The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. Many metrics in Netflix’s financial reports are powered and reconciled with efforts from our team!

Data Engineering 269

Data Engineering Engineering Processing Games 269

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. DevOps practices have been established in the last decade to accomplish this goal and deal with the dynamics of modern, cloud-native software architectures.

Government 207

Government Best Practices DevOps Engineering 207

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty This blog post will cover how Psyberg helps automate the end-to-end catchup of different pipelines, including dimension tables. In the previous installments of this series, we introduced Psyberg and delved into its core operational modes: Stateless and Stateful Data Processing. Now, let’s explore the state of our pipelines after incorporating Psyberg.

Processing 249

Processing Tuning C++ Efficiency 249

Dynatrace

NOVEMBER 14, 2023

Site reliability engineering (SRE) has become increasingly important to organizations looking to keep up with the rapid pace of digital transformation. Now more than ever, customers expect high-quality, reliable digital services that offer seamless user experiences. SRE ensures dependability and consistency throughout digital environments, providing the framework for which organizations can continuously deliver these ideal experiences to customers.

Best Practices 205

Best Practices Engineering DevOps Software Engineering 205

The Netflix TechBlog

NOVEMBER 14, 2023

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team. In this post, we will delve into a more detailed exploration of Psyberg’s two primary operational modes: stateless and stateful.

Processing 231

Processing Data Engineering Efficiency Analytics 231

DZone

NOVEMBER 14, 2023

This article provides a structured approach to create and update a regression test suite. What kinds of tests should be in a regression test suite? Which regression tests should be run, how do you respond to regression tests that fail, and how does a regression test suite evolve? These questions and other considerations are explored in a step-by-step manner.

Testing 147

Testing Code Software Software 147

O'Reilly

NOVEMBER 14, 2023

This is not the first time that I’ve written about AI creativity, and I doubt that it will be the last. It’s a question that comes up repeatedly, and that is very much in the current mind, with events like the strikes by the Writers’ Guild of America and the Screen Actors Guild , in which the use of AI to create scripts and to generate images of actors was an issue.

Social Media 88

Social Media Innovation Media Tuning 88