GitHub Actions is a feature of GitHub that lets you create automated workflows for your software projects—right inside your GitHub repository.
You can build CI/CD pipelines (Continuous Integration / Continuous Deployment), such as:
🛠️ Build your app on every push or pull request
🚀 Automatically deploy (e.g. to a server, cloud platform, or DockerHub)
📦 Create releases (e.g. zip packages or version tags)
🔄 Run scheduled tasks (cronjobs)
GitHub Actions uses workflows, defined in a YAML file inside your repository:
Typically stored as .github/workflows/ci.yml
You define events (like push
, pull_request
) and jobs (like build
, test
)
Each job consists of steps, which are shell commands or prebuilt actions
name: CI
on: [push]
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-node@v3
with:
node-version: '20'
- run: npm install
- run: npm test
An Action is a single reusable step in a workflow. You can use:
Prebuilt actions (e.g. actions/checkout
, setup-node
, upload-artifact
)
Custom actions (e.g. shell scripts or Docker-based logic)
You can explore reusable actions in the GitHub Marketplace.
Saves time by automating repetitive tasks
Improves code quality through automated testing
Enables consistent, repeatable deployments
Integrated directly in GitHub—no need for external CI tools like Jenkins or Travis CI
TortoiseGit is a graphical user interface (GUI) for Git, specifically designed for Windows. It is an extension for Windows Explorer, allowing users to manage Git repositories directly via the context menu.
✅ Windows Explorer Integration → No separate tool needed; everything is accessible via the right-click menu
✅ User-Friendly → Ideal for those unfamiliar with the Git command line
✅ Visual Support → Changes, diffs, logs, and branches are displayed graphically
✅ Push, Pull, Commit & Merge → Perform standard Git operations via the interface
✅ Support for Multiple Repositories → Manage multiple projects simultaneously
TortoiseGit requires a Git installation (e.g., Git for Windows) to function.
➡ Download & More Info: https://tortoisegit.org/
SonarQube is an open-source tool for continuous code analysis and quality assurance. It helps developers and teams evaluate code quality, identify vulnerabilities, and promote best practices in software development.
Code Quality Assessment:
Detecting Security Vulnerabilities:
Technical Debt Evaluation:
Multi-Language Support:
Reports and Dashboards:
SonarQube is available in a free Community Edition and commercial editions with advanced features (e.g., for larger teams or specialized security analysis).
Churn PHP is a tool that helps identify potentially risky or high-maintenance pieces of code in a PHP codebase. It does this by analyzing how often classes or functions are modified (churn rate) and how complex they are (cyclomatic complexity). The main goal is to find parts of the code that change frequently and are difficult to maintain, indicating that they might benefit from refactoring or closer attention.
In essence, Churn PHP helps developers manage technical debt by flagging problematic areas that could potentially cause issues in the future. It integrates well with Git repositories and can be run as part of a CI/CD pipeline.
Renovate is an open-source tool that automates the process of updating dependencies in software projects. It continuously monitors your project’s dependencies, including npm, Maven, Docker, and many others, and creates pull requests to update outdated packages, ensuring that your project stays up-to-date and secure.
Key features include:
Renovate helps to reduce technical debt by keeping dependencies current and minimizes the risk of security vulnerabilities in third-party code. It’s popular among developers using platforms like GitHub, GitLab, and Bitbucket.
Helm is an open-source package manager for Kubernetes, a container orchestration platform. With Helm, applications, services, and configurations can be defined, managed, and installed as Charts. A Helm Chart is essentially a collection of YAML files that describe all the resources and dependencies of an application in Kubernetes.
Helm simplifies the process of deploying and managing complex Kubernetes applications. Instead of manually creating and configuring all Kubernetes resources, you can use a Helm Chart to automate and make the process repeatable. Helm offers features like version control, rollbacks (reverting to previous versions of an application), and an easy way to update or uninstall applications.
Here are some key concepts:
In essence, Helm greatly simplifies the management and deployment of Kubernetes applications.
A monorepo (short for "monolithic repository") is a single version control repository (such as Git) that stores the code for multiple projects or services. In contrast to a "multirepo," where each project or service is maintained in its own repository, a monorepo contains all projects in one unified repository.
Shared Codebase: All projects share the same codebase, making collaboration across teams easier. Changes that affect multiple projects can be made and tested simultaneously.
Simplified Code Synchronization: Since all projects use the same version history, it's easier to keep shared libraries or dependencies consistent.
Code Reusability: Reusable modules or libraries can be shared more easily between projects within a monorepo.
Unified Version Control: There's centralized version control, so changes in one project can immediately impact other projects.
Scalability: Large companies like Google and Facebook use monorepos to manage thousands of projects and developers within a single repository.
Build Complexity: The build process can become more complex as it needs to account for dependencies between many different projects.
Performance Issues: With very large repositories, version control systems like Git can slow down as they struggle with the size of the repo.
A monorepo is especially useful when various projects are closely intertwined and there are frequent overlaps or dependencies.
GitHub Copilot is an AI-powered code assistant developed by GitHub in collaboration with OpenAI. It uses machine learning to assist developers by generating code suggestions in real-time directly within their development environment. Copilot is designed to boost productivity by automatically suggesting code snippets, functions, and even entire algorithms based on the context and input provided by the developer.
GitHub Copilot is built on a machine learning model called Codex, developed by OpenAI. Codex is trained on billions of lines of publicly available code, allowing it to understand and apply various programming concepts. Copilot’s suggestions are based on comments, function names, and the context of the file the developer is currently working on.
GitHub Copilot is available as a paid service, with a free trial period and discounted options for students and open-source developers.
GitHub Copilot has the potential to significantly change how developers work, but it should be seen as an assistant rather than a replacement for careful coding practices and understanding.
Source code (also referred to as code or source text) is the human-readable set of instructions written by programmers to define the functionality and behavior of a program. It consists of a sequence of commands and statements written in a specific programming language, such as Java, Python, C++, JavaScript, and many others.
Human-readable: Source code is designed to be readable and understandable by humans. It is often structured with comments and well-organized commands to make the logic easier to follow.
Programming Languages: Source code is written in different programming languages, each with its own syntax and rules. Every language is suited for specific purposes and applications.
Machine-independent: Source code in its raw form is not directly executable. It must be translated into machine-readable code (machine code) so that the computer can understand and execute it. This translation is done by a compiler or an interpreter.
Editing and Maintenance: Developers can modify, extend, and improve source code to add new features or fix bugs. The source code is the foundation for all further development and maintenance activities of a software project.
A simple example in Python to show what source code looks like:
# A simple Python source code that prints "Hello, World!"
print("Hello, World!")
This code consists of a single command (print
) that outputs the text "Hello, World!" on the screen. Although it is just one line, the interpreter (in this case, the Python interpreter) must read, understand, and translate the source code into machine code so that the computer can execute the instruction.
Source code is the core of any software development. It defines the logic, behavior, and functionality of software. Some key aspects of source code are:
Source code is the fundamental, human-readable text that makes up software programs. It is written by developers to define a program's functionality and must be translated into machine code by a compiler or interpreter before a computer can execute it.
CaptainHook is a PHP-based Git hook manager that helps developers automate tasks related to Git repositories. It allows you to easily configure and manage Git hooks, which are scripts that run automatically at certain points during the Git workflow (e.g., before committing or pushing code). This is particularly useful for enforcing coding standards, running tests, validating commit messages, or preventing bad code from being committed.
CaptainHook can be integrated into projects via Composer, and it offers flexibility for customizing hooks and plugins, making it easy to enforce project-specific rules. It supports multiple PHP versions, with the latest requiring PHP 8.0.