Operations | Monitoring | ITSM | DevOps | Cloud

The events of 2020 — from the pandemic to the resulting mass quarantines — have been one of the most impactful societal events of this century. Nearly overnight, it has relegated hundreds of millions of workers to their homes, likely through much of 2021 and perhaps beyond.

Measuring your machine learning model will help you understand how well your model is doing, how useful it is, and whether your model can perform better with more data. This is what Algorithmia Insights — a feature of Algorithmia Enterprise MLOps platform — does. Algorithmia platform accelerates your time to value for ML by delivering more models quickly and securely, as it is estimated that 85% of machine learning models never make it to production.

Raygun’s Launch Notes are your regular round-up of all the improvements we made to Raygun last month — from significant features to performance updates.

In my ongoing Loki how-to series, I have already shared all the best tips for creating fast filter queries that can filter terabytes of data in seconds and how to escape special characters. In this blog post, we’ll cover how to use metric queries in Loki to aggregate log data over time.

Welcome to 2021, a year we are all entering full of hope. None of us knows quite what 2021 holds in store with regards to the global pandemic, but no doubt it will be another year of huge change. That will mean continued pressure on IT organizations across all industries to adapt and deliver new services to the business and users, all while keeping costs as low as possible. As we start a new year, many of you reading this will be considering your monitoring strategy in 2021 and beyond.

As with many things in 2020, this year’s AWS re:Invent was quite different from any previous iterations. For starters, instead of a week of live talks, face-to-face sessions, and a room full of booths, this year the event was fully online and stretched out for three weeks. As sponsors of this year’s event, we were excited to participate and continue to make an impact on the AWS community.

NGINX is one of the most popular web servers. According to nginx.com, it powers more than 400 million websites. It is, however, probably even more commonly used as a reverse proxy. Since it acts as a go-between for your application and your users, it’s important to properly monitor NGINX metrics. Sometimes you may find yourself trying to understand some performance degradation of the application while an issue may come from NGINX itself.

In this article, we’ll be discussing everything you need to know about the basics of AWS Lambda error handling and some popular methods using StepFunctions and X-Ray. Regardless if you’re an AWS Lambda expert or if you’re a new Lambda user, there’s always something new to learn.

Fraud rates for Unemployment Insurance Benefits (UIB) and Pandemic Unemployment Assistance (PUA) are out of control. In May 2020, Brian Krebs of Krebsonsecurity published two articles detailing fraud that was occurring in several different state’s UIB portals. These states had been warned by the US Secret Service to be on the lookout for this. Reading the articles, the common theme is that many states are missing rudimentary controls for combating fraud.