Agentic Workflows MCQ Questions with Answers (Latest 2026)

Q1. Which option best describes a workflow in agentic AI?

A. A static prompt template. B. A single LLM call. C. A retrieval-only pipeline. D. A defined sequence of steps to accomplish a goal.

Select an answer to check.

Answer: A defined sequence of steps to accomplish a goal.

Here, A defined sequence of steps to accomplish a goal. is the right choice. Structures multi-step automation. It aligns directly with what the question asks about which option best describes a workflow in agentic. A quick elimination of partially true options helps confirm it.

Q2. What is the primary purpose of a workflow?

A. A single LLM call. B. A retrieval-only pipeline. C. A static prompt template. D. A defined sequence of steps to accomplish a goal.

Select an answer to check.

Answer: A defined sequence of steps to accomplish a goal.

In this case, A defined sequence of steps to accomplish a goal. is correct. Structures multi-step automation. It aligns directly with what the question asks about what is the primary purpose of a workflow. A quick elimination of partially true options helps confirm it.

Q3. Which statement about a workflow is most accurate?

A. A defined sequence of steps to accomplish a goal. B. A static prompt template. C. A retrieval-only pipeline. D. A single LLM call.

Select an answer to check.

Answer: A defined sequence of steps to accomplish a goal.

The best option here is A defined sequence of steps to accomplish a goal.. Structures multi-step automation. It aligns directly with what the question asks about which statement about a workflow is most accurate. A quick elimination of partially true options helps confirm it.

Q4. How is a workflow best characterized?

A. A single LLM call. B. A static prompt template. C. A defined sequence of steps to accomplish a goal. D. A retrieval-only pipeline.

Select an answer to check.

Answer: A defined sequence of steps to accomplish a goal.

For this question, A defined sequence of steps to accomplish a goal. is correct. Structures multi-step automation. It aligns directly with what the question asks about how is a workflow best characterized. A quick elimination of partially true options helps confirm it.

Q5. Which option best describes workflow engine in agentic AI?

A. A retry library. B. A vector index. C. A tokenizer. D. Software that executes and tracks workflows.

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Answer: Software that executes and tracks workflows.

Software that executes and tracks workflows. is the correct answer here. Examples: Temporal, Airflow. It aligns directly with what the question asks about which option best describes workflow engine in agentic. A quick elimination of partially true options helps confirm it.

Q6. What is the primary purpose of workflow engine?

A. Software that executes and tracks workflows. B. A retry library. C. A tokenizer. D. A vector index.

Select an answer to check.

Answer: Software that executes and tracks workflows.

Here, Software that executes and tracks workflows. is the right choice. Examples: Temporal, Airflow. This matches the core idea being tested around what is the primary purpose of workflow engine. A quick elimination of partially true options helps confirm it.

Q7. Which statement about workflow engine is most accurate?

A. A tokenizer. B. A vector index. C. A retry library. D. Software that executes and tracks workflows.

Select an answer to check.

Answer: Software that executes and tracks workflows.

In this case, Software that executes and tracks workflows. is correct. Examples: Temporal, Airflow. This matches the core idea being tested around which statement about workflow engine is most accurate. A quick elimination of partially true options helps confirm it.

Q8. How is workflow engine best characterized?

A. A vector index. B. A tokenizer. C. Software that executes and tracks workflows. D. A retry library.

Select an answer to check.

Answer: Software that executes and tracks workflows.

The best option here is Software that executes and tracks workflows.. Examples: Temporal, Airflow. This matches the core idea being tested around how is workflow engine best characterized. A quick elimination of partially true options helps confirm it.

Q9. Which option best describes a state machine in agentic AI?

A. Explicit states and transitions for a workflow. B. A random walk. C. A pure RL policy. D. A free-form goto pattern.

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Answer: Explicit states and transitions for a workflow.

For this question, Explicit states and transitions for a workflow. is correct. Predictable and observable. This matches the core idea being tested around which option best describes a state machine in. A quick elimination of partially true options helps confirm it.

Q10. What is the primary purpose of a state machine?

A. A free-form goto pattern. B. Explicit states and transitions for a workflow. C. A pure RL policy. D. A random walk.

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Answer: Explicit states and transitions for a workflow.

Explicit states and transitions for a workflow. is the correct answer here. Predictable and observable. This matches the core idea being tested around what is the primary purpose of a state. A quick elimination of partially true options helps confirm it.

