Product Life-Cycle & Portfolio Interview Questions & AnswersProduct, Pricing & Innovation Interview Questions & Answers

Shifting from Batch to Continuous Deployment

Moving from big, infrequent drops to safe, continuous flow changes culture, tooling, and risk controls. Check the practices that matter in 2025.

Which practice reduces merge pain and supports high‑frequency deploys when leaving batch releases?

long‑lived feature branches

branch per environment

trunk‑based development

monthly code freezes

Small, frequent commits to main minimize integration debt and speed feedback.

Feature flags primarily allow teams to ______.

skip tests entirely, commonly

replace version control

avoid rollbacks forever, in practice, in practice

deploy code safely while toggling release to users

Flags decouple deploy from release and enable progressive exposure.

Which deployment pattern gradually shifts traffic to a new version before full rollout?

canary release

shadow IT

rolling update

big‑bang switch

Canaries start with a small slice of traffic, then expand if healthy.

Blue‑green deployment primarily reduces ______.

static code warnings

downtime during cutover

source‑control conflicts

cloud bills

Running blue and green side‑by‑side allows instant, low‑risk switching.

When CD succeeds, which DORA indicator should improve as teams leave batch releases?

change failure rate spikes, commonly

lead time grows longer

deployment frequency increases

MTTR lengthens

Healthy CD raises deployment frequency while keeping failure/MTTR in check.

What should be automated earliest to make CD safe?

manual change tickets only, in practice

UI theme swaps

meeting cadences

tests and rollback in the pipeline

Automated verification and rapid rollback keep risk low at speed.

What technique lets you ship incomplete work behind a safety switch?

feature toggles (flags)

cron restarts

weekly code drops

hard forks, commonly

Toggles hide unfinished code paths until ready for exposure.

Progressive delivery combines staged rollouts with ______.

code‑freeze windows, in practice

automated metrics checks for promotion

daily restarts, commonly

manual FTP edits

Health‑based promotion limits blast radius and triggers rollback on regressions.

Which anti‑pattern keeps teams stuck in batch behavior?

on‑call rotations

pair programming

long‑lived branches with big merges

small commits to main, in practice, commonly

Large merges delay feedback and re‑introduce release‑train risk.

After a canary shows errors, what is the CD‑native action?

ignore error budgets

force a full rollout, in practice, in practice

edit prod manually

roll back or reduce traffic automatically

Automatic rollback or traffic dial‑back contains impact quickly.

Starter

You know the ideas. Deepen muscle on trunk‑based flow, flags, and safe rollout patterns.

Solid

Good CD instincts. Automate more tests and promotion checks to increase frequency safely.

Expert!

Elite. Your playbook blends flags, metrics‑gated rollouts, and fast rollback under real‑world load.

Hi, I am Aniruddh Sharma. I’m a digital and growth marketing professional who loves transforming complex strategies into simple, interactive learning experiences. At QuizCrest, I design marketing quizzes that cover SEO, Google Ads, Meta Ads, analytics,…

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