Interview Q&A

Semantic Versioning (SemVer) follows the format:

MAJOR.MINOR.PATCH

Example: v2.3.1

It’s based on changes — breaking changes bump MAJOR, new features bump

MINOR, and bug fixes bump PATCH.

utomation tools:

• semantic-release (Node.js)
• GitVersion (for .NET)
• release-please (Google’s tool for GitHub Actions)

Example using semantic-release:

npm install semantic-release @semantic-release/git

@semantic-release/github -D

Create a .releaserc.json:

{

"branches": ["main"],

"plugins": [

"@semantic-release/commit-analyzer",

"@semantic-release/release-notes-generator",

"@semantic-release/changelog",

"@semantic-release/github",

"@semantic-release/git"

}

What it does:

• Reads commit messages (feat:, fix:, breaking:)
• Calculates next version automatically
• Creates a Git tag (e.g., v1.2.0)
• Updates CHANGELOG.md
• Publishes release notes to GitHub

Example output:

chore(release): 1.3.0

• feat: add dark mode toggle
• fix: resolve login error

Clean and optimize the repository: git gc --aggressive

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.

git add . git merge --continue # or git rebase --continue

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.

Answer: Example: You checked out an old commit for debugging: git checkout a1b2c3d Then made edits and committed — but forgot to make a new branch. Create one before switching back, or you’ll lose that work.

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.

Answer: Create a branch to restore it: git checkout -b recovery-branch <commit-hash>

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.

If you deleted a branch accidentally but haven’t run garbage collection yet, it can be

recovered using the commit log.

Steps:

Find the last commit of that branch:

git reflog

Example output:

bc1234 refs/heads/feature/login: commit: Add login validation

Answer: <<<<<<< HEAD Your changes ======= Incoming changes >>>>>>> main

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.

Large binary files (like images, videos, or data models) bloat Git repositories since Git

stores every version.

To handle them efficiently, I use Git LFS (Large File Storage).

Setup:

git lfs install

git lfs track "*.psd"

git add .gitattributes

git commit -m "Track Photoshop files with Git LFS"

Explanation:

Git LFS replaces large files with lightweight text pointers inside Git, while the actual binary

files are stored on a separate LFS server.

Example:

If a game project has large texture files, Git LFS prevents the repo from becoming gigabytes

in size, improving clone and fetch performance.

If a commit has been pushed to a shared branch, the safest way is to revert it — not

remove it.

git revert <commit-hash>

This creates a new commit that undoes the changes from the old one, without rewriting

history.

Example:

If you pushed a buggy commit that broke the login page, git revert creates a new

commit that removes those buggy changes while keeping the history intact.

⚠ Avoid git reset on shared branches because it rewrites history — it can

mess up others’ work.

Answer: You deleted feature/payment after merging, but QA needs it again — you can restore it from git reflog.

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.

You can create and switch to a new branch using:

git checkout -b feature/login-page

This creates a branch named feature/login-page and switches you to it immediately.

lternatively, you can do it in two steps:

git branch feature/login-page

git checkout feature/login-page

Real-world example:

If your team assigns you to build a login page, you can create a branch

feature/login-page to isolate your changes from the main code.

Answer: A system where every developer has a full copy of the repository, including its entire history, allowing for offline work and decentralized collaboration.

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.

Answer: Signed commits ensure authenticity — they’re cryptographically verified with a GPG or SSH key, proving the commit really came from you and wasn’t tampered with. Setup: Generate a GPG key: gpg --full-generate-key

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.

Both commands integrate changes from one branch into another, but they work differently:

• git merge combines the histories of two branches, creating a new “merge commit.”
• git rebase rewrites history by placing your branch’s commits on top of another

branch, making it look like you developed your changes sequentially.

Real-world analogy:

• Merge: Like combining two storylines into one — you keep both histories.
• Rebase: Like rewriting your story so it appears you followed the main storyline all

long.

Example:

If your feature branch has diverged from main, merging will keep both timelines, while

rebasing will make it look like your branch was based on the latest main version all along.

rea, Repository)

• Working Directory: This is where you make changes to the files. It's your local

workspace where you're actively editing code.

• Staging Area (Index): This is like a holding area where you prepare files before

committing them to the repository. You can choose which changes to add here.

• Repository: This is where Git stores the project’s history (commits). It's the

permanent record of your project's evolution.

Real-World Example:

When you're editing code, it starts in the working directory. After editing, you "stage" your

changes (using git add), which moves them to the staging area. Once you're ready to

save your changes permanently, you commit them to the repository using git commit.

next commit), Local Repository (committed files).

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.

Answer: Mask secrets automatically using: run: echo "Deploying..." &amp;&amp; echo "${{ secrets.AWS_SECRET_KEY }}" GitHub automatically redacts these values from logs.

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.

You’ll see a green “Verified” badge on signed commits.

Why it matters:

• Verifies authorship for open-source contributions.
• Helps in regulated environments (e.g., fintech, healthcare).
• Prevents supply chain attacks via spoofed commits.

Real-world example:

In a security-conscious org, all commits to the main branch are required to be

GPG-signed — GitHub enforces this with branch protection rules.

Answer: Signed commits ensure authenticity — they’re cryptographically verified with a GPG or SSH key, proving the commit really came from you and wasn’t tampered with. Setup: Generate a GPG key: gpg --full-generate-key

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.

git remote add origin git push --all origin git push --tags origin

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.

Prune and repack: git gc --prune=now --aggressive

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.

Answer: A force push can rewrite history and make commits disappear from the remote branch — but they’re often recoverable. Steps: Run git reflog locally to view all commit references: git reflog show origin/main

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.

git filter-repo (preferred) git filter-repo --path path/to/file --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.

git add . git commit git push

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.

A Git submodule is a repository inside another repository — useful for including shared

components or libraries.

Example:

You have multiple microservices that share a common authentication library. Instead of

duplicating it, you include it as a submodule:

git submodule add

libs/auth

Pros: Keeps shared code centralized.

Cons: Requires careful syncing; new contributors must initialize submodules using:

git submodule update --init --recursive