Technical Analysis
19 min read
Keeping Agents on Track: Answering Questions About Data They Were Never Trained On
How AI assistants answer questions about data they were never trained on, and how designers keep them from drifting: retrieval-augmented generation, command-line and structured tools, MCP, and classification and routing, combined into a specialist assistant that finds the right data and stays in its lane.