freeCodeCamp

How to Build a Basic Discord Storytelling, Chat, and Mental Wellness Bot with Python

Eva J Patel |
Discord bots can look surprisingly complicated when you see them in action. A bot can respond to messages, tell stories, remember parts of conversations, and stay online around the clock. When I first... read more

How to Build a Multi-Agent Trading Research System with LangChain Deep Agents [Full Handbook]

Nikhil Adithyan |
A trading research agent can write strategy code, run a backtest, inspect the results, and keep revising the strategy. The harder problem is making sure that this loop doesn't turn into an uncontrolle... read more

Why Your Wearable Needs Weeks of Data Before It Becomes Useful

Shradha Puri |
I can recall the time when I first put on the Oura Ring and checked my readiness score the next morning as if I were checking an exam score. I saw something like 62 and I really started to panic. Was... read more

How to Build a Browser-Based PDF to Grayscale Converter Using JavaScript

Bhavin Sheth |
Many PDF documents contain colorful charts, presentations, marketing materials, scanned pages, or graphics that aren't always ideal for printing or archiving. In some cases, converting a document to g... read more

How to Modernize a Legacy Application with AI Without Turning It Into a Rewrite

Hugo Teijiz |
I have seen legacy migrations considered successful because the old framework disappeared from the repository. Six months later, the team was still dealing with the same coupling, the same unclear bus... read more

How to Build Production-Grade Agents with Pydantic AI

Jay Mehta |
Building AI agents with raw LLM SDKs works fine for prototypes until you need structured outputs, testable code, and production reliability. The gap shows up in a predictable way. Your notebook code w... read more

How to Create a Scalable KYC Onboarding Flow in React with Shadcn UI

Vaibhav Gupta |
Every B2B SaaS product with a compliance requirement (like banking, lending, payroll, or crypto) hits the same wall early on: before you can let a business use your platform, you need to verify who th... read more

How the Chrome Dino Game Works Under the Hood: A Tour of Chromium's Source Code

Alex Oliinyk |
You've seen it a hundred times: the Wi-Fi drops, Chrome shrugs, and a little pixelated T-Rex appears, ready to sprint through a desert the moment you hit the spacebar. That tiny game, hidden behind th... read more

How to Build a Production-Ready AI Agent for $0/Month Using PHP, cPanel, and Gemini Flash

Chidozie Managwu |
In this tutorial, you’ll build a practical AI agent that can receive a user prompt, decide whether it needs to use a tool, execute that tool in PHP, store conversation history in MySQL, and continue r... read more

Python for Mechanical Engineering

Beau Carnes |
Whether you're designing robotics, analyzing fluid dynamics (CFD), or working through complex engineering data, learning to code is one of the most effective ways to boost your workflow and technical... read more