diff --git a/Frontend/react/code-splitting.md b/Frontend/react/code-splitting.md
index bf8fc829..5143c038 100644
--- a/Frontend/react/code-splitting.md
+++ b/Frontend/react/code-splitting.md
@@ -69,7 +69,7 @@ function App() {
 }
 ```
 
-**Explanation:**
+Explanation:
 
 - `React.lazy` dynamically imports each component.
 - `Suspense` shows a fallback (loading spinner) while the component loads.
@@ -102,7 +102,7 @@ function App() {
 }
 ```
 
-**Explanation:**
+Explanation:
 
 - The `UserProfile` component only loads when showProfile is true.
 - `Suspense` ensures that a fallback UI (loading spinner) is displayed while `UserProfile` is being loaded.
@@ -133,7 +133,7 @@ function DateFormatter({ date }) {
 }
 ```
 
-**Explanation:**
+Explanation:
 
 - The date-fns library only loads when DateFormatter is rendered.
 - This avoids including the entire library in the initial bundle, saving on bundle size.
@@ -167,7 +167,7 @@ function App() {
 }
 ```
 
-**Explanation:**
+Explanation:
 
 - `react-loadable` provides a loading component that displays based on certain conditions, such as past delay time or error occurrence.
 - This allows you to handle cases where loading might take a long time or fail altogether, providing a better user experience.
@@ -219,9 +219,9 @@ module.exports = {
 }
 ```
 
-**Explanation**:
+Explanation:
 
-- SplitChunksPlugin creates a vendors chunk with common dependencies, reducing redundancy and improving caching.
+- `SplitChunksPlugin` creates a vendors chunk with common dependencies, reducing redundancy and improving caching.
 
 **Use Case:**
 
@@ -239,9 +239,9 @@ function ImageComponent() {
 }
 ```
 
-**Explanation:**
+Explanation:
 
-- The loading="lazy" attribute ensures the image loads only when it’s about to enter the viewport.
+- The `loading="lazy"` attribute ensures the image loads only when it’s about to enter the viewport.
 
 **Benefits:**
 
diff --git a/Frontend/react/component-composition-patterns.md b/Frontend/react/component-composition-patterns.md
index 59b89d6e..3dde16d3 100644
--- a/Frontend/react/component-composition-patterns.md
+++ b/Frontend/react/component-composition-patterns.md
@@ -57,7 +57,7 @@ function DataFetcher({ render }) {
 }
 
 // Usage:
-;<DataFetcher render={(data) => <DisplayData data={data} />} />
+<DataFetcher render={(data) => <DisplayData data={data} />} />
 ```
 
 **When to Use Render Props**:
diff --git a/Frontend/react/design-system-integration.md b/Frontend/react/design-system-integration.md
index 08ff0980..6416cffd 100644
--- a/Frontend/react/design-system-integration.md
+++ b/Frontend/react/design-system-integration.md
@@ -139,19 +139,22 @@ This approach allows the Button component to be reusable, enabling different col
 
 ### 4. Establish and Use a Component Library Framework (Storybook)
 
-**Storybook** is a popular tool for creating isolated component libraries, documenting components, and allowing team members to interact with components outside of the application environment.
+[Storybook](https://storybook.js.org/) is a popular tool for creating isolated component libraries, documenting components, and allowing team members to interact with components outside of the application environment.
 
-1. **Set up Storybook**: Install Storybook in your React project.
+**Set up Storybook**
+
+Install Storybook in your React project.
 
 ```sh
 npx sb init
 ```
 
-2. **Write Stories for Components**: Each component should have its own story, describing its appearance with various props and states.
+**Write Stories for Components**
 
-**Example: Button.stories.js**
+Each component should have its own story, describing its appearance with various props and states.
 
 ```jsx
+// Example: Button.stories.js
 import React from 'react'
 import { Button } from './Button'
 
@@ -178,9 +181,8 @@ Design systems must prioritize accessibility to create inclusive applications. F
 
 - **Aria Roles and Attributes**: Use ARIA attributes for interactive components like buttons, modals, and dialogs to improve screen reader support.
 
