Free practice exam · Databricks certification
Free Databricks Context Engineer Associate Practice Exam
Context engineering is becoming one of the most important skills in the agentic AI era. Practice with independently written scenario-based questions mapped to the public Databricks exam guide.
- 395 practice questions
- 45-question timed mock in 90 minutes
- Detailed explanations on every option
- Domain scores and a study path
Why context engineering matters
The model is no longer the hard part. The hard part is the information environment you put around it.
An agent is only as good as what it can see at inference time. It needs the right instructions, trusted retrieval over governed data, memory that survives across sessions, tools it is allowed to call, a context window that stays inside budget, and evaluation that proves a change actually helped.
That is exactly what this certification tests. It is the first mainstream credential that treats context as an engineering discipline rather than a prompt trick — designing, assembling, and governing the information an agent receives, on a platform where the data, the metadata, the metrics, and the permissions already live.
If you already work in data engineering, analytics engineering, or platform work, you are closer to this skill than almost anyone. The context layer is built from the things you already own: definitions, business meaning, institutional memory, and portable contracts.
What this free practice exam covers
Seven domains, mapped one to one to the sections and weights published in the official Databricks exam guide. Every question carries an explanation and a chapter to read next.
Foundations of Context Engineering
What context engineering is, how it differs from prompt engineering, and how the information environment around an agent is designed and governed.
System Prompt and Instruction Design
Writing durable instructions, role definition, output contracts, refusal behavior, and keeping policy out of brittle prompt text.
Knowledge Retrieval and Genie Configuration
Vector Search and Genie spaces, chunking, metadata filters, hybrid search, grounding, citations, and Unity Catalog governance of what can be retrieved.
Memory Architecture with Lakebase and MLflow
Short-term versus long-term memory, session state in Lakebase, tracing and evaluation with MLflow, and memory that survives across sessions.
Tool Design, MCP, and Agent Context
Unity Catalog functions, MCP servers, tool descriptions as context, parameter design, permissions, and action control for agents.
Context Compression and Compaction
Trimming, summarization, compaction checkpoints, token budgets, position effects, and the cost and latency of every extra token.
Built like a study tool, not a quiz app
Everything is free, works on a phone, and saves your progress if you close the tab.
45-question full mock exam
Weighted across the seven domains, the same shape as the official assessment.
90-minute timed mode
A live clock, auto submit, and the pressure of the real sitting.
Practice mode
No clock. Pick one domain and see the explanation the moment you answer.
Original scenario questions
Written by practitioners against the public exam guide. Never scraped, never memorized.
Detailed explanations
Why the right answer is right, and why each other option fails.
Domain scores and weak-area path
A per-domain breakdown plus the exact chapters to read before your next attempt.
A score report, not just a number
The second you submit, you see exactly which domains carried you and which ones cost you the pass — with the chapters that close each gap. Here is a sample.
31 of 45 correct · 71 minutes
Not ready yet — two domains to fix
The same report lands in your inbox, so you can compare it against your next attempt.
Domain breakdown
Your study path
Weakest first. Every domain links straight to the chapters behind it.
Join the waitlist
The free practice exam goes live this Saturday. Leave your email and we will tell you the moment it opens.
Go deeper
The certification tests the skill. The Context Advantage explains why the skill matters.
Learn the deeper enterprise AI foundation: context, control, cost, and choice. Thirty-four chapters written for data and AI professionals, with lifetime updates.
Common questions
Is this practice exam really free?
Yes. The full question bank, the timed mock, and every explanation are free. We ask for an email only if you want new question sets, and you can unsubscribe at any time.
Are these real exam questions?
No. Every question is written independently by practitioners from the public exam guide. Sharing real exam content would violate the Databricks certification agreement, and memorized questions do not teach you context engineering.
How close is it to the official exam?
The format matches the published assessment details: 45 scored multiple choice questions in 90 minutes, weighted across the same domains. The questions are our own scenarios, written at the same level of difficulty.
What are the official exam details?
The Databricks Certified Context Engineer Associate exam has approximately 45 scored multiple choice or multiple selection items, a 90 minute limit, a 200 dollar registration fee, and online proctored delivery. There is no prerequisite, and the certification is valid for two years. The version this practice set is built against became available on July 29, 2026.
How often is the bank updated?
We review it every month against the current exam guide and the Databricks platform releases. Subscribers get a note when new question sets land.
How should I use the two modes?
Start in practice mode by domain to learn, and use the timed mock a few days before your exam to test recall under pressure. Read the linked chapters for the domains where you score below seventy percent.
This is an independent practice exam created for learning. It is not affiliated with Databricks. Questions are written independently and are not real exam questions. Databricks and the Databricks certification names are trademarks of Databricks, Inc.