Interview Q&A

Master technical and career interviews with structured answers—short definition, real examples, pitfalls, and how to answer in 60–90 seconds.

4616 total questions 4516 technical 100 career & HR 4346 from PDF library

Showing 76–100 of 162

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Mid PDF
Initialize a repo?

git init - creates a new Git repository in the current directory. What interviewers expect A clear definition tied to Version Control in Git & GitHub projects Trade-offs (performance, maintainability, security, cost)…

Version Control Read answer
Mid PDF
How do you move commits from one branch to another?

Answer: If you accidentally committed to the wrong branch, you can move those commits cleanly. Steps: Switch to the correct branch: git checkout correct-branch What interviewers expect A clear definition tied to Version…

Version Control Read answer
Mid PDF
What are hooks in Git? Can you give examples?

Git hooks are scripts that run automatically when specific Git events occur (like committing or pushing). They live inside .git/hooks/. Common examples: pre-commit: Run linting or unit tests before a commit # .git/hooks/…

Version Control Read answer
Mid PDF
What are GitHub Actions and how do they help in CI/CD?

GitHub Actions is GitHub’s built-in Continuous Integration/Continuous Deployment (CI/CD) platform. It lets you automate tasks — like running tests, building code, or deploying apps — every time code is pushed or a PR is…

Version Control Read answer
Mid PDF
How do you apply stashed changes?

To bring back your stashed work: git stash apply # reapplies the most recent stash git stash pop # reapplies AND deletes the stash git stash list # shows all stashes git stash show -p # shows what changes are in a stash…

Version Control Read answer
Mid PDF
How do you resolve merge conflicts in Git?

Answer: Merge conflicts occur when two branches modify the same part of a file differently. To resolve: Run the merge command: git merge feature/contact-form What interviewers expect A clear definition tied to Version Co…

Version Control Read answer
Mid PDF
How do you create a new Git repository?

To create a new Git repository, navigate to your project directory and use the command: git init This initializes an empty Git repository in that directory. Now you can start tracking changes in your project. Real-World…

Version Control Read answer
Mid PDF
How do you clean up old branches automatically?

Old branches can clutter your repo. You can clean them locally and remotely. Commands: To delete merged branches locally: git branch --merged main | grep -v "main" | xargs git branch -d To prune deleted remote branches:…

Version Control Read answer
Mid PDF
Warn your team and tell them to re-clone the repo (to avoid old secrets locally).?

Answer: Example: You pushed .env with a production API key. Even after deletion, it’s still in the Git history — so you must clean and rotate keys right away. What interviewers expect A clear definition tied to Version C…

Version Control Read answer
Mid PDF
How would you roll back a production release using Git?

There are several safe rollback methods: Option 1 — Revert to a previous tag (recommended): git revert <commit-hash> git push origin main This creates a new commit that undoes the bad release. Option 2 — Deploy a s…

Version Control Read answer
Mid PDF
How can you enforce code review policies on GitHub?

You can enforce reviews and branch protection rules in repository settings under Settings → Branches → Branch protection rules. You can require: Pull requests before merging At least one approval Passing CI checks (e.g.,…

Version Control Read answer
Mid PDF
How can you view the difference between two commits?

Use git diff with two commit hashes: git diff <commit1> <commit2> This shows line-by-line changes between the two commits. Example: If you want to compare how your project changed between version 1.0 and vers…

Version Control Read answer
Mid PDF
How do you delete a branch locally and remotely?

Locally: git branch -d feature/old-branch (-D for force delete if it’s not merged) Remotely: git push origin --delete feature/old-branch Real-world example: fter merging your feature branch into main, you can safely dele…

Version Control Read answer
Mid PDF
How do you clone an existing repository?

To clone an existing repository, you use the git clone command followed by the URL of the remote repository: git clone This command creates a copy of the repository on your local machine, including all its files nd histo…

Version Control Read answer
Mid PDF
Explain the difference between git add and git commit.

git add: This command stages changes, telling Git which modifications you want to include in the next commit. It doesn't save the changes to the repository yet, just prepares them. git commit: This actually saves the cha…

Version Control Read answer
Mid PDF
Switch branch? git checkout <branch-name> or git switch

&amp;lt;branch-name&amp;gt; - moves your HEAD pointer to another branch. What interviewers expect A clear definition tied to Version Control in Git &amp; GitHub projects Trade-offs (performance, maintainability, security…

Version Control Read answer
Mid PDF
How do you reduce repository size in GitHub?