-**Example: Accessible Button with ARIA**
-
 ```jsx
+// Example: Accessible Button with ARIA
 const Button = ({ label, onClick, ariaLabel, variant = 'primary' }) => (
   <button onClick={onClick} style={{ backgroundColor: tokens.colors[variant] }} aria-label={ariaLabel}>
     {label}
@@ -190,9 +192,8 @@ const Button = ({ label, onClick, ariaLabel, variant = 'primary' }) => (
 
 - **Keyboard Navigation**: Ensure that all components can be navigated via keyboard. Focus management is crucial, especially for modal dialogs or dynamic components like carousels.
 
-**Example: Focus Management in a Modal**
-
 ```jsx
+// Example: Focus Management in a Modal
 import { useEffect, useRef } from 'react'
 
 const Modal = ({ isOpen, onClose, children }) => {
@@ -226,7 +227,7 @@ To support **themes** (e.g., dark and light modes), use **context providers** to
 
 **Example: Theming with Context**
 
-**1. Create Theme Context:**
+1. Create Theme Context:
 
 ```jsx
 import React, { createContext, useContext, useState } from 'react'
@@ -247,7 +248,7 @@ export const ThemeProvider = ({ children }) => {
 export const useTheme = () => useContext(ThemeContext)
 ```
 
-**2. Consume Theme Context in Components:**
+2. Consume Theme Context in Components:
 
 ```jsx
 const ThemedButton = ({ label }) => {
@@ -265,7 +266,7 @@ const ThemedButton = ({ label }) => {
 }
 ```
 
-**3. Switch Themes in App:**
+3. Switch Themes in App:
 
 ```jsx
 function App() {
diff --git a/Frontend/react/hook-architecture.md b/Frontend/react/hook-architecture.md
index 9ea00368..d38a5c0c 100644
--- a/Frontend/react/hook-architecture.md
+++ b/Frontend/react/hook-architecture.md
@@ -14,15 +14,12 @@ Hooks architecture in React refers to the systematic approach of using hooks to
 
 ### Key Concepts in Hooks Architecture
 
-1.  **Separation of Concerns with Custom Hooks**
-2.  **Encapsulating Side Effects**
-3.  **Dependency Management in Hooks**
-4.  **Combining Multiple Custom Hooks**
-5.  **Best Practices for Custom Hooks**
+- Separation of Concerns with Custom Hooks
+- Encapsulating Side Effects
+- Dependency Management in Hooks
+- Combining Multiple Custom Hooks
 
----
-
-### 1. Separation of Concerns with Custom Hooks
+### Separation of Concerns with Custom Hooks
 
 By creating custom hooks, we can isolate specific pieces of logic or state, making components simpler and easier to test. Custom hooks follow the same naming conventions and usage patterns as built-in hooks but encapsulate domain-specific or app-specific logic.
 
@@ -49,7 +46,7 @@ function useFetch(url) {
 }
 ```
 
-**Usage**:
+Usage:
 
 ```js
 function UserProfile({ userId }) {
@@ -67,7 +64,7 @@ function UserProfile({ userId }) {
 - **Reusability**: The `useFetch` hook can be used in any component needing data from an API.
 - **Isolation of Concerns**: Data fetching logic is isolated, keeping components focused on UI and presentation.
 
-### 2. Encapsulating Side Effects
+### Encapsulating Side Effects
 
 Side effects (like fetching data, managing subscriptions, or setting timeouts) often clutter component code. By moving these side effects into custom hooks, we can encapsulate the logic and improve component readability.
 
@@ -83,7 +80,7 @@ function useDocumentTitle(title) {
 }
 ```
 
-**Usage**:
+Usage:
 
 ```js
 function HomePage() {
@@ -97,7 +94,7 @@ function HomePage() {
 - **Isolation of Side Effects**: The document title logic is separate from the component's main UI, simplifying the component.
 - **Reusability**: `useDocumentTitle` can be reused across pages or components that need to set the document title.
 
-### 3. Dependency Management in Hooks
+### Dependency Management in Hooks
 
 Custom hooks require careful handling of dependencies to avoid bugs, stale data, or unintended behaviors. `useEffect`, `useMemo`, and `useCallback` hooks depend on stable dependencies to function predictably.
 
@@ -118,7 +115,7 @@ function useExpensiveCalculation(data) {
 }
 ```
 
