The Context Problem

AutoFix Group has every answer a technician needs - scattered across PDFs and BigQuery tables that don't talk to each other. In this module, you will meet the scenario, see why the obvious agent build fails in three distinct ways, and tour the environment you will use to fix it.

By the end of this module, you will:

• Describe the three questions that break a modern stack - each one a different missing shape: vector search samples and cannot prove what is missing, Text2SQL guesses joins as the tables multiply, and neither covers the whole estate
• Name the three graph shapes this workshop builds: trees, communities, and paths
• Have a running Codespace, a loaded graph, and a coding agent connected to both