Databricks Certified Context Engineer Associate Practice Mode

Community Discussion

Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.

• Chose A0

  - Correct answer : A — MLflow 3 for GenAI A . Correct. MLflow 3 for GenAI is the current, unified framework for tracing, evaluation, and monitoring of GenAI applications, and Databricks documents migration paths from legacy Agent Evaluation to it. B . Incorrect. Lakebase is a transactional Postgres database for application and agent state, not an evaluation or tracing framework. C . Incorrect. Unity Catalog is a governance and data catalog layer; it does not provide tracing, evaluation, or monitoring for agent behavior. D . Incorrect. MCP connects agents to tools and resources; it has no built-in evaluation or tracing capability of its own.