-**Usage**:
+Usage:
 
 ```js
 function Stats({ numbers }) {
@@ -134,7 +131,7 @@ function Stats({ numbers }) {
 
 > In the future, this step will be handled automatically by [React Compiler](https://react.dev/learn/react-compiler#what-does-the-compiler-do)
 
-### 4. Combining Multiple Custom Hooks
+### Combining Multiple Custom Hooks
 
 For more complex scenarios, multiple custom hooks can be combined, keeping components modular and avoiding deeply nested hooks. You can chain hooks to build up increasingly complex functionality without cluttering a single hook.
 
@@ -185,11 +182,11 @@ function Dashboard({ userId }) {
 - **Modularity**: Each hook handles a specific concern (auth or fetching data), so they're independently reusable and testable.
 - **Encapsulation**: The component doesn't need to understand the logic inside each hook, only the returned data and functions.
 
-### 5. Best Practices for Custom Hooks
+### Best Practices for Custom Hooks
 
-1.  **Use Clear Naming Conventions**: Name hooks descriptively, starting with `use`, such as `useAuth`, `useFetchData`, or `useToggle`. This helps with readability and code consistency.
+**Use Clear Naming Conventions**: Name hooks descriptively, starting with `use`, such as `useAuth`, `useFetchData`, or `useToggle`. This helps with readability and code consistency.
 
-2.  **Return Only Necessary Data and Functions**: Custom hooks should return only the data and functions the component actually needs. This minimizes the hook's API surface and reduces complexity.
+**Return Only Necessary Data and Functions**: Custom hooks should return only the data and functions the component actually needs. This minimizes the hook's API surface and reduces complexity.
 
 ```js
 // Better: return only what's needed
@@ -200,7 +197,7 @@ function useToggle(initialState = false) {
 }
 ```
 
-1.  **Handle Edge Cases and Errors Gracefully**: Build error handling directly into hooks, where applicable. This keeps components from dealing with low-level error handling, focusing only on displaying relevant information to the user.
+**Handle Edge Cases and Errors Gracefully**: Build error handling directly into hooks, where applicable. This keeps components from dealing with low-level error handling, focusing only on displaying relevant information to the user.
 
 ```js
 function useFetch(url) {
@@ -218,9 +215,7 @@ function useFetch(url) {
 }
 ```
 
-1.  **Encapsulate Complex State Logic**: If you find yourself managing complex state logic (e.g., multiple variables, resetting state), consider using `useReducer` within the hook.
-
-**Example: Managing Form State with `useReducer`**
+**Encapsulate Complex State Logic**: If you find yourself managing complex state logic (e.g., multiple variables, resetting state), consider using `useReducer` within the hook.
 
 ```jsx
 import { useReducer } from 'react'
@@ -246,7 +241,7 @@ function useForm(initialState) {
 }
 ```
 
-1.  **Testing Custom Hooks**: Test custom hooks in isolation to ensure they behave as expected under various scenarios. Tools like **React Testing Library's `renderHook`** make it easy to test hooks directly.
+**Testing Custom Hooks**: Test custom hooks in isolation to ensure they behave as expected under various scenarios. Tools like **React Testing Library's `renderHook`** make it easy to test hooks directly.
 
 ```js
 import { renderHook, act } from '@testing-library/react-hooks'
@@ -285,7 +280,6 @@ function useAuth() {
 }
 
 // useUserData.js
-
 import useFetch from './useFetch'
 
 function useUserData(userId) {
diff --git a/Frontend/react/rendering-strategies.md b/Frontend/react/rendering-strategies.md
index 656707b2..e6cb181d 100644
--- a/Frontend/react/rendering-strategies.md
+++ b/Frontend/react/rendering-strategies.md
@@ -13,27 +13,27 @@ Client-Side Rendering (CSR), Server-Side Rendering (SSR), and Static-Site Genera
 
 ### 1. Client-Side Rendering (CSR)
 
-**CSR** is the default rendering approach in React applications, where everything from data fetching to rendering happens in the browser. The server delivers a minimal HTML file with a JavaScript bundle, and React takes over from there, rendering the content on the client's side.
+CSR is the default rendering approach in React applications, where everything from data fetching to rendering happens in the browser. The server delivers a minimal HTML file with a JavaScript bundle, and React takes over from there, rendering the content on the client's side.
 
-#### How It Works:
+#### How It Works
 
 - The browser downloads the JavaScript bundle, which contains the React code.
 - React builds the UI on the client by executing the JavaScript code.
 - Data fetching happens after the page loads, potentially leading to a delay before content appears.
 
