Day 23: Scaling & Managing LLMs in Production Environments

Nov 20, 2025 · 18 min read · 📚 Key Learnings What makes LLMs different from traditional ML models Fine-tuning vs prompt engineering Deployment patterns for LLMs (real-time vs batch, on-demand vs always-on) Managing GPU infrastructure and resource scheduling Logging, monito...