This blog post discusses the implementation of local models for zero-shot classification in real-time triage systems, highlighting an open source tool called reposhell that enhances the classification process by securely accessing and evaluating code from an open-source repository. The author shares insights from personal experience, emphasizing the advantages of using larger models for better performance and the importance of building independent solutions with local hardware.