-#### Advantages of CSR:
+#### Advantages of CSR
 
 - **Fast Initial Deployment**: Easier to deploy and manage since there's no server-rendering setup.
 - **Rich Interactivity**: Great for SPAs (Single Page Applications) with dynamic, highly interactive UI elements.
 - **Simplified Development**: Client-side data fetching and rendering simplify development in many scenarios.
 
-#### Disadvantages of CSR:
+#### Disadvantages of CSR
 
 - **Initial Load Time**: Users may experience a blank page or loading spinner until the JavaScript bundle downloads and renders.
 - **SEO Challenges**: Since the HTML is minimal, search engines may struggle to crawl and index content, although some modern crawlers can render JavaScript.
 - **Performance**: Large bundles can lead to slow page load times, especially on low-bandwidth connections.
 
-#### Example in React:
+#### Example in React
 
 In CSR, data fetching happens on the client side, typically using hooks like `useEffect`.
 
@@ -55,27 +55,27 @@ function UserProfile({ userId }) {
 
 ### 2. Server-Side Rendering (SSR)
 
-**SSR** generates HTML on the server for each request. When the user requests a page, the server processes the JavaScript, fetches any necessary data, and returns a fully-rendered HTML page. React components are rendered to HTML strings on the server and sent to the client, where React "hydrates" (attaches event listeners) to the HTML.
+SSR generates HTML on the server for each request. When the user requests a page, the server processes the JavaScript, fetches any necessary data, and returns a fully-rendered HTML page. React components are rendered to HTML strings on the server and sent to the client, where React "hydrates" (attaches event listeners) to the HTML.
 
-#### How It Works:
+#### How It Works
 
 - The server generates HTML with the initial content and sends it to the client.
 - The client receives a fully-rendered HTML page and hydrates it, enabling interactivity.
 - Additional JavaScript for further user interactions loads in the background.
 
-#### Advantages of SSR:
+#### Advantages of SSR
 
 - **Improved SEO**: The initial HTML page is fully rendered, making it easily crawlable by search engines.
 - **Faster Time to Interactive (TTI)**: The user sees the fully-rendered content sooner, as it doesn't rely solely on client-side JavaScript for initial render.
 - **Content Accessibility**: Even users on slow networks or with JavaScript disabled can see the initial page content.
 
-#### Disadvantages of SSR:
+#### Disadvantages of SSR
 
 - **Server Load**: Each request requires the server to render the page, increasing server workload, especially with many requests.
 - **Complexity**: Requires server infrastructure and additional setup, which can increase complexity.
 - **Hydration Time**: The browser still needs to download JavaScript and hydrate the page, which can create a slight delay for interactivity.
 
-#### Example in Next.js:
+#### Example in Next.js
 
 Next.js is a React framework that simplifies SSR. With Next.js, you can use `getServerSideProps` to fetch data and render it on the server.
 
@@ -99,27 +99,27 @@ export default function UserProfile({ user }) {
 
 ### 3. Static-Site Generation (SSG)
 
-**SSG** generates HTML at build time. Unlike SSR, which renders HTML on each request, SSG pre-renders pages as static files and serves them on request. This is ideal for content that doesn't change frequently, as it combines the benefits of SSR with the speed of serving static files.
+SSG generates HTML at build time. Unlike SSR, which renders HTML on each request, SSG pre-renders pages as static files and serves them on request. This is ideal for content that doesn't change frequently, as it combines the benefits of SSR with the speed of serving static files.
 
-#### How It Works:
+#### How It Works
 
 - The pages are pre-rendered at build time, creating static HTML files.
 - When a user requests a page, the server serves the static HTML directly from a CDN or hosting server.
 - Any dynamic content or interactivity can be added client-side, often using JavaScript to fetch data or modify the UI after load.
 
-#### Advantages of SSG:
+#### Advantages of SSG
 
 - **Fast Performance**: Since the pages are static files, they load very quickly from a CDN or server.
 - **SEO-Friendly**: Like SSR, the static HTML is crawlable by search engines.
 - **Low Server Load**: No need to generate HTML per request, reducing server resources.
 
-#### Disadvantages of SSG:
+#### Disadvantages of SSG
 
 - **Less Flexibility**: Pages are generated at build time, so content updates require a new build and deployment.
 - **Not Ideal for Highly Dynamic Content**: SSG is less suitable for frequently changing content, as updates won't appear until the next build.
 - **Extra Build Time**: Large sites can have long build times if each page needs to be generated statically.
 
