Study Databricks GENAI-ASSOC CI/CD, MCP, and Interfaces: key concepts, common traps, and exam decision cues.
The current blueprint now goes beyond “deploy the app” and asks how you operate it across environments. CI/CD, prompt promotion, MCP integration, and user-facing delivery choices all show up here.
| Need | Better first instinct |
|---|---|
| promote prompts across environments | prompt version control and lifecycle management |
| update Vector Search indexes safely | CI/CD discipline |
| expose tools through managed, external, or custom surfaces | MCP integration |
| choose how users interact with the agent | interface fit such as Apps, Slack, Teams, or similar |
| If the issue is mainly about… | Better first read |
|---|---|
| safe promotion between environments | CI/CD and versioned prompt lifecycle |
| tool-server integration | MCP category and connection type |
| user-facing delivery channel | interface fit for the target workflow |
| operational drift across environments | treat prompts and indexes as managed deployable assets |
| Trap | Better rule |
|---|---|
| treating prompts like ad hoc text instead of versioned artifacts | prompt lifecycle is now explicitly tested |
| assuming all MCP sources are the same | managed, external, and custom MCP choices have different implications |
| ignoring the interface when the stem asks about user-facing usage | delivery channel can be part of the right answer |
A team keeps copying prompts between environments manually, and the application behavior drifts because nobody can tell which prompt version is live in staging or production. What is the strongest first fix?
Correct answer: A. The current blueprint explicitly expects prompt lifecycle and environment promotion discipline.
This objective usually tests whether you can separate prompt lifecycle from tool interface integration. If the requirement is safe prompt change promotion, think prompt version control and lifecycle management. If the requirement is integrating managed, external, or custom tool servers, think MCP. The weak answer usually treats Git or prompts alone as the whole operational story.