All 59 questions
How would you design a CI/CD pipeline that takes code from commit to production?
Asked in 19 of 231 interviews · last asked Oct 23 · Design · Mid-level
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I would run checks and tests on each commit, then build and store a versioned application package. I would deploy that same package to staging and run integration and smoke tests. After those pass, I would release it to production, with approval if required. I would monitor the release and roll back if health checks fail.
- Keep build, automated testing, and deployment as separate stages; stop when a required check fails.
- Promote the same package across environments; keep environment settings and secrets separate.
- Use automatic production releases for continuous deployment; continuous delivery can require approval.
- Release gradually to limit risk, and plan rollback and compatible database changes.
What the interviewer checks: The interviewer checks whether you can connect pipeline stages into a safe, repeatable path from commit to production.
Common mistake (in 4 of 9 reviewed answers): Many answers forget that building, automated testing, and deployment are separate stages that must connect into one complete pipeline.
Other ways it was asked
- “How would you design a CI/CD pipeline?”
- “How would you design and implement CI/CD pipelines for automated software delivery?”
- “How do you build CI/CD pipelines for software?”
How would you promote the same build artifact from non-production to production without rebuilding it?
Asked in 2 of 231 interviews · last asked Aug 19 · Tooling · Mid-level
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I would build once and store the artifact in a registry or artifact repository. The pipeline would deploy that exact artifact to each environment, using an immutable version or digest. After tests and any required approvals pass, it would promote the same artifact to production. Environment-specific settings and secrets would be supplied at deployment time.
- Use a digest or immutable version, not a mutable tag like latest.
- Keep environment settings and secrets outside the artifact.
- Require successful tests and any required approvals before production deployment.
- Record the deployed artifact version so rollback can use a previous artifact.
What the interviewer checks: The interviewer is checking whether you can deploy exactly what was tested while controlling configuration and release safety.
Other ways it was asked
- “How can the same build artifact be promoted automatically through successive environments without rebuilding it at each stage?”
- “How would you promote an artifact from a non-production environment to production?”
For a .NET application, what key components would you include in a CI/CD setup, and how would you build the pipeline?
Asked once · last asked Feb 9 · Design · Mid-level
How do you manage the Git workflow for a new feature from development through the different environments to production?
Asked once · last asked Feb 10 · Scenario · Senior
How do you manage deployments for the corresponding branches and environments, and what kinds of pipelines are you familiar with?
Asked once · last asked Feb 17 · Scenario · Mid-level
How would you lead deployment work and set up a preproduction environment?
Asked once · last asked Mar 5 · Scenario
What challenges can arise when a 20-person team develops and releases microservices using AWS Lambda, DynamoDB for operational data, and Redshift for analytics?
Asked once · last asked Mar 18 · Design · Senior
How would you design a developers’ workflow with at least development and production environments, and how would you explain to developers how to use it?
Asked once · last asked Mar 20 · Design · Senior
How would you separate development and production environments in a deployment workflow?
Asked once · last asked Mar 20 · Design · Mid-level
How would you prevent developers' feature deployments from overwriting each other in a shared development environment?
Asked once · last asked Mar 20 · Scenario · Mid-level
Other ways it was asked
- “What problems could arise if five developers deployed their feature branches to the same development environment?”
- “How would you let multiple developers test their features in a shared development environment without overwriting one another’s work?”
How would you handle environment-specific configurations when deploying with Vercel or Render?
Asked once · last asked Apr 9 · Tooling · Mid-level
How would you set up a CI/CD pipeline for UAT?
Asked once · last asked Apr 18 · Design · Mid-level
How do you move objects from lower environments to production?
Asked once · last asked Nov 10 · Tooling · Mid-level
How would you build an end-to-end CI/CD pipeline, including its stages, approval flow, and rollback process?
Asked once · last asked May 21 · Behavioral · Senior
Other ways it was asked
- “Walk me through a CI/CD pipeline you built end to end, including its stages, approval flow, and rollback process.”
How would you use continuous integration and delivery to support the development of microservices?
Asked once · last asked May 22 · Scenario · Senior
How would you decide how many environments a team needs and organize the movement of changes through them during frequent releases?
Asked once · last asked May 28 · Behavioral · Mid-level
Other ways it was asked
- “How many environments did your team use, and how did changes move through them during frequent releases?”
How do you choose a software release cadence, and when are nightly builds useful?
Asked once · last asked Jun 4 · Scenario · Mid-level
How do you use CI/CD pipelines for Power Platform solutions?
Asked once · last asked Jun 9 · Tooling · Mid-level
How would you design a CI/CD pipeline for a Dockerized application or microservices?
Asked once · last asked Jun 11 · Design · Senior
How would you build CI/CD pipelines for an early-stage startup?
Asked once · last asked Jun 23 · Scenario · Mid-level
How would you set up development, staging, and production environments in a company, and how would you manage people's access to them?
Asked once · last asked Jul 8 · Scenario · Mid-level
What are the key advantages and challenges of using a monorepo for managing both the front end and back end?
Asked once · last asked Jul 20 · Design · Mid-level
How would you design a system and take it from requirements through deployment?
Asked once · last asked Jul 24 · Design · Mid-level
How would you implement a CI/CD workflow for a software migration?
Asked once · last asked Jul 31 · Scenario · Senior
How would you test a Docker image in development, stage it for integration testing, and promote the same image to production when environments have different dependencies and credentials?
Asked once · last asked Aug 4 · Scenario · Senior
How would you set up a pipeline so that a broken test in one microservice doesn't block the deployment of unrelated services in a monorepo?
Asked once · last asked Aug 4 · Design · Senior
Which parts of a deployment platform might you design or implement, such as pipeline definitions, artifact versioning, environment promotion, or smoke-check tooling?