-#### Example in Next.js:
+#### Example in Next.js
 
 In Next.js, `getStaticProps` generates static pages at build time. This is perfect for content like blog posts or product pages.
 
@@ -176,7 +176,9 @@ In some cases, applications use a **hybrid approach** to leverage the strengths
 - **Next.js** allows you to use SSG for pages with static content, SSR for dynamic pages, and CSR for client-specific interactions.
 - **Incremental Static Regeneration (ISR)** in Next.js enables automatic regeneration of static pages at a specified interval, combining the benefits of SSG and SSR for frequently updated content.
 
-**Example Hybrid Approach in Next.js**: In this example, we use SSG with ISR for product pages and CSR for interactive features like adding items to a cart.
+**Example Hybrid Approach in Next.js**
+
+In this example, we use SSG with ISR for product pages and CSR for interactive features like adding items to a cart.
 
 ```jsx
 // pages/product/[id].js
diff --git a/Frontend/react/state-management-strategy.md b/Frontend/react/state-management-strategy.md
index 87924acd..fc1cc214 100644
--- a/Frontend/react/state-management-strategy.md
+++ b/Frontend/react/state-management-strategy.md
@@ -163,7 +163,7 @@ function UserProfile({ userId }) {
 }
 
 // Usage in App:
-;<QueryClientProvider client={queryClient}>
+<QueryClientProvider client={queryClient}>
   <UserProfile userId={1} />
 </QueryClientProvider>
 ```
@@ -212,7 +212,7 @@ function UserComponent() {
 }
 
 // Usage:
-;<AppProvider>
+<AppProvider>
   <UserComponent />
 </AppProvider>
 ```
diff --git a/Frontend/react/testing-strategies.md b/Frontend/react/testing-strategies.md
index 966faf48..60e14e74 100644
--- a/Frontend/react/testing-strategies.md
+++ b/Frontend/react/testing-strategies.md
@@ -12,15 +12,14 @@ short_title: 'Testing Strategies'
 
 Testing is essential for ensuring that your code works as expected, is maintainable, and doesn't introduce bugs with future changes. React testing involves **unit tests, integration tests, and end-to-end (e2e) tests**, each targeting different aspects of your application's functionality.
 
-### Key Testing Strategies for React Applications
+Key Testing Strategies for React Applications:
 
-1.  **Unit Testing** with Jest and React Testing Library
-2.  **Integration Testing** for Component Interactions
-3.  **End-to-End (E2E) Testing** with Cypress
-4.  **Snapshot Testing** for UI Consistency
-5.  **Best Practices for Effective Testing**
+- **Unit Testing** with Jest and React Testing Library
+- **Integration Testing** for Component Interactions
+- **End-to-End (E2E) Testing** with Cypress
+- **Snapshot Testing** for UI Consistency
 
-### 1\. Unit Testing with Jest and React Testing Library
+### Unit Testing with Jest and React Testing Library
 
 **Unit testing** focuses on testing individual components or functions in isolation, ensuring they work as expected independently of other parts of the application. **Jest** is a popular testing framework for JavaScript that's fast and powerful, while **React Testing Library** provides utilities to interact with and assert on component output based on how a user would interact with it.
 
@@ -69,7 +68,7 @@ test('calls the onClick handler when clicked', () => {
 })
 ```
 
-**Explanation**:
+Explanation:
 
 - `screen.getByText("Click me")` selects the button by its text, simulating how a user would identify it.
 - `fireEvent.click` simulates a click event, testing that `onClick` is called when expected.
@@ -81,7 +80,7 @@ test('calls the onClick handler when clicked', () => {
 
 ---
 
-### 2. Integration Testing for Component Interactions
+### Integration Testing for Component Interactions
 
 Integration tests verify that multiple components work together as expected. For instance, testing a form component with multiple fields and a submit button ensures that they interact correctly and trigger the proper behaviors.
 
