Inside Meltwater Engineering.

Meltwater recently released a new product feature called Signals, which helps our customers to identify business-critical events. In a previous post we introduced the concept of record linking, and presented our first approach for merging information from multiple sources for our Knowledge Graph. In this second post, we share how we improved...

Meltwater recently released a new product feature called Signals, which helps our customers to identify business-critical events. One of the technical systems powering these Signals is a custom-built Knowledge Graph. In this post we explain how we created a record linking service that utilizes machine learning and big data tactics to cluster...

The Meltwater Engineering teams have always been doing a lot of remote collaboration, due to the distributed nature of our company. Still, we have to get used to the work-from-home situation where we cannot even meet the colleagues in our own offices. In this post Niall Burkley from our middleware team shares...

In early spring 2018 Kubernetes went into Production at Meltwater and has seen great adoption from a lot of our engineering teams. Our Kubernetes cluster went from hosting 150 services at the end of 2018 to more than 800 services 9 months later. As part of our involvement in the Cloud Native...

Gene Connolly and Jeff Campbell joined the Scrum Master Toolbox Podcast for an episode on boosting collaboration and promoting DevOps culture. Gene (Principal Software Developer at Meltwater) and Jeff (long time contributor to the Scrum Master Toolbox podcast) share their own experience organizing Internal Unconferences, and why this may be exactly what...

Our Application Framework team was tasked with assessing and improving application performance. Analyzing performance across the globe is challenging. The architectural layout of Meltwater’s application, as well as the way we organize our teams, lead to various challenges. This is the first post in a series about front-end performance. We will share...

To provide structured data from the Web to our customers, our team maintains a web crawler. The system downloads and processes 600K URLs per hour, resulting in huge amounts of logs. That costs a lot! In this blog post, Róbert from our Crawler team explains how we modified our architecture to save...

When you start at a new company, the first weeks are a turmoil of new things. The Meltwater Product & Engineering team is no different. When new colleagues join us, they go through an onboarding phase with parts that are standardized across the company, and other elements custom to their team. Still...

AWS Auto Scaling Groups may seem outdated in a world dominated by Serverless and Kubernetes, but they still have their place in Meltwater’s AWS infrastructure. One thing we felt was missing in Auto Scaling Groups are unique instance names. EC2 instances launched in the ASG are given the same Name tag, with...