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This article was contributed by Vedrana Vidulin, Head of Responsible AI Unit at Intellias (LinkedIn). As AI becomes central to smart devices, embedded systems, and edge computing, the ability to run language models locally — without relying on the cloud — is essential. Whether it’s for reducing latency, improving data privacy, or enabling offline functionality, local AI […]

The post How to Deploy Lightweight Language Models on Embedded Linux with LiteLLM appeared first on Linux.com.

Achieving and maintaining compliance with regulatory frameworks can be challenging for many organizations. Managing security controls manually often leads to excessive use of time and resources, leaving less available for strategic initiatives and business growth. Standards such as CMMC, HIPAA, PCI DSS, SOC2 and GDPR demand ongoing monitoring, detailed documentation, and rigorous evidence collection. Solutions […]

The post Automating Compliance Management with UTMStack’s Open Source SIEM & XDR appeared first on Linux.com.

Talos Linux is a specialized operating system designed for running Kubernetes. First and foremost it handles full lifecycle management for Kubernetes control-plane components. On the other hand, Talos Linux focuses on security, minimizing the user’s ability to influence the system. A distinctive feature of this OS is the near-complete absence of executables, including the absence […]

The post A Simple Way to Install Talos Linux on Any Machine, with Any Provider appeared first on Linux.com.

OpenTelemetry (fondly known as OTel) is an open-source project that provides a unified set of APIs, libraries, agents, and instrumentation to capture and export logs, metrics, and traces from applications. The project’s goal is to standardize observability across various services and applications, enabling better monitoring and troubleshooting. Read More at Causely

The post Using OpenTelemetry and the OTel Collector for Logs, Metrics, and Traces appeared first on Linux.com.