[Ubuntu] A massive 125B AI model running on a 16GB GPU! Building a local AI environment with Strata

IntroductionStrata is an open-source engine designed to run the large 125B (125 billion parameter) model, Qwen3.8-Flash-Next, ...

Using LFM2.5-24B-A2B on an 8GB GPU — Fast at 34 tokens per second, but claimed 'success' while remaining incorrect in 3 out of 5 tasks

A2B', released by Liquid AI on October 13, 2026, on a PC with an RTX 5060 (8GB VRAM) and 48GB RAM, and had it solve ...
KDnuggets

Building AI Applications with OGX, the Open-Source Agentic API Server

OGX is plainly described as: an open-source agentic API server for building AI applications, OpenAI-compatible, any model, any infrastructure. It is the rebrand of Meta's Llama Stack, with the name ...

AI Guardrails: How They Work and Where Protection Can Fall Short

Learn how AI guardrails control data access, validate agent actions and filter outputs, plus their limits and the checks IT ...
shattered.io

Deploy a Secure Cloudflare Workers API in 12 Steps [2026]

Learn how to build, secure, and deploy a Cloudflare Workers API in 12 steps, with Wrangler, KV, Durable Objects, rate ...