Operations | Monitoring | ITSM | DevOps | Cloud

Machine learning operations (MLOps) has become the backbone of efficient artificial intelligence (AI) development. Blending ML with development and operations best practices, MLOps streamlines deploying ML models via continuous testing, updating, and monitoring. But as ML and AI use cases continue to expand, a need arises for specialized tools and best practices to handle the particular conditions of complex AI apps — like those using large language models (LLMs).

In the digital age, effective document management is the cornerstone of operational efficiency, especially within platforms like SharePoint. SharePoint serves as a central repository for a myriad of documents—each vital for the day-to-day function of a business. However, without proper management, this repository can quickly turn into an unnavigable maze.

The wins just keep coming! Today we celebrate fresh evidence of the mark we're making in the industry.

Observability tools help engineering teams understand the health and behavior of software. But the term “health” in the context of this type of tooling is fairly narrow in scope—pertaining to real-time performance, reliability, and availability. While these are three important metrics to monitor, they’re lagging indicators of bigger issues happening upstream.

This is part four of seven in our Frugal Architect blog series. Read the rest of the series here. In case you weren’t as giddy as CloudZero was at re:Invent this past year, we wanted to recount the seven laws outlined by Werner Vogels, Amazon’s CTO, which he’s bundled into a framework called “The Frugal Architect” (check out the whole framework here). What is “The Frugal Architect”?

Backstage is gaining wide adoption for platform engineering teams looking to build internal development platforms. After implementing Backstage, data has shown an improvement in 2X of code changes, and a decrease of 17% in cycle time making a huge impact on the business delivery pipeline for organizations. Backstage with its rich plugin ecosystem, makes it possible to get full troubleshooting and security coverage you need across your entire pipeline in a single dashboard and interface.

In this blog, we look at how cloud storage solutions have evolved in recent years and explore some of the key connectivity considerations as businesses store more data in the cloud. Cloud storage is probably the oldest and most familiar cloud application, best defined as storing data on ‘someone else’s computer’.

The IT landscape is currently evolving faster than ever before, and the move to cloud-based solutions has emerged as a game-changer for businesses looking to future proof their infrastructure. However, the move to cloud solutions is not always straightforward and comes with challenges due to changes in management access.

I had the pleasure of returning to DrupalCamp FL (DCFL) again this year and even now in its sixteenth year, DCFL 2024 was as lively and energetic as ever. Approximately 130 people descended upon Florida Technical College to share their experiences and knowledge surrounding Drupal and I’m here to share the highlights!