How to Build a Production-Ready DevSecOps Platform from Homelab to AWS [Full Book]
https://www.freecodecamp.org/news/how-to-build-a-production-ready-devsecops-platform-from-homelab-to-aws-full-book/
https://www.freecodecamp.org/news/how-to-build-a-production-ready-devsecops-platform-from-homelab-to-aws-full-book/
freeCodeCamp.org
How to Build a Production-Ready DevSecOps Platform from Homelab to AWS [Full Book]
In this book, you'll build a fintech transaction ledger from scratch and progressively transform it into a production-ready DevSecOps platform. You'll also deploy it on AWS. The app processes credit a
How to Build an Automated Workload Model for Peak Readiness
https://www.freecodecamp.org/news/how-to-build-an-automated-workload-model-for-peak-readiness/
https://www.freecodecamp.org/news/how-to