FastAPI is a modern, high-performance web framework for Python that's specifically designed for building APIs. It is based on Python 3.6+, and built using Starlette (for the web parts) and Pydantic (for data validation and serialization).
✅ Fast – One of the fastest Python frameworks available, with performance close to Node.js and Go (thanks to uvicorn
and Starlette
).
✅ Automatic Documentation – Generates interactive API docs automatically using Swagger UI and ReDoc.
✅ Type Safety – Leverages Python type hints to validate inputs and generate documentation automatically.
✅ Asynchronous Support – Full support for async
/await
, making it great for I/O-heavy tasks like database access or API calls.
✅ Easy to Use – Simple to learn and use, especially for developers familiar with Python and type annotations.
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
def read_root():
return {"message": "Hello World"}
If you run this (e.g., with uvicorn main:app --reload
), it starts a web server and gives you automatic interactive docs at http://localhost:8000/docs
.
RESTful APIs
Backends for web or mobile apps
Microservices
Machine learning model APIs or data processing services
OpenID Connect (OIDC) is an authentication protocol built on top of OAuth 2.0. It allows clients (like web or mobile apps) to verify the identity of a user who logs in via an external identity provider (IdP) — such as Google, Microsoft, Apple, etc.
OAuth 2.0 → handles authorization (access to resources)
OpenID Connect → handles authentication (who is the user?)
User clicks "Login with Google"
Your app redirects the user to Google’s login page
After successful login, Google redirects back with an ID token
Your app validates this JWT token
You now know who the user is — verified by Google
The ID token is a JSON Web Token (JWT) containing user identity data, like:
{
"iss": "https://accounts.google.com",
"sub": "1234567890",
"name": "John Doe",
"email": "john@example.com",
"iat": 1650000000,
"exp": 1650003600
}
iss
= issuer (e.g. Google)
sub
= user ID
email
, name
= user info
iat
, exp
= issued at / expiration
“Login with Google/Microsoft/Apple”
Single Sign-On (SSO) in organizations
Centralized user identity (Keycloak, Auth0, Azure AD)
OAuth APIs that require identity verification
Component | Description |
---|---|
Relying Party | Your app (requests login) |
Identity Provider | External login provider (e.g. Google) |
ID Token | JWT containing the user’s identity |
UserInfo Endpoint | (Optional) endpoint for additional user data |
RoadRunner is a high-performance PHP application server developed by Spiral Scout. It serves as a replacement for traditional PHP-FPM (FastCGI Process Manager) and offers a major performance boost by keeping your PHP application running persistently — especially useful with frameworks like Laravel or Symfony.
PHP scripts are not reloaded on every request. Instead, they run continuously in persistent worker processes (similar to Node.js or Swoole).
This eliminates the need to re-bootstrap the framework on every request — resulting in significantly faster response times than with PHP-FPM.
RoadRunner is written in the programming language Go, which provides high concurrency, easy deployment, and great stability.
Native HTTP server (with HTTPS, Gzip, CORS, etc.)
PSR-7 and PSR-15 middleware support
Supports:
Hot reload support with a watch plugin
RoadRunner starts PHP worker processes.
These workers load your full framework bootstrap once.
Incoming HTTP or gRPC requests are forwarded to the PHP workers.
The response is returned through the Go layer — fast and concurrent.
Laravel + RoadRunner (instead of Laravel + PHP-FPM)
High-traffic applications and APIs
Microservices
Real-time apps (e.g., using WebSockets)
Low-latency, serverless-like services
Feature | PHP-FPM | RoadRunner |
---|---|---|
Bootstraps per request | Yes | No (persistent workers) |
Speed | Good | Excellent |
WebSocket support | No | Yes |
gRPC support | No | Yes |
Language | C | Go |
Storyblok is a user-friendly, headless Content Management System (CMS) that helps developers and marketing teams create, manage, and publish content quickly and efficiently. It offers a visual editing interface for real-time content design and is flexible with various frameworks and platforms. Its API-first architecture allows content to be delivered to any digital platform, making it ideal for modern web and app development.
Shopware is a modular e-commerce system from Germany that allows you to create and manage online stores. It’s designed for both small retailers and large enterprises, known for its flexibility, scalability, and modern technology.
