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Metaflow: Netflix Machine Learning Platform with Savin Goyal

Netflix runs all of its infrastructure on Amazon Web Services. This includes business logic, data infrastructure, and machine learning. By tightly coupling itself to AWS, Netflix has

Strapi: Headless CMS with Pierre Burgy

WordPress has been a dominant force in the world of online publishing for many years because of how battle-tested it is. WordPress is the definitive leader in CMS technology. But there

Chronosphere: Scalable Metrics Database with Rob Skillington

M3 is a scalable metrics database originally built to host Uber’s rapidly growing data storage from Prometheus. When Rob Skillington was at Uber, he helped design, implement, and

Determined AI: Machine Learning Ops with Neil Conway

Developing machine learning models is not easy. From the perspective of the machine learning researcher, there is the iterative process of tuning hyperparameters and selecting relevant

The Good Parts of AWS with Daniel Vassallo

AWS has over 150 different services. Databases, log management, edge computing, and lots of others. Instead of being overwhelmed by all of these products, an engineering team can