The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow removes this cognitive overhead.

Open Source 239

Open Source AWS Infrastructure Energy 239

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. Software Architecture. This approach is not novel.

DevOps 140

DevOps Software Engineering Infrastructure Open Source 140

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow removes this cognitive overhead.

Open Source 135

Open Source AWS Infrastructure Energy 135

O'Reilly

NOVEMBER 26, 2024

Topic modeling shows that corporations are looking for cloud skills, software architecture (a more senior skill to aspire to), AI skills, Kubernetes, Java, Python, microservices, security, and Linux. And, let’s face it, everyone wants product managers. All of these learning tools help teach critical thinking.

Education 80

Education Azure AWS Java 80

Strategic Tech

DECEMBER 12, 2019

Defining Aggregate Boundaries Deciding that specific business operations should succeed or fail together sounds like a simple requirements gathering exercise. If you’d like to go through the whole process of modelling domains, shaping the software architecture, and finding aggregates, join my 2 day workshop at DDD EU in February 2020.

Healthcare 10

Healthcare Software Architecture Database Software 10

Strategic Tech

FEBRUARY 16, 2022

It seems unrealistic wanting the best of both world (speed and reliability) but the field of software engineering established during the past decade that speed and reliability can both be achieved. A good engineering organization moves at speed with high reliability. It doesn’t need to be a choice of one over the other.

Innovation 52

Innovation Speed Google Strategy 52