for cloud. As Director of Developer Relations and Outbound Product Management, Richard leads an organization of Google Cloud developer advocates, engineers, platform builders, and outbound product managers that help customers find success in their cloud journey. Richard maintains a regularly updated blog on topics of architecture and solution design and can be found on Twitter as @rseroter.

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