Q11. Which statement about a state machine is most accurate?

A. A free-form goto pattern. B. A pure RL policy. C. A random walk. D. Explicit states and transitions for a workflow.

Select an answer to check.

Answer: Explicit states and transitions for a workflow.

Here, Explicit states and transitions for a workflow. is the right choice. Predictable and observable. That is exactly the concept behind which statement about a state machine is most in this context. A quick elimination of partially true options helps confirm it.

Q12. How is a state machine best characterized?

A. A random walk. B. A pure RL policy. C. Explicit states and transitions for a workflow. D. A free-form goto pattern.

Select an answer to check.

Answer: Explicit states and transitions for a workflow.

In this case, Explicit states and transitions for a workflow. is correct. Predictable and observable. That is exactly the concept behind how is a state machine best characterized in this context. A quick elimination of partially true options helps confirm it.

Q13. Which option best describes DAG in agentic AI?

A. A cyclic graph allowed everywhere. B. Directed acyclic graph of steps with dependencies. C. A flat list with no order. D. A pretraining recipe.

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Answer: Directed acyclic graph of steps with dependencies.

The best option here is Directed acyclic graph of steps with dependencies.. Enables ordering and parallelism. That is exactly the concept behind which option best describes dag in agentic ai in this context. A quick elimination of partially true options helps confirm it.

Q14. What is the primary purpose of DAG?

A. A pretraining recipe. B. A cyclic graph allowed everywhere. C. Directed acyclic graph of steps with dependencies. D. A flat list with no order.

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Answer: Directed acyclic graph of steps with dependencies.

For this question, Directed acyclic graph of steps with dependencies. is correct. Enables ordering and parallelism. That is exactly the concept behind what is the primary purpose of dag in this context. A quick elimination of partially true options helps confirm it.

Q15. Which statement about DAG is most accurate?

A. A cyclic graph allowed everywhere. B. A flat list with no order. C. A pretraining recipe. D. Directed acyclic graph of steps with dependencies.

Select an answer to check.

Answer: Directed acyclic graph of steps with dependencies.

Directed acyclic graph of steps with dependencies. is the correct answer here. Enables ordering and parallelism. That is exactly the concept behind which statement about dag is most accurate in this context. A quick elimination of partially true options helps confirm it.

Q16. How is DAG best characterized?

A. A pretraining recipe. B. Directed acyclic graph of steps with dependencies. C. A cyclic graph allowed everywhere. D. A flat list with no order.

Select an answer to check.

Answer: Directed acyclic graph of steps with dependencies.

Here, Directed acyclic graph of steps with dependencies. is the right choice. Enables ordering and parallelism. It fits the requirement in the prompt about how is dag best characterized. A quick elimination of partially true options helps confirm it.

Q17. Which option best describes task orchestration in agentic AI?

A. Running in a single process always. B. Random scheduling only. C. Coordinating tasks across services and agents. D. No coordination.

Select an answer to check.

Answer: Coordinating tasks across services and agents.

In this case, Coordinating tasks across services and agents. is correct. Reliable distributed execution. It fits the requirement in the prompt about which option best describes task orchestration in agentic. A quick elimination of partially true options helps confirm it.

Q18. What is the primary purpose of task orchestration?

A. Coordinating tasks across services and agents. B. Running in a single process always. C. No coordination. D. Random scheduling only.

Select an answer to check.

Answer: Coordinating tasks across services and agents.

The best option here is Coordinating tasks across services and agents.. Reliable distributed execution. It fits the requirement in the prompt about what is the primary purpose of task orchestration. A quick elimination of partially true options helps confirm it.

Q19. Which statement about task orchestration is most accurate?

A. Coordinating tasks across services and agents. B. Running in a single process always. C. Random scheduling only. D. No coordination.

Select an answer to check.

Answer: Coordinating tasks across services and agents.

For this question, Coordinating tasks across services and agents. is correct. Reliable distributed execution. It fits the requirement in the prompt about which statement about task orchestration is most accurate. A quick elimination of partially true options helps confirm it.

Q20. How is task orchestration best characterized?

A. Random scheduling only. B. No coordination. C. Coordinating tasks across services and agents. D. Running in a single process always.

Select an answer to check.

Answer: Coordinating tasks across services and agents.