Asked once · last asked Aug 10 · Design · Senior
How would you prevent a single shared React bundle from becoming a release bottleneck?
Asked once · last asked Aug 11 · Design · Senior
How do you promote code from one environment to another in a CI/CD pipeline?
Asked once · last asked Aug 12 · Scenario · Mid-level
How would you structure Jenkins pipelines for a monorepo compared with separate service repositories?
Asked once · last asked Aug 19 · Design · Senior
How would you build CI/CD pipelines for AI models in a complex, safety-critical environment?
Asked once · last asked Aug 26 · Design · Senior
How would you approach automating deployment for single-tenant environments on Azure, with separate app instances and databases per customer?
Asked once · last asked Sep 1 · Design · Senior
What should a good build pipeline contain?
Asked once · last asked Sep 4 · Concept · Mid-level
Imagine you need to introduce a breaking change to the repository. How would you release that breaking change?
Asked once · last asked Sep 7 · Scenario · Senior
How do you apply metadata-driven approaches to CI/CD?
Asked once · last asked Sep 16 · Tooling · Senior
What else should you consider in a CI/CD pipeline besides building and pushing the image?
Asked once · last asked Sep 17 · Design · Senior
Multiple teams release changes into the same Salesforce org and deployments frequently conflict. How would you design ownership boundaries, environment strategy, and release governance so teams can deliver independently?
Asked once · last asked Sep 18 · Design · Senior
How would you adapt a delivery process to keep latency and reliability metrics stable while shipping changes?
Asked once · last asked Sep 21 · Scenario · Senior
When an API contract changes, how do you coordinate deployment and maintain backward compatibility?
Asked once · last asked Sep 21 · Scenario · Senior
Other ways it was asked
- “When an API contract changes, how do you coordinate deployment and reduce risks for older clients?”
How would you design a system that quickly generates and provisions artifacts, including its CI/CD and deployment flow?
Asked once · last asked Sep 29 · Design · Senior
How does a vibe coding tool provision changes behind the scenes, and how can it validate that the generated site works?
Asked once · last asked Sep 29 · Design · Senior
How would you deploy and operate an application end to end, including the build and image registry, Argo CD synchronization, rollout strategy, and promotion across development, staging, and production?
Asked once · last asked Oct 1 · Tooling · Senior
When dividing work and automating it through a pipeline, what factors matter most?
Asked once · last asked Oct 12 · Scenario · Mid-level
How do you handle CI/CD for an iOS application?
Asked once · last asked Oct 12 · Tooling · Senior
How would you standardize the CI experience across development teams?
Asked once · last asked Oct 14 · Design · Senior
What advanced CI/CD and automation practices do you use for frontend development?
Asked once · last asked Oct 19 · Tooling · Senior
What are the non-negotiable components of a frontend CI/CD pipeline?
Asked once · last asked Oct 19 · Tooling · Mid-level
When you design a deployment pipeline for a service, what essential stages and quality gates do you include before promoting to production?
Asked once · last asked Oct 20 · Design · Mid-level
How do you manage solution deployment pipelines in Dynamics 365?
Asked once · last asked Oct 20 · Tooling · Mid-level
How would you implement CI/CD pipelines using Azure DevOps and GitHub Actions to optimize processes across multiple teams?
Asked once · last asked Oct 23 · Tooling · Senior
Other ways it was asked
- “Can you talk through your hands-on experience implementing CI/CD pipelines using Azure DevOps and GitHub Actions, and how you've used them to optimize processes across multiple teams?”
Would it be acceptable for one developer’s deployment to override another’s if they deployed on the same day?
Asked once · last asked Mar 20 · Scenario · Mid-level
If only one environment is available, how could you simplify the deployment workflow?
Asked once · last asked Mar 20 · Scenario · Mid-level
How would you design and set up a software delivery pipeline?
Asked once · last asked May 26 · Scenario · Mid-level
Can you describe your CI/CD process?
Asked once · last asked Jun 17 · Tooling · Mid-level
How does a backend feature move from development through delivery to becoming available to users?
Asked once · last asked Aug 20 · Concept · Mid-level
What practices help ensure that a backend feature is delivered smoothly and works seamlessly for users?
Asked once · last asked Aug 20 · Scenario · Mid-level
Where should deployment manifests be stored and managed?
Asked once · last asked Sep 21 · Tooling · Mid-level
How would you deploy application code through a CI/CD pipeline?
Asked once · last asked Sep 21 · Scenario · Mid-level
How would you approach distributing work and automating it through a pipeline?
Asked once · last asked Oct 12 · Scenario · Mid-level
More CI/CD interview questions
- All CI/CD interview questions
- Deployment Strategies, Kubernetes and GitOps Interview Questions
- CI/CD Security and Release Governance Interview Questions
How this list is made
Every question here was asked by a real interviewer in a real job interview that a candidate ran MeetAssist in. After the call, the interviewer's questions are pulled from the transcript. Practice sessions, tests, exams and anything that was not a job interview are dropped.
Questions are rewritten so they make sense on their own: names of people, employers and clients are removed, and speech-to-text mistakes are fixed. Small talk, logistics and questions about one candidate's own résumé are left out. Rephrasings of the same question are merged, and the count is the number of different interviews it came up in.
The interviews come from candidates who use MeetAssist, so they lean towards software, data and AI roles: the shares describe these interviews, not every CI/CD interview. Answers to the most asked questions are written and checked by an editor; a "common mistake" is shown only when reviews of real answers in these interviews show it, with the count.
231 interviews, 150 candidates, Nov 2025 to Oct 2026. Updated every month with new interviews.
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