Treating a Gaggia espresso machine like a distributed system: instrumenting an ESP32 with OpenTelemetry, streaming shots and whole-house sensors into ClickHouse Cloud, and putting ClickStack (plus an LLM agent) on top to turn every pull into a queryable,
The September 2026 edition of the Linux Foundation Newsletter highlights key developments in open source, including the Agentic AI Foundation's new philanthropic member, the introduction of TRACE, and advancements in Xen Project safety and OpenSearch recognition.
A reported exploit by Magnet Forensics may allow bypassing of iOS’s automatic reboot feature, which is designed to enhance device security after prolonged inactivity. This development raises questions about the effectiveness of such security measures and the potential for third-party tools to underm
Vector search databases have become essential infrastructure for AI applications, enabling systems to retrieve semantically relevant data from large collections. This guide explores the evolution of vector search, key developments in 2026, and how to evaluate these systems for production use.
Amazon SageMaker optimized generative AI inference introduces the aws-ai-ml skill through the Agent Toolkit for AWS, giving coding agents like Kiro, Claude Code, and Codex deep expertise in inference optimization and benchmarking. Describe what you want, and your agent generates executable SageMaker
NVIDIA TensorRT Model Connect is an open source project that demonstrates AI-native development by treating AI outputs as modular, verifiable units of work. The project emphasizes parallel work, model-family isolation, and GPU-backed validation to ensure system stability and scalability.
NVIDIA's Nemotron 3.5 Lightning is now available on Ollama, offering a 30 billion parameter model optimized for local execution and agentic workflows. This analysis explores its architecture, use cases, and implications for developers and end users.
A critical vulnerability in Telegram Desktop allowed attackers to steal any file from a user's device through a crafted link. The flaw stemmed from improper handling of inter-process communication (IPC) and a lack of authorization checks in the interpret: URI scheme, enabling arbitrary file reads an
Red Hat and IBM have addressed over 400 previously unknown vulnerabilities in Java libraries, while Red Hat is recognized as a leader in hybrid cloud management with automation.
This week's edition of Self-Host Weekly highlights developments in the self-hosting ecosystem, including updates to Home Assistant, Raspberry Pi price changes, and new tools like Tagr. The newsletter also discusses the growing trend of self-hosted solutions as an alternative to proprietary platforms
GitHub has shared updates on its transparency reporting and state-level policy engagement, including changes in government takedown requests and legislative developments affecting open source and developer tools.
Google Cloud CEO Thomas Kurian positions Gemini as a unified, enterprise-ready AI agent, capable of handling a range of tasks from coding to content creation. The platform emphasizes integration with existing Google tools and enterprise governance, though challenges around cost control and scalabili
