article thumbnail

Building High-Quality Software

DZone

Saving several hours preparing and doing a design review will cost hundreds (if not thousands of hours) of fixing issues down the road.nn> unit testsnnI don’t believe that I have to say that in 2021, but I have never seen a quality product without unit tests. We live in a time when everybody is irked by manual testing.

Software 245
article thumbnail

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

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. It allows data scientists to develop and test code quickly on your laptop, similar to any Python script.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

The Netflix TechBlog

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. It allows data scientists to develop and test code quickly on your laptop, similar to any Python script.

article thumbnail

MLOps and DevOps: Why Data Makes It Different

O'Reilly

The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner. but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Software Architecture. Why did something break?

DevOps 138
article thumbnail

Tasktop Viz launch – DevOps Enterprise Summit 2019 – Day Two Recap

Tasktop

Over the past months, a number of Fortune 100 customers have been testing Tasktop’s new product, Tasktop Viz , to implement the Flow Framework. Just look at how ugly that service-oriented architecture is!” Day two recap. Photo credit: @DOES_USA.

DevOps 8
article thumbnail

A Clash of Mindsets: When New Products Depend on Existing Products

Strategic Tech

Many of the practices that enable teams to move quickly are the same practices that enable highly-reliabile systems: automation, observability, testing, and design. If you’re new to domain discovery and modelling, check-out the free tools from the DDD Crew or the free kata exercise. It doesn’t need to be a choice of one over the other.