This 350-401 practice question tests your understanding of automation. The scenario asks you to isolate a root cause — eliminate options that address a different problem before choosing. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
A network engineer uses Netmiko to connect to multiple Cisco IOS XE devices and execute commands. The script runs correctly for most devices but fails for one device with the error: 'ValueError: SSH session not active'. The device is reachable and SSH credentials are correct. What is the most likely cause?
Clue words in this question
Noticing these words before you look at the options changes how you read each choice.
Clue: "most likely"
Why it matters: Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
The device's SSH server is not fully initialized
The error 'ValueError: SSH session not active' indicates that Netmiko attempted to establish an SSH connection but the session was not fully active. The most likely cause is that the device's SSH server is not fully initialized, which can happen if the device is still booting or the SSH process has not completed startup. This is distinct from reachability or credential issues, as the device responds to pings but the SSH daemon is not ready to accept connections.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
✗
The connection timeout is set too low
Why it's wrong here
Timeout would produce a timeout error, not 'SSH session not active'.
✗
The device has reached the maximum number of SSH sessions
Why it's wrong here
That would give a connection refused error.
✓
The device's SSH server is not fully initialized
Why this is correct
The device may still be booting or SSH service is not started.
Clue confirmation
The clue word "most likely" in the question point toward this answer.
Related concept
Read the scenario before looking for a memorised answer.
✗
The device requires an enable password but none was provided
Why it's wrong here
Enable password is for privileged mode, not SSH session establishment.
Common exam traps
Common exam trap: answer the scenario, not the keyword
The trap here is that candidates often confuse network reachability or credential validity with SSH session state, assuming that if the device is pingable and credentials are correct, the SSH session must work, but Cisco tests the understanding that SSH session initialization is a separate process that can fail even when the device is reachable.
Detailed technical explanation
How to think about this question
Netmiko uses Paramiko under the hood to manage SSH connections. The 'SSH session not active' error occurs when the SSH transport layer is established but the session channel (e.g., for exec or shell) fails to open, often because the device's SSH daemon is still initializing or has not completed key exchange. In Cisco IOS XE, the SSH server depends on the crypto engine and key generation, which may not be ready immediately after reload or if the device is under heavy load. This is a common issue in lab environments where devices are power-cycled frequently.
KKey Concepts to Remember
Read the scenario before looking for a memorised answer.
Find the constraint that changes the correct option.
Eliminate answers that are true in general but not in this case.
TExam Day Tips
→Watch for words such as best, first, most likely and least administrative effort.
→Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A practitioner preparing for the 350-401 exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
Got this wrong? Here's your next step.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Automation — This question tests Automation — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: The device's SSH server is not fully initialized — The error 'ValueError: SSH session not active' indicates that Netmiko attempted to establish an SSH connection but the session was not fully active. The most likely cause is that the device's SSH server is not fully initialized, which can happen if the device is still booting or the SSH process has not completed startup. This is distinct from reachability or credential issues, as the device responds to pings but the SSH daemon is not ready to accept connections.
What should I do if I get this 350-401 question wrong?
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Are there clue words in this question I should notice?
Yes — watch for: "most likely". Probability qualifier — the question wants the most probable cause or outcome, not a guaranteed one. Eliminate low-probability options.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
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Question Discussion
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