freeCodeCamp

How to Work with Subqueries in SQL

Abdullah Rufai |
Whenever you see a query nested inside another query in SQL, that's a subquery. A subquery is also known as an inner query while the one that contains it is called the main or outer query. Subqueries... read more

How to Scale LLM Inference for AI Agents Using vLLM

Darsh Shah |
In this tutorial, I’ll show you how to scale LLM inference for AI agents using vLLM. I'll help you build an intuition for how LLM inference works, explore why agent workloads create GPU scheduling and... read more

How to Manage Context Files in Your Codebase and Get Better Output From AI Coding Agents

Kayode Adeniyi |
You ask a coding agent for a new endpoint, and ninety seconds later you have a working endpoint. Then you read the diff, and you find that it pulled in a validation library that's not in your package.... read more

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