Developer: Shopware AG (founded in 2000 in Germany)
Technology: PHP, Symfony framework, API-first approach
Current Version: Shopware 6 (since 2019)
Open Source: Yes, with paid extensions available
Headless Ready: Yes, supports headless commerce via APIs
Product Management: Variants, tier pricing, media, SEO tools
Sales Channels: Web shop, POS, social media, marketplaces
Content Management: Built-in CMS ("Shopping Experiences")
Payments & Shipping: Many integrations (e.g. PayPal, Klarna)
Multilingual & Multi-Currency Support
B2B & B2C capabilities
App System & API for custom extensions
Startups (free Community Edition available)
SMEs and mid-sized businesses
Enterprise clients with complex needs
Very popular in the DACH region (Germany, Austria, Switzerland)
Made in Germany → GDPR-compliant
Highly customizable
Active ecosystem & community
Scalable for growing businesses
Redux is a state management library for JavaScript applications, often used with React. It helps manage the global state of an application in a centralized way, ensuring data remains consistent and predictable.
Store
Holds the entire application state.
There is only one store per application.
Actions
Represent events that trigger state changes.
Are simple JavaScript objects with a type
property and optional data (payload
).
Reducers
Functions that calculate the new state based on an action.
They are pure functions, meaning they have no side effects.
Dispatch
A method used to send actions to the store.
Selectors
Functions that extract specific values from the state.
Simplifies state management in large applications.
Prevents prop drilling in React components.
Makes state predictable by enforcing structured updates.
Enables debugging with tools like Redux DevTools.
If Redux feels too complex, here are some alternatives:
React Context API – suitable for smaller apps
Zustand – a lightweight state management library
Recoil – developed by Facebook, flexible for React
Salesforce Apex is an object-oriented programming language specifically designed for the Salesforce platform. It is similar to Java and is primarily used to implement custom business logic, automation, and integrations within Salesforce.
Cloud-based: Runs exclusively on Salesforce servers.
Java-like Syntax: If you know Java, you can learn Apex quickly.
Tightly Integrated with Salesforce Database (SOQL & SOSL): Enables direct data queries and manipulations.
Event-driven: Often executed through Salesforce triggers (e.g., record changes).
Governor Limits: Salesforce imposes limits (e.g., maximum SOQL queries per transaction) to maintain platform performance.
Triggers: Automate actions when records change.
Batch Processing: Handle large data sets in background jobs.
Web Services & API Integrations: Communicate with external systems.
Custom Controllers for Visualforce & Lightning: Control user interfaces.
Memcached is a distributed in-memory caching system commonly used to speed up web applications. It temporarily stores frequently requested data in RAM to avoid expensive database queries or API calls.
Key-Value Store: Data is stored as key-value pairs.
In-Memory: Runs entirely in RAM, making it extremely fast.
Distributed: Supports multiple servers (clusters) to distribute load.
Simple API: Provides basic operations like set
, get
, and delete
.
Eviction Policy: Uses LRU (Least Recently Used) to remove old data when memory is full.
Caching Database Queries: Reduces load on databases like MySQL or PostgreSQL.
Session Management: Stores user sessions in scalable web applications.
Temporary Data Storage: Useful for API rate limiting or short-lived data caching.
Memcached: Faster for simple key-value caching, scales well horizontally.
Redis: Offers more features like persistence, lists, hashes, sets, and pub/sub messaging.
sudo apt update && sudo apt install memcached
sudo systemctl start memcached
It can be used with PHP or Python via appropriate libraries.
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/
The Fetch API is a modern JavaScript interface for retrieving resources over the network, such as making HTTP requests to an API or loading data from a server. It largely replaces the older XMLHttpRequest
method and provides a simpler, more flexible, and more powerful way to handle network requests.
fetch('https://jsonplaceholder.typicode.com/posts/1')
.then(response => response.json()) // Convert response to JSON
.then(data => console.log(data)) // Log the data
.catch(error => console.error('Error:', error)); // Handle errors
Making a POST Request
fetch('https://jsonplaceholder.typicode.com/posts', {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({ title: 'New Post', body: 'Post content', userId: 1 })
})
.then(response => response.json())
.then(data => console.log(data))
.catch(error => console.error('Error:', error));
✅ Simpler syntax compared to XMLHttpRequest
✅ Supports async/await
for better readability
✅ Flexible request and response handling
✅ Better error management using Promises
The Fetch API is now supported in all modern browsers and is an essential technique for web development.