@@ -131,7 +130,7 @@ test('submits form with name and email', () => {
 })
 ```
 
-**Explanation**:
+Explanation:
 
 - We simulate typing into both input fields, then trigger the form submission to ensure `onSubmit` is called with the correct data.
 
@@ -140,7 +139,7 @@ test('submits form with name and email', () => {
 - **Interaction Testing**: Validates that components interact correctly, ensuring data flows as expected.
 - **Form and Input Testing**: Particularly useful for forms and multistep processes, verifying that all parts work in sequence.
 
-### 3. End-to-End (E2E) Testing with Cypress
+### End-to-End (E2E) Testing with Cypress
 
 E2E tests simulate real user scenarios, covering the entire flow from start to finish, including interactions with the backend if needed. **Cypress** is a powerful tool for E2E testing in JavaScript applications, allowing for testing of full workflows across pages.
 
@@ -152,7 +151,7 @@ E2E tests simulate real user scenarios, covering the entire flow from start to f
 npm install --save-dev cypress
 ```
 
-1.  Open Cypress for the first time:
+2.  Open Cypress for the first time:
 
 ```sh
 npx cypress open
@@ -177,7 +176,7 @@ describe('Login Flow', () => {
 })
 ```
 
-**Explanation**:
+Explanation:
 
 - **`cy.visit("/login")`** navigates to the login page.
 - **Assertions** check that the login was successful by verifying the URL and checking for a welcome message.
@@ -187,7 +186,7 @@ describe('Login Flow', () => {
 - **Real User Simulation**: Tests full workflows, covering real user interactions with the application.
 - **Cross-Page Coverage**: Ensures that transitions between pages work as expected and user data is preserved.
 
-### 4. Snapshot Testing for UI Consistency
+### Snapshot Testing for UI Consistency
 
 Snapshot tests capture the current state of a component's output (i.e., its rendered HTML) and compare it to a saved version. Snapshot testing is helpful for detecting unintended changes in the component's visual structure.
 
@@ -204,7 +203,7 @@ test('renders the header correctly', () => {
 })
 ```
 
-**Explanation**:
+Explanation:
 
 - `asFragment()` captures the component's current rendered state.
 - `toMatchSnapshot()` checks the current output against a previously saved snapshot.
@@ -218,19 +217,14 @@ test('renders the header correctly', () => {
 
 - Snapshots can be too sensitive to minor changes, so they are best used for components with stable layouts or infrequent updates.
 
-### 5. Best Practices for Effective Testing
+### Best Practices for Effective Testing
 
-1.  **Follow the Testing Pyramid**: Focus primarily on unit tests, followed by integration tests, and finally E2E tests. This balances test coverage with performance and maintainability.
-
-2.  **Test from the User's Perspective**: Use React Testing Library's queries like `getByText`, `getByRole`, and `getByLabelText` to mimic how users interact with your UI. Avoid testing internal implementation details, focusing on behavior instead.
-
-3.  **Avoid Overuse of Snapshot Tests**: Snapshot tests are helpful but can become brittle if overused. Use them selectively for components with complex or static UI.
-
-4.  **Mock External Dependencies**: For unit and integration tests, mock API calls, third-party libraries, and other dependencies to isolate the code under test. Libraries like **msw** (Mock Service Worker) can be used to mock API responses.
-
-5.  **Run Tests in CI/CD**: Automate tests in your CI/CD pipeline to catch bugs early in the development process. Run unit and integration tests for each commit and E2E tests periodically or before release.
-
-6.  **Structure Tests Closely to Source Files**: Place each test file alongside its component or module. This structure makes it easy to locate and update tests when refactoring.
+- **Follow the Testing Pyramid**: Focus primarily on unit tests, followed by integration tests, and finally E2E tests. This balances test coverage with performance and maintainability.
+- **Test from the User's Perspective**: Use React Testing Library's queries like `getByText`, `getByRole`, and `getByLabelText` to mimic how users interact with your UI. Avoid testing internal implementation details, focusing on behavior instead.
+- **Avoid Overuse of Snapshot Tests**: Snapshot tests are helpful but can become brittle if overused. Use them selectively for components with complex or static UI.
+- **Mock External Dependencies**: For unit and integration tests, mock API calls, third-party libraries, and other dependencies to isolate the code under test. Libraries like **msw** (Mock Service Worker) can be used to mock API responses.
+- **Run Tests in CI/CD**: Automate tests in your CI/CD pipeline to catch bugs early in the development process. Run unit and integration tests for each commit and E2E tests periodically or before release.
+- **Structure Tests Closely to Source Files**: Place each test file alongside its component or module. This structure makes it easy to locate and update tests when refactoring.
 
 ### Summary