SwiftUI & UIView — A Simple Mistake

I recently made a simple mistake. An implementation which appeared correct, based on its initial usage, turned out to be incorrect when its usage changed. But before we start, although this post describes the mistake I made and shows you how…

Add Some Smarts To Your Change Data Capture

As the number of your services grows, it becomes error prone and hard…

Part 2 — Zendesk Spotlight: Our Career-Changer Engineers.

Following on from Zendesk Spotlight: Our Career-Changer Engineers I received so many words of wisdom from our career-changer engineers that it was clearly worth sharing it with the world. And judging by your response to Part 1 you think so too! Here is what they had to say. Catherine Software Engineer…

Zendesk Spotlight: Our Career-Changer Engineers.

(Part One) Zendesk Engineering in Melbourne is growing, and growing fast. Four years ago we had five engineering teams and now there is somewhere in the vicinity of thirty. One of the pillars of this rapid growth has been the hiring of career changers — folks who have decided to shift their…

The Joys of Circuit Breaking

Zendesk’s product suite is built with an evolving service oriented architecture, comprising hundreds of micro services and a growing web of interdependencies. Operating and orchestrating such a large scale distributed system can be challenging. This post will explore the importance of circuit breaking and related concepts. A few weeks ago…

Open sourcing IronBank, our Zuora client

Building user confidence in machine learning products

I’m a Software Engineer on the Data Products team at Zendesk. Recently I had one of the highlights of my career — working in the team that built Answer Bot. As a front-end specialist, my focus was on crafting the best possible user experience for Zendesk customers…

Datadog Log Management from Zero to One

Datadog APM Trace Search from Zero to One is the first part of advanced techniques we use at Zendesk to plan capacity and keep performance characteristics of the multi-tenant system at expected levels. Response times vary between different API endpoints and customers, as the data set grows rapidly, and new…

How we use AWS Batch at Zendesk to Build All The Machine Learning Models

In this instalment, I’ll be describing…

Create a test data generator using Kafka Connect

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Validating Cloud Custodian on AWS with Moto

At Zendesk, we adopted Cloud Custodian as a framework to implement compliance across our AWS accounts. Cloud Custodian has a Domain Specific Language that allows anyone with a penchant for reading documentation to create policies that can report or act on resources in AWS, GCP, or Azure. Deleting or re-configuring…

Zendesk’s Global Mesh Network- Part 1

The history of infrastructure at Zendesk (Part 2) — the messy middle

Adding Functionality to Google Pub/Sub: Queue Meta Processing

Machine learning is blossoming at Zendesk

Bill and Ted’s Excellent Adventure! A Short History of Machine Learning at Zendesk We have invested heavily in ML over the past four years and we…

Creating the ultimate flexibility via Container components in React

React Components / Zendesk Garden This documentation includes React components and utilities that provide visuals, keyboard-navigation, localization, and…garden.zendesk.com I wrote a Twitter thread on some of the cool stuff we’ve done that could be very useful as a starter for other people. So here’s that thread with some extra goodies, in article form. We’ve utilised a really cool pattern…

How probable are collisions with ULID’s monotonic option?

There’s a lot of excitement at Zendesk about ULID. As a universally unique identifier format, ULID has become a popular alternative to UUID in recent years. For most of our history at Zendesk, we’ve used integer IDs internally for database keys, as well as in our public APIs. We even…

Zendesk’s journey to Kubernetes

We can use Kubernetes for little things, but there isn’t much point doing it for our original monolithic Ruby on Rails product. Even if we did…

Say Hi to Delivery Boy!

Hot off the heels of releasing Racecar, our easy-to-use framework for running Kafka consumers in Ruby, we’re ready to release yet another Kafka-related library! This time, it’s all about message delivery. Up until now, if you wanted to produce messages to Kafka from a Rails application, you’d need to write…

Recipes for running a successful technical book club at work

This blog post is our learnings from running technical book clubs at Zendesk for the past 2 years. In that time we have run four book clubs: Two books on functional programming languages: Clojure and Scala Reliability is very important to us so we studied the bible on Software Reliability…

A Github Actions Workflow to Generate & Publish your Hugo Website

This short post describes a Github Actions workflow to generate your Hugo-based website and publish it to Github Pages. To learn more about Hugo and GitHub Pages, and how to use them to build your website, see my previous post. What is Github Actions Github Actions is a service from Github which allows you…

Making the most of Answer Bot: topic group visualization using t-SNE

Kafka on Ruby

Running a team colocation — The beginning of something great

Composable Go

With a lot of languages, it is easy to replace a given function or method call with a mocked version. Dynamically replacing or statically injecting mocked dependencies makes testing code much easier. Personally I’ve found this approach less than ideal in Go, so I’ve been looking for another way to…