July 19, 2026· ~4 min readThe On-Device LLM Revolution: Edge AI in 2026 The AI world is experiencing a fundamental shift. After years of cloud-centric inference dominated by massive data center GPUs, language models are m
July 19, 2026· ~4 min readHybrid Cloud-Local Inference Architecture for Agentic AI The dominant architecture for AI agent systems in 2025 was straightforward: send every inference request to a frontier cloud model and pay per token.
April 15, 2026· ~8 min readRunning Gemma 4 on a Raspberry Pi 5 with the Hailo-8: What Actually Works You cannot run Gemma 4 on a Hailo-8. That is not a headline designed to disappoint you; it is simply a hardware fact. The Hailo-8 has 18 megabytes of
April 4, 2026· ~7 min readGemma 4: Google DeepMind's Most Intelligent Open Models On April 2, 2026, Google DeepMind released Gemma 4 — the fourth generation of its open model family, licensed under Apache 2.0. Built on research and
March 1, 2026· ~4 min readn8n Automation on GB10: Building AI-Powered Workflows at the Edge ## Executive Summary The convergence of workflow automation and AI inference at the edge represents a fundamental shift in how enterprises approach