The Netflix TechBlog

DECEMBER 3, 2019

by David Berg , Ravi Kiran Chirravuri , Romain Cledat , Savin Goyal , Ferras Hamad , Ville Tuulos tl;dr Metaflow is now open-source! A key observation was that most of our data scientists had nothing against writing Python code. The steps can be arbitrary Python code. Get started at metaflow.org.

Open Source 134

Open Source AWS Infrastructure Energy 134

Dynatrace

DECEMBER 16, 2019

NoOps: Reaching zero-incident prod through auto-remediation-as-code. keptn is an open source enterprise-grade control plane for cloud-native continuous delivery and automated operations. Key learning 6: NoOps: Reaching zero-incident prod through auto-remediation-as-code. DevOps in action – Mainstage.

DevOps 102

DevOps Software Software Best Practices 102

Abhishek Tiwari

JULY 20, 2019

In this model, software architecture and code ownership is a reflection of the organisational model. Either they try to build perfect products or worse use their time to perfect their code by excessive re-factoring and re-engineering. Remember code ownership is overrated. Remember code ownership is overrated.

Engineering 61

Engineering Retail Airlines Healthcare 61

The Symphonia

MAY 22, 2018

Also there’s been a lot of open source updates, including from Amazon and Microsoft. Implementation drawbacks though got some big edits, thanks to all the advances from vendors and open source projects over the last two years! I also wrote an article on just this area last year. It’s a brave new world we’re living in.

Serverless 40

Serverless Architecture Lambda Azure 40

O'Reilly

OCTOBER 19, 2021

All ML projects are software projects. If you peek under the hood of an ML-powered application, these days you will often find a repository of Python code. If you ask an engineer to show how they operate the application in production, they will likely show containers and operational dashboards—not unlike any other software service.

DevOps 140

DevOps Software Engineering Infrastructure Open Source 140

O'Reilly Software

OCTOBER 23, 2018

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." The architect is hopefully not concerned with low-level details of the code itself inside one system but is more focused on where data center boundaries are crossed, where system component boundaries are crossed.

Strategy 100

Strategy Architecture Technology Technology 100

Smashing Magazine

NOVEMBER 22, 2021

And once the teams started working off of the knowledge, it meant organizing performance-focused design and code reviews, training and education, plus providing tools and assets to support these ongoing efforts. In addition, this significantly reduced the amount of JavaScript code that needs to be downloaded by the browser.

Website 128

Website Performance Google Media 128

The Netflix TechBlog

JULY 12, 2019

A Hollow diff shows exactly what changes This, coupled with some iteration on the deployment process, has resulted in the ability for our team to code, validate, and deploy impactful changes to Gatekeeper in literally minutes?—?at and we can do so with a higher level of safety than was possible in the previous architecture.

Cache 183

Cache Architecture Latency Engineering 183