- MLOps is a relatively new term that began to gain traction at the end of 2019. - The rapid growth of machine learning sparked the creation of MLOps as a new category. - MLOps vendors can be split into several categories: deployment & serving of models, model quality & monitoring, model training, a.. read more  

The article discusses the potential for a platform shift in the realm of Artificial Intelligence (AI), similar to the one that occurred with the rise of cloud computing about 17 years ago. The author highlights the similar qualities and challenges of early cloud computing and recent advancements in .. read more  

Meta, formerly known as Facebook, has shared measurement techniques it developed to manage its AI models with other organisations. Operating at large-scale, Meta currently has thousands of AI models to comply with regulations across the world. - Its Machine Learning Operations (ML-Ops) ecosystem has.. read more  

LinkedIn has been working on new AI-powered experiences that leverage generative AI, such as collaborative articles to promote knowledge sharing and GAI-powered writing assistant in profiles and job descriptions. - The company prioritized an engineering philosophy of exploration over building a matu.. read more  

PagerDuty has developeda new Kubernetes pluginthat enables users to leverage ephemeral containers for debugging purposes. - The plugin is designed to automate the process of collecting diagnostic data during an incident, providing users with a way to retrieve debugging information without having to .. read more  

Kubernetes, an open-source system used to automate software deployment and manage and scale containerized applications, has become popular due to its ability to enable developers and allow businesses to scale horizontally. However, organizations also need to focus on Kubernetes security, as cybercri.. read more  

The author of a rust operator was curious about how the underlying networking in Kubernetes worked, so they built a CNI plugin in rust. - The CNI specs require handling ADD, DEL, CHECK and VERSION commands to communicate with kubelet or other implementations. - The plugin replicates the bridge CNI p.. read more  

- Database vendors need to become more involved in cloud-native computing to overcome scaling issues related to Kubernetes and stateful applications, according to attendees of the latestKubeCon + CloudNativeCon Europe 2023. - Stateless applications benefit from containerization's inherent scalabilit.. read more  

- LLMs are being used in many cool projects, unlocking real value beyond simply generating text. - One use case is K8sGPT, an AI-based Site Reliability Engineer running inside Kubernetes clusters, which diagnoses and triages issues in simple English. - LocalAIis a drop-in API-compatible replacement .. read more  

Maker Alexander Rau has used eight Raspberry Pi CM4 modules to power his custom Kubernetes cluster, which he documented in athorough blog post. Rau developed a custom carrier PCB for the CM4 modules to provide necessary features and created a cluster tray from scratch. - He used Rancher to manage th.. read more