AMD GPUs are more than enough for Local AI

NVIDIA & CUDA dominate LLM benchmarks, but an AMD RX 7900 XTX with Ollama is a capable, private, and cost-efficient local AI setup for learning and testing.

AI Agent Isolation - Sandbox Architecture for Agentic Systems

The shift to agentic AI changes the threat model of your infrastructure. This article covers the core isolation principles, the architectural controls that matter, and how they are implemented in practice.

Tutorial: Home Assistant ePaper Dashboard with IKEA Frame

Delta Format and Delta Table: Revolutionizing Data Lake Management

CPM-Net: A Tool for Scheduling with the Critical Path Method

A free, client-side web app for easy project planning with Critical Path Method—visualize, organize, and optimize.

Agentic AI: The Next Leap in Autonomous Intelligence

Agentic AI represents a new paradigm in artificial intelligence. It refers to autonomous AI systems—built from interconnected software agents

Open Data Platform: Databricks and the Lakehouse Era

In the era of big data and AI, organizations face a fundamental challenge: how to unify, govern, share, and efficiently while ensuring security and openness?

Open Source LLMs: Empowering AI Innovation and Customization

Proprietary models offer impressive capabilities but often come with restrictions, vendor lock-in, and limited insight into how the models work.

Tutorial: Expose a Local Service with Cloudflare Tunnel

Files Tagging with AI in Nextcloud

Tag files arriving in Nextcloud using LLMs