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.
Tag
a2a protocol
Articles
The Agent Assembly Line: Orchestrating AI Systems with MCP, A2A, AG-UI, and RAG
Aaron Wise
MCP enables modular AI integration, A2A secures agent communication, AG-UI shifts user interaction, and RAG enhances LLM relevance with retrieval.