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Microsoft GH-300 Exam - Topic 5 Question 5 Discussion

What are the potential risks associated with relying heavily on code generated from GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)
A) GitHub Copilot may introduce security vulnerabilities by suggesting code with known exploits. and C) GitHub Copilot's suggestions may not always reflect best practices or the latest coding standards.
B) GitHub Copilot may decrease developer velocity by requiring too much time in prompt engineering.
D) GitHub Copilot may increase development lead time by providing irrelevant suggestions.

Microsoft GH-300 Exam - Topic 5 Question 5 Discussion

Actual exam question for Microsoft's GH-300 exam
Question #: 5
Topic #: 5
[All GH-300 Questions]

What are the potential risks associated with relying heavily on code generated from GitHub Copilot? (Each correct answer presents part of the solution. Choose two.)

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Suggested Answer: A, C

Heavy reliance on GitHub Copilot can introduce security vulnerabilities if the generated code contains known exploits. Additionally, Copilot's suggestions may not always align with best practices or the latest standards, requiring careful review and validation.


by Dallas at Aug 17, 2025, 10:36 PM

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Kirby
9 months ago
D seems unlikely, but I guess it could happen?
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Cordell
9 months ago
C is spot on, I've seen some weird suggestions.
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Pete
10 months ago
I didn't realize Copilot could introduce security issues, wow!
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Larae
10 months ago
I think B is a bit exaggerated, it saves time overall.
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Phillip
10 months ago
A could definitely be a problem.
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Mireya
10 months ago
I wonder if the irrelevant suggestions could actually increase lead time. I think I saw a practice question about that too.
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Rebecka
11 months ago
I feel like I read that Copilot's suggestions might not always align with best practices. That could definitely lead to issues down the line.
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Carmela
11 months ago
I'm not entirely sure, but I think there was something about how relying too much on Copilot could slow down development because of the need to refine prompts.
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Elmira
11 months ago
I remember discussing how Copilot could introduce security vulnerabilities, especially if it suggests outdated code. That seems like a real risk.
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Alyce
11 months ago
I've got this! The main risks are that Copilot-generated code could have security holes and may not follow best practices. I'll make sure to double-check any code it provides before using it in my solution.
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Noel
11 months ago
Okay, let's see. I know Copilot can be super helpful, but we have to be careful about potential issues like decreased developer velocity and irrelevant suggestions. I'll need to weigh those risks carefully.
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Louann
11 months ago
Hmm, this is a tricky one. I'll need to really think through the potential downsides of Copilot. Security vulnerabilities and coding standards are definitely important factors to consider.
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Serina
12 months ago
This question is asking about the potential risks of relying too heavily on GitHub Copilot. I think the key is to focus on the security and quality issues that could arise from using AI-generated code without proper review.
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Penney
1 year ago
I think the potential risk is A) GitHub Copilot may introduce security vulnerabilities.
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Bobbye
1 year ago
A and C for sure. I've seen Copilot suggest some sketchy code before, and its suggestions don't always align with industry best practices.
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