Answer: To slim down a bloated repository: Remove large unnecessary files: git filter-repo --path path/to/largefile --invert-paths What interviewers expect A clear definition tied to Version Control in Git &amp; GitHub p…

Version Control Read answer
Mid PDF
How do you handle versioning and tagging in CI/CD pipelines?

In CI/CD, I automate version tagging to keep releases consistent and traceable. Example pipeline step (GitHub Actions): name: Tag release run: | VERSION=$(node -p "require('./package.json').version") git tag -a "v$VERSIO…

Version Control Read answer
Mid PDF
Switch branch?

Answer: git checkout &amp;lt;branch-name&amp;gt; or git switch &amp;lt;branch-name&amp;gt; - moves your HEAD pointer to another branch. What interviewers expect A clear definition tied to Version Control in Git &amp; Git…

Version Control Read answer
Mid PDF
Explain how you’d migrate from SVN or Mercurial to Git.

Answer: Migrating involves preserving history, branches, and tags. Steps (SVN example): Install Git SVN: git svn clone -trunk=trunk -branches=branches --tags=tags What interviewers expect A clear definition tied to Versi…

Version Control Read answer
Mid PDF
How do you handle protected branches?

A protected branch (like main) restricts direct commits or merges unless specific rules are met. You can configure: Require pull request reviews Require status checks (tests) to pass Restrict who can push Prevent force p…

Version Control Read answer
Mid PDF
Explain how Git handles conflicts during merges or rebases.

Answer: When two branches modify the same part of a file, Git can’t automatically decide which version to keep — this creates a conflict. Git will: What interviewers expect A clear definition tied to Version Control in G…

Version Control Read answer
Mid PDF
When would you use git cherry-pick?

git cherry-pick lets you apply a specific commit from one branch to another, without merging the entire branch. Example: Imagine you fixed a typo in the develop branch but need that same fix in main immediately. Instead…

Version Control Read answer
Mid PDF
How do you manage multiple contributors working on the same codebase?

Key practices I Branch-per-feature model – Each developer works on isolated branches. Pull Requests (PRs) for merging into main. Code reviews + CI tests required before merging. Protected branches prevent direct commits.…

Version Control Read answer
Mid PDF
How do you handle protected branches? Follow:

A protected branch (like main) restricts direct commits or merges unless specific rules are met. You can configure: Require pull request reviews Require status checks (tests) to pass Restrict who can push Prevent force p…

Version Control Read answer

Git & GitHub Developer Essentials · Version Control

git init - creates a new Git repository in the current directory.

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

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Git & GitHub Developer Essentials · Version Control

Answer: If you accidentally committed to the wrong branch, you can move those commits cleanly. Steps: Switch to the correct branch: git checkout correct-branch

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

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Git & GitHub Developer Essentials · Version Control

Git hooks are scripts that run automatically when specific Git events occur (like committing

or pushing).

They live inside .git/hooks/.

Common examples:

pre-commit: Run linting or unit tests before a commit

# .git/hooks/pre-commit

npm run lint || exit 1

  • pre-push: Prevent pushes to main
if [ "$(git rev-parse --abbrev-ref HEAD)" == "main" ]; then

echo "You can't push directly to main!"

exit 1

fi

  • Example:

In a team, we set a pre-commit hook to check code formatting with ESLint before any

commit — ensuring consistency across all contributors.

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Git & GitHub Developer Essentials · Version Control

GitHub Actions is GitHub’s built-in Continuous Integration/Continuous Deployment

(CI/CD) platform.

It lets you automate tasks — like running tests, building code, or deploying apps — every

time code is pushed or a PR is opened.

