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Google Cloud - Apigee Certified API Engineer Exam - Topic 4 Question 10 Discussion

Actual exam question for Google's Google Cloud - Apigee Certified API Engineer exam
Question #: 10
Topic #: 4
[All Google Cloud - Apigee Certified API Engineer Questions]

Your project has just started, and you are observing that bugs are being caught in QA on features that were previously working You want to provide a self-governing mechanism for the team to identify regression bugs What should you do?

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Suggested Answer: A

by Gayla at Jul 30, 2025, 08:22 PM

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Kristofer
2 months ago
Behavior Driven Development tools could help clarify requirements, but not sure if it's enough.
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Carmelina
2 months ago
Wait, are we really relying on developers to run tests? That seems risky.
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Tonette
3 months ago
Static code analysis tools can help, but they won't catch everything.
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Beula
3 months ago
I think asking developers to run unit tests is a good idea too!
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Louvenia
3 months ago
Automated integration testing sounds like the best way to catch those bugs early.
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Lura
4 months ago
Static code analysis tools sound useful, but I don't recall them being specifically for regression issues. I feel like they might miss some bugs that integration tests would catch.
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Elouise
4 months ago
I think Behavior Driven Development tools could help with understanding requirements better, but I'm not convinced they directly address regression bugs.
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Yolando
4 months ago
I'm not entirely sure, but I feel like asking developers to run unit tests before check-ins might help too. It seems like a good practice, but is it enough?
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Gertude
4 months ago
I remember we talked about automated testing being crucial for catching regressions early. I think implementing automated integration testing could be the way to go.
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King
4 months ago
Asking developers to run unit tests before check-in is a good idea, but I'm not sure if that alone would be enough to address the regression bug problem. We'd need something more comprehensive.
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Annmarie
5 months ago
Behavior Driven Development tools could be a good way to define clear acceptance criteria and catch issues before they make it to QA. I'll have to think more about how that would work in this scenario.
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Aide
5 months ago
Hmm, I'm leaning towards option C - implementing automated integration testing on check-in. That could help catch regressions early in the development process.
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Darrin
5 months ago
This seems like a tricky one. I'm not sure if static code analysis tools would be the best approach here, since the issue is with regression bugs that are being caught in QA.
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Billy
5 months ago
A could be useful too, but I think C is the most comprehensive solution to address the problem.
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Casandra
5 months ago
I prefer implementing automated integration testing on check in.
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Laurel
6 months ago
Haha, I bet the developer who wrote that code is sweating right now. Gotta love those regression bugs!
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Tasia
6 months ago
Hmm, D sounds like a good option. Developers running unit tests before check-in can be a great way to catch issues early on.
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Ruthann
6 months ago
B for me. Behavior Driven Development tools can really help the team stay on the same page and ensure we're testing the right things.
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Eugene
2 months ago
D is important too. Unit tests before check-in can save a lot of headaches later.
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Cassie
2 months ago
I like B as well. BDD keeps everyone aligned on requirements.
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Noah
3 months ago
A is solid too. Static code analysis can help prevent bugs before they happen.
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Leanna
3 months ago
I think C is the best option. Automated integration testing can catch issues early.
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Lavonna
7 months ago
I agree with Della, static code analysis tools can help catch bugs early.
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Della
7 months ago
I think we should use static code analysis tools.
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Dean
7 months ago
I think C is the way to go. Automated integration testing on check-in will help catch those pesky regression bugs before they even make it to QA.
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Felicitas
6 months ago
B) Use Behavior Driven Development tools.
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Arlen
7 months ago
A) Use static code analysis tools.
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