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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Advancing MLOps with JFrog and Qwak

Modern AI applications are having a dramatic impact on our industry, but there are still certain hurdles when it comes to bringing ML models to production. The process of building ML models is so complex and time-intensive that many data scientists still struggle to turn concepts into production-ready models. Bridging the gap between MLOps and DevSecOps workflows is key to streamlining this process.

Best Practices For Building A Resilient On-Call Framework

Whether a business is small scale, medium-sized, or a large enterprise, downtime issues can affect any organization as no business is exempt from experiencing downtime. However, the swifter the acknowledgment of an issue, the quicker the response, resulting in a reduced impact on business. An effective On-Call framework not only aids in prompt issue resolution but also plays a vital role in minimizing the overall downtime impact on business operations.
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The 6 Best Incident Management Software in 2024

When the siren blares and your IT infrastructure is under siege, panic can be your worst enemy. In the heat of these digital battles, robust incident management software becomes your indispensable weapon. Forget fumbling through spreadsheets and frantic Slack threads - you need a clear-headed commander-in-chief, a champion of incident response who orchestrates your team to victory.

Ubuntu AI Podcast | Launch of 2nd series

Season 2 of Ubuntu AI podcast is here! After a start with great guests and great feedback from our listeners, we are ready to kickstart a new series of episodes. We will continue talking about AI and open source, focusing mostly on the machine learning lifecycle, AI on public cloud, AI at the edge and the security angle of the AI projects. This time around, we will periodically invite contributors to open source projects from the AI space to join us.

Elevating Dev Teams: GitKraken and JetBrains Share Insights from 150,000 Developers

Annual reports often feel full of fluff, but the 2024 State of Git Collaboration Report, developed by GitKraken in partnership with JetBrains and drawing on insights from 150,000 developers worldwide, gets straight to the heart of what makes the best development teams stand out in 2024.

The case for Fault Injection testing in Production

Many organizations who are looking to introduce Fault Injection as a testing technique start with non-production environments, but don't always go back and reconsider that choice as they mature beyond initial assessment. However, there's a strong case for running these tests in your live systems. It's important to consider the trade-offs when choosing to test in production or non-production environments, as it can have far-reaching impacts on the efficacy and cost of improving the resilience of software.

Where Are We Headed Next? A Platform Engineering Roadmap

What does the platform engineering roadmap look like as we head into its continued maturity? We recently conducted a survey to better understand the role and state of platform engineering — emphasizing those organizations who are using this tactic to greater success. Using this data, we will peek into the future and see where platform engineering is headed next.