Example:

You can create a workflow file .github/workflows/test.yml:

name: Run Tests

on: [push, pull_request]

jobs:

test:

runs-on: ubuntu-latest

steps:

  • uses: actions/checkout@v4
  • name: Install dependencies

run: npm install

  • name: Run tests

run: npm test

Whenever code is pushed, GitHub automatically runs your tests — ensuring quality before

merging.

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Git & GitHub Developer Essentials · Version Control

To bring back your stashed work:

git stash apply # reapplies the most recent stash

git stash pop # reapplies AND deletes the stash

git stash list # shows all stashes

git stash show -p # shows what changes are in a stash

Real-world example:

fter resolving the production issue, you return to your feature branch and restore your

previous changes with git stash pop.

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Git & GitHub Developer Essentials · Version Control

Answer: Merge conflicts occur when two branches modify the same part of a file differently. To resolve: Run the merge command: git merge feature/contact-form

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

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Git & GitHub Developer Essentials · Version Control

To create a new Git repository, navigate to your project directory and use the command:

git init

This initializes an empty Git repository in that directory. Now you can start tracking changes

in your project.

Real-World Example:

Imagine you're starting a new website project on your computer. You open your terminal, go

to your project folder, and type git init. This sets up the Git repository, and you can start

tracking your changes immediately.

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Git & GitHub Developer Essentials · Version Control

Old branches can clutter your repo. You can clean them locally and remotely.

Commands:

To delete merged branches locally:

git branch --merged main | grep -v "main" | xargs git branch -d

  • To prune deleted remote branches:

git fetch --prune

  • Example:

fter several months, your repo has 50 old feature branches. You can prune them

utomatically in CI or periodically with these commands.

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Git & GitHub Developer Essentials · Version Control

Answer: Example: You pushed .env with a production API key. Even after deletion, it’s still in the Git history — so you must clean and rotate keys right away.

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

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Git & GitHub Developer Essentials · Version Control

There are several safe rollback methods:

Option 1 — Revert to a previous tag (recommended):

git revert <commit-hash>

git push origin main

This creates a new commit that undoes the bad release.

Option 2 — Deploy a stable tag:

git checkout v1.2.3

git push origin main --force

Example:

If version v2.0 introduced a bug in the payment flow, I revert to v1.9.1 (the last stable tag)

nd redeploy while investigating the issue.

In CI/CD pipelines:

We often have a ROLLBACK_TAG variable that can deploy a known safe version

utomatically.

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Git & GitHub Developer Essentials · Version Control

You can enforce reviews and branch protection rules in repository settings under

Settings → Branches → Branch protection rules.

You can require:

  • Pull requests before merging
  • At least one approval
  • Passing CI checks (e.g., GitHub Actions)
  • No direct pushes to main

Example:

Your team sets a rule that all PRs must be reviewed by at least one other developer and

must pass automated tests before merging.

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Git & GitHub Developer Essentials · Version Control

Use git diff with two commit hashes:

git diff <commit1> <commit2>

This shows line-by-line changes between the two commits.

Example:

If you want to compare how your project changed between version 1.0 and version 1.1:

git diff v1.0 v1.1

You’ll see added, removed, and modified lines across files.

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Git & GitHub Developer Essentials · Version Control

Locally:

git branch -d feature/old-branch

  • (-D for force delete if it’s not merged)

Remotely:

git push origin --delete feature/old-branch

  • Real-world example:

fter merging your feature branch into main, you can safely delete it to keep your repository

clean.

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Git & GitHub Developer Essentials · Version Control

To clone an existing repository, you use the git clone command followed by the URL of

the remote repository:

git clone

This command creates a copy of the repository on your local machine, including all its files

nd history.

Real-World Example:

If you're joining an open-source project on GitHub, you can clone the repository to your

machine by running the git clone command. This gives you access to the full codebase

to start contributing.

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Git & GitHub Developer Essentials · Version Control

  • git add: This command stages changes, telling Git which modifications you want to

include in the next commit. It doesn't save the changes to the repository yet, just

prepares them.

  • git commit: This actually saves the changes to the repository, creating a new entry

in your project’s history.

Real-World Example:

You’ve edited a few files in your project. First, you use git add . to stage all changes,

nd then you use git commit -m "Fixed bug in homepage" to save those changes

to the repository.

