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The latest News and Information on APIs, Mobile, AI, Machine Learning, IoT, Open Source and more!

Charmed Kubeflow 1.7 Beta is here. Try it now!

Canonical is happy to announce that Charmed Kubeflow 1.7 is now available in Beta. Kubeflow is a foundational part of the MLOps ecosystem that has been evolving over the years. With Charmed Kubeflow 1.7, users benefit from the ability to run serverless workloads and perform model inference regardless of the machine learning framework they use.

Monitoring our monitoring

Last Saturday, our API went down. Not even a funny error message or slightly slower responses either, it just completely vanished off the internet for 18 minutes. I'm not normally one to point fingers at my hosting provider when things go wrong (since ultimately, I chose to use them, so it's my problem to fix), but when fly.io publicly posts on their forums about their reliability issues, I may as well link to them.

Data & Traffic Are Key to Kubernetes Preview Environments

Preview environments are temporary environments where developers can test code changes before deploying them to production, also called ephemeral environments, they’re temporary and should be discarded after testing changes. Carrying out tests using accurate data is a major challenge when creating and destroying environments. Put differently, you need realistic data and traffic in the preview environment to reflect the performance of code changes in production.

Benefits of AI Dash Cameras in Your Commercial Fleet Business

Artificial Intelligence (AI) has never been more prevalent in business than it is today. This is especially true when dealing with the transportation industry. For commercial fleet businesses in particular, a groundbreaking development has been that of AI dash cameras within the vehicles. These cameras use advanced algorithms to process visual data in real time, providing fleet managers with a wealth of information that can help them make more informed decisions and operate their businesses more efficiently. Read on to discover a few of the many benefits that using AI dash cameras can have on your commercial fleet vehicles.

How To Use Modern Technology To Improve Your Business

Are you a business owner or CPO looking for ways to improve your operation with the help of modern technology? Do new digital tools have the potential to give your company an edge in today's competitive landscape? To answer these questions, it helps to understand what workflow is and how it can be used in practice. With detailed background information on the subject, this blog post will provide helpful insights into technologies that could take your business from being good to great.

Managing a mobile fleet: How to manage issues revealed by geofencing

Because geofencing is a powerful tool, organizations that use the feature often rely exclusively on the technology for disciplinary action. For example, when an IT team receives an alert that a field worker has exited a geofence, they may immediately jump into corrective action, such as by issuing a written warning to the offender.