When Claude changed, everything changed: Managing AI blast radius in production

We built it on Claude Sonnet 3.5 in early 2025. We upgraded to 3.7 without incident, and to 4.0 without incident. By the time ...

Google unveils Gemma 4 12B for local AI agents, coding, and multimodal reasoning

Google DeepMind has introduced Gemma 4 12B, a new open-weight multimodal model designed to bring agentic intelligence ...