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Git & GitHub Developer Essentials · Version Control

&lt;branch-name&gt; - moves your HEAD pointer to another branch.

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

Git & GitHub Developer Essentials · Version Control

Answer: To slim down a bloated repository: Remove large unnecessary files: git filter-repo --path path/to/largefile --invert-paths

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

Git & GitHub Developer Essentials · Version Control

In CI/CD, I automate version tagging to keep releases consistent and traceable.

Example pipeline step (GitHub Actions):

  • name: Tag release

run: |

VERSION=$(node -p "require('./package.json').version")

git tag -a "v$VERSION" -m "Release version $VERSION"

git push origin "v$VERSION"

Versioning style:

I use Semantic Versioning (SemVer) → MAJOR.MINOR.PATCH

Example: v2.1.4

  • Major = breaking changes
  • Minor = new features
  • Patch = bug fixes

This helps CI/CD pipelines automatically trigger deployments for new versions.

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Git & GitHub Developer Essentials · Version Control

Answer: git checkout &lt;branch-name&gt; or git switch &lt;branch-name&gt; - moves your HEAD pointer to another branch.

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

Git & GitHub Developer Essentials · Version Control

Answer: Migrating involves preserving history, branches, and tags. Steps (SVN example): Install Git SVN: git svn clone -trunk=trunk -branches=branches --tags=tags

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

Git & GitHub Developer Essentials · Version Control

A protected branch (like main) restricts direct commits or merges unless specific rules are

met.

You can configure:

  • Require pull request reviews
  • Require status checks (tests) to pass
  • Restrict who can push
  • Prevent force pushes or deletions

Example:

You protect the main branch to ensure developers can only merge code through PRs that

have passed CI checks and received approval — preventing accidental overwrites.

Permalink & share

Git & GitHub Developer Essentials · Version Control

Answer: When two branches modify the same part of a file, Git can’t automatically decide which version to keep — this creates a conflict. Git will:

What interviewers expect

  • A clear definition tied to Version Control in Git & GitHub projects
  • Trade-offs (performance, maintainability, security, cost)
  • When you would and would not use it in production

Real-world example

In a production Git & GitHub application, teams apply this when handling user-facing features or integration boundaries. For example, you might use it during a sprint where reliability and observability matter—logging metrics, validating edge cases, and documenting the decision in an ADR so future developers understand why the approach was chosen.

How to explain in the interview

  1. Define the concept in one or two sentences.
  2. Context — where it fits in Git & GitHub architecture.
  3. Example — a specific project, bug, or performance win.
  4. Trade-off — what you gain vs what you sacrifice.

Tip: Practice aloud on Toolliyo mock interview or the Interview Q&A section before your real interview.

Permalink & share

Git & GitHub Developer Essentials · Version Control

git cherry-pick lets you apply a specific commit from one branch to another, without

merging the entire branch.

Example:

Imagine you fixed a typo in the develop branch but need that same fix in main

immediately. Instead of merging all of develop, you can just cherry-pick that commit:

git cherry-pick 1a2b3c4

Real-world use case:

Useful when you want to apply a hotfix or small bug fix without merging unrelated feature

work.

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Git & GitHub Developer Essentials · Version Control

Key practices I

  • Branch-per-feature model – Each developer works on isolated branches.
  • Pull Requests (PRs) for merging into main.
  • Code reviews + CI tests required before merging.
  • Protected branches prevent direct commits.
  • Communication – Sync via Slack, GitHub Discussions, or standups to avoid

conflicts.

Example:

t a fintech startup, 8 engineers worked on a single monorepo. We used short-lived

branches and daily merges, with GitHub Actions running automatic tests for every PR — this

reduced integration headaches.

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Git & GitHub Developer Essentials · Version Control

A protected branch (like main) restricts direct commits or merges unless specific rules are

met.

You can configure:

  • Require pull request reviews
  • Require status checks (tests) to pass
  • Restrict who can push
  • Prevent force pushes or deletions

Example:

You protect the main branch to ensure developers can only merge code through PRs that

have passed CI checks and received approval — preventing accidental overwrites.

Permalink & share
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