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SA
Saheli Sheikh
Asked on 02-09-2026

How to measure developer happiness in pipelines

I have been tasked with optimizing our pipeline, but I want to focus on developer happiness rather than just build speed. What are the key metrics I should be tracking? I am thinking of tracking:Faile...
DevOps
379 views
2 votes
EM
Emily Spencer
Asked on 02-09-2026

10 questions for auditing our delivery pipeline

I am auditing our current continuous delivery process and I want to ask the right questions to uncover hidden technical debt. What are the top 10 questions I should be asking the engineering managers?...
DevOps
314 views
4 votes
ME
Megan Berry
Asked on 02-09-2026

Our CI CD pipeline is painfully slow

Our build times have crept up to over 25 minutes, and it is killing our developer velocity. We are using Jenkins with a massive monolith repository. What are the best strategies to optimize this? I ha...
DevOps
360 views
7 votes
IS
Ishana Thampy
Asked on 02-09-2026

Dealing with flaky tests in the CI pipeline

Our CI pipeline fails at least once a day due to 'flaky tests' that pass when re-run. This is destroying trust in our automation. How do you handle this? Do you implement an automatic retry mechanism,...
DevOps
313 views
8 votes
SA
Sarita Mathew
Asked on 02-09-2026

Need a CI CD pipeline roadmap

I am starting from scratch to build a pipeline for a startup. It feels like there are too many tools to choose from. Could someone share a realistic roadmap for evolving from basic continuous integrat...
DevOps
305 views
0 votes
MA
Mason Gonzalez
Asked on 02-09-2026

CI CD vs DevOps confusion

I am a junior dev and I keep seeing these terms used interchangeably, but my lead developer says they are completely different things. I understand that CI/CD is a set of practices for automation, but...
DevOps
380 views
15 votes
GR
Gregory Castillo
Asked on 02-09-2026

Should we move away from Jenkins?

Jenkins is becoming a massive maintenance headache for us. Plugins are constantly breaking, and the UI feels like it is from 2005. For those who have migrated away from Jenkins, was it worth the effor...
DevOps
428 views
8 votes
KA
Katherine Nelson
Asked on 02-09-2026

Struggling to define the 7 Cs of DevOps in our org

My team is trying to adopt a more formal DevOps culture, and we keep hearing about the 7 Cs. I understand Continuous Integration and Continuous Delivery, but the rest feel a bit ambiguous when we try ...
DevOps
390 views
15 votes
AJ
Ajith Naik
Asked on 31-08-2026

Scrum 3 5 3 rule for managers

My manager keeps asking me for a Gantt chart. I keep telling them about the 3-5-3 rule in Agile, but they don't get it. How do I translate Scrum terminology into language that project-focused managers...
Agile and Scrum
396 views
9 votes
AN
Andy Carroll
Asked on 31-08-2026

Is the CSPO enough for a Senior PO role?

I have five years of experience as a business analyst and I am about to get my CSPO. Can I apply for Senior Product Owner roles? Will the certification compensate for the lack of explicit PO experienc...
Agile and Scrum
433 views
4 votes

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