multi agent llm systems

From Fine-Tuning to Protocol Wars: Building the LLM Tech Stack That Lasts

Aaron Wise

LLM systems that last combine fine-tuned models, embeddings, vector databases, and protocols like MCP and ACP for reliable collaboration.