Coordinating tasks across services and agents. is the correct answer here. Reliable distributed execution. It fits the requirement in the prompt about how is task orchestration best characterized. A quick elimination of partially true options helps confirm it.

Q21. Which option best describes retries with backoff in agentic AI?

A. Random retries with no policy. B. Infinite immediate retries. C. Re-attempt with delays after failures. D. No retries.

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Answer: Re-attempt with delays after failures.

Here, Re-attempt with delays after failures. is the right choice. Avoids overwhelming downstreams. This is the most accurate statement for which option best describes retries with backoff in. A quick elimination of partially true options helps confirm it.

Q22. What is the primary purpose of retries with backoff?

A. Random retries with no policy. B. Infinite immediate retries. C. No retries. D. Re-attempt with delays after failures.

Select an answer to check.

Answer: Re-attempt with delays after failures.

In this case, Re-attempt with delays after failures. is correct. Avoids overwhelming downstreams. This is the most accurate statement for what is the primary purpose of retries with. A quick elimination of partially true options helps confirm it.

Q23. Which statement about retries with backoff is most accurate?

A. Random retries with no policy. B. Re-attempt with delays after failures. C. No retries. D. Infinite immediate retries.

Select an answer to check.

Answer: Re-attempt with delays after failures.

The best option here is Re-attempt with delays after failures.. Avoids overwhelming downstreams. This is the most accurate statement for which statement about retries with backoff is most. A quick elimination of partially true options helps confirm it.

Q24. How is retries with backoff best characterized?

A. Random retries with no policy. B. Infinite immediate retries. C. No retries. D. Re-attempt with delays after failures.

Select an answer to check.

Answer: Re-attempt with delays after failures.

For this question, Re-attempt with delays after failures. is correct. Avoids overwhelming downstreams. This is the most accurate statement for how is retries with backoff best characterized. A quick elimination of partially true options helps confirm it.

Q25. Which option best describes idempotent steps in agentic AI?

A. Steps with random outputs. B. Steps that double-charge. C. Steps that depend on call order randomly. D. Steps safe to retry without side effects.

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Answer: Steps safe to retry without side effects.

Steps safe to retry without side effects. is the correct answer here. Critical with retries. This is the most accurate statement for which option best describes idempotent steps in agentic. A quick elimination of partially true options helps confirm it.

Q26. What is the primary purpose of idempotent steps?

A. Steps that depend on call order randomly. B. Steps that double-charge. C. Steps safe to retry without side effects. D. Steps with random outputs.

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Answer: Steps safe to retry without side effects.

Here, Steps safe to retry without side effects. is the right choice. Critical with retries. It aligns directly with what the question asks about what is the primary purpose of idempotent steps. The other options are either incomplete or contextually incorrect.

Q27. Which statement about idempotent steps is most accurate?

A. Steps that depend on call order randomly. B. Steps safe to retry without side effects. C. Steps that double-charge. D. Steps with random outputs.

Select an answer to check.

Answer: Steps safe to retry without side effects.

In this case, Steps safe to retry without side effects. is correct. Critical with retries. It aligns directly with what the question asks about which statement about idempotent steps is most accurate. The other options are either incomplete or contextually incorrect.

Q28. How is idempotent steps best characterized?

A. Steps with random outputs. B. Steps that double-charge. C. Steps that depend on call order randomly. D. Steps safe to retry without side effects.

Select an answer to check.

Answer: Steps safe to retry without side effects.

The best option here is Steps safe to retry without side effects.. Critical with retries. It aligns directly with what the question asks about how is idempotent steps best characterized. The other options are either incomplete or contextually incorrect.

Q29. Which option best describes compensation actions in agentic AI?

A. Hard rollback of the entire workflow. B. No rollback. C. Manual ticket only. D. Reverse a previous step on failure (saga pattern).

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Answer: Reverse a previous step on failure (saga pattern).

For this question, Reverse a previous step on failure (saga pattern). is correct. Maintains business invariants. It aligns directly with what the question asks about which option best describes compensation actions in agentic. The other options are either incomplete or contextually incorrect.

Q30. What is the primary purpose of compensation actions?

A. Manual ticket only. B. Reverse a previous step on failure (saga pattern). C. No rollback. D. Hard rollback of the entire workflow.

Select an answer to check.

Answer: Reverse a previous step on failure (saga pattern).

Reverse a previous step on failure (saga pattern). is the correct answer here. Maintains business invariants. It aligns directly with what the question asks about what is the primary purpose of compensation actions. The other options are either incomplete or contextually incorrect.

Q31. Which statement about compensation actions is most accurate?

A. Reverse a previous step on failure (saga pattern). B. No rollback. C. Hard rollback of the entire workflow. D. Manual ticket only.

Select an answer to check.

Answer: Reverse a previous step on failure (saga pattern).

Here, Reverse a previous step on failure (saga pattern). is the right choice. Maintains business invariants. This matches the core idea being tested around which statement about compensation actions is most accurate. The other options are either incomplete or contextually incorrect.

Q32. How is compensation actions best characterized?

A. No rollback. B. Hard rollback of the entire workflow. C. Manual ticket only. D. Reverse a previous step on failure (saga pattern).

Select an answer to check.

Answer: Reverse a previous step on failure (saga pattern).

In this case, Reverse a previous step on failure (saga pattern). is correct. Maintains business invariants. This matches the core idea being tested around how is compensation actions best characterized. The other options are either incomplete or contextually incorrect.

Q33. Which option best describes saga pattern in agentic AI?

A. Two-phase commit only. B. Single-step transactions. C. No rollback. D. Long-running flows with compensation per step.

Select an answer to check.

Answer: Long-running flows with compensation per step.

The best option here is Long-running flows with compensation per step.. Suits distributed/long-running flows. This matches the core idea being tested around which option best describes saga pattern in agentic. The other options are either incomplete or contextually incorrect.

Q34. What is the primary purpose of saga pattern?

A. Two-phase commit only. B. No rollback. C. Long-running flows with compensation per step. D. Single-step transactions.

Select an answer to check.

Answer: Long-running flows with compensation per step.

For this question, Long-running flows with compensation per step. is correct. Suits distributed/long-running flows. This matches the core idea being tested around what is the primary purpose of saga pattern. The other options are either incomplete or contextually incorrect.

Q35. Which statement about saga pattern is most accurate?

A. No rollback. B. Long-running flows with compensation per step. C. Two-phase commit only. D. Single-step transactions.

Select an answer to check.

Answer: Long-running flows with compensation per step.

Long-running flows with compensation per step. is the correct answer here. Suits distributed/long-running flows. This matches the core idea being tested around which statement about saga pattern is most accurate. The other options are either incomplete or contextually incorrect.

Q36. How is saga pattern best characterized?

A. Long-running flows with compensation per step. B. Two-phase commit only. C. Single-step transactions. D. No rollback.

Select an answer to check.

Answer: Long-running flows with compensation per step.

Here, Long-running flows with compensation per step. is the right choice. Suits distributed/long-running flows. That is exactly the concept behind how is saga pattern best characterized in this context. The other options are either incomplete or contextually incorrect.

Q37. Which option best describes durable execution in agentic AI?

A. Flows replayed from scratch always. B. No persistence. C. Engine guarantees the flow resumes after crashes. D. Flows lost on any crash.

Select an answer to check.

Answer: Engine guarantees the flow resumes after crashes.

In this case, Engine guarantees the flow resumes after crashes. is correct. Enables long-running automations. That is exactly the concept behind which option best describes durable execution in agentic in this context. The other options are either incomplete or contextually incorrect.

Q38. What is the primary purpose of durable execution?

A. Flows replayed from scratch always. B. Engine guarantees the flow resumes after crashes. C. Flows lost on any crash. D. No persistence.

Select an answer to check.

Answer: Engine guarantees the flow resumes after crashes.

The best option here is Engine guarantees the flow resumes after crashes.. Enables long-running automations. That is exactly the concept behind what is the primary purpose of durable execution in this context. The other options are either incomplete or contextually incorrect.

Q39. Which statement about durable execution is most accurate?

A. No persistence. B. Flows replayed from scratch always. C. Engine guarantees the flow resumes after crashes. D. Flows lost on any crash.

Select an answer to check.

Answer: Engine guarantees the flow resumes after crashes.

For this question, Engine guarantees the flow resumes after crashes. is correct. Enables long-running automations. That is exactly the concept behind which statement about durable execution is most accurate in this context. The other options are either incomplete or contextually incorrect.

Q40. How is durable execution best characterized?

A. Flows lost on any crash. B. Flows replayed from scratch always. C. No persistence. D. Engine guarantees the flow resumes after crashes.

Select an answer to check.

Answer: Engine guarantees the flow resumes after crashes.

Engine guarantees the flow resumes after crashes. is the correct answer here. Enables long-running automations. That is exactly the concept behind how is durable execution best characterized in this context. The other options are either incomplete or contextually incorrect.

Q41. Which option best describes scheduled triggers in agentic AI?

A. No triggers. B. Time-based starts of workflows. C. User clicks only. D. Random triggers.

Select an answer to check.

Answer: Time-based starts of workflows.

Here, Time-based starts of workflows. is the right choice. Common automation. It fits the requirement in the prompt about which option best describes scheduled triggers in agentic. The other options are either incomplete or contextually incorrect.

Q42. What is the primary purpose of scheduled triggers?

A. Random triggers. B. No triggers. C. Time-based starts of workflows. D. User clicks only.

Select an answer to check.

Answer: Time-based starts of workflows.

In this case, Time-based starts of workflows. is correct. Common automation. It fits the requirement in the prompt about what is the primary purpose of scheduled triggers. The other options are either incomplete or contextually incorrect.

Q43. Which statement about scheduled triggers is most accurate?

A. Random triggers. B. Time-based starts of workflows. C. No triggers. D. User clicks only.

Select an answer to check.

Answer: Time-based starts of workflows.

The best option here is Time-based starts of workflows.. Common automation. It fits the requirement in the prompt about which statement about scheduled triggers is most accurate. The other options are either incomplete or contextually incorrect.

Q44. How is scheduled triggers best characterized?

A. Random triggers. B. User clicks only. C. No triggers. D. Time-based starts of workflows.

Select an answer to check.

Answer: Time-based starts of workflows.

For this question, Time-based starts of workflows. is correct. Common automation. It fits the requirement in the prompt about how is scheduled triggers best characterized. The other options are either incomplete or contextually incorrect.

Q45. Which option best describes event-driven triggers in agentic AI?

A. Manual-only. B. Workflows started by external events. C. Polling-only. D. Cron-only.

Select an answer to check.

Answer: Workflows started by external events.

Workflows started by external events. is the correct answer here. Reactive systems. It fits the requirement in the prompt about which option best describes event-driven triggers in agentic. The other options are either incomplete or contextually incorrect.

Q46. What is the primary purpose of event-driven triggers?

A. Workflows started by external events. B. Polling-only. C. Cron-only. D. Manual-only.

Select an answer to check.

Answer: Workflows started by external events.

Here, Workflows started by external events. is the right choice. Reactive systems. This is the most accurate statement for what is the primary purpose of event-driven triggers. The other options are either incomplete or contextually incorrect.

Q47. Which statement about event-driven triggers is most accurate?

A. Polling-only. B. Workflows started by external events. C. Cron-only. D. Manual-only.

Select an answer to check.

Answer: Workflows started by external events.

In this case, Workflows started by external events. is correct. Reactive systems. This is the most accurate statement for which statement about event-driven triggers is most accurate. The other options are either incomplete or contextually incorrect.

Q48. How is event-driven triggers best characterized?

A. Manual-only. B. Workflows started by external events. C. Polling-only. D. Cron-only.

Select an answer to check.

Answer: Workflows started by external events.

The best option here is Workflows started by external events.. Reactive systems. This is the most accurate statement for how is event-driven triggers best characterized. The other options are either incomplete or contextually incorrect.

Q49. Which option best describes human tasks in agentic AI?

A. Logging-only steps. B. Always-auto steps. C. Steps that pause for human input. D. Hidden steps.

Select an answer to check.

Answer: Steps that pause for human input.

For this question, Steps that pause for human input. is correct. Integrates HITL into workflows. This is the most accurate statement for which option best describes human tasks in agentic. The other options are either incomplete or contextually incorrect.

Q50. What is the primary purpose of human tasks?

A. Hidden steps. B. Steps that pause for human input. C. Always-auto steps. D. Logging-only steps.

Select an answer to check.

Answer: Steps that pause for human input.

Steps that pause for human input. is the correct answer here. Integrates HITL into workflows. This is the most accurate statement for what is the primary purpose of human tasks. The other options are either incomplete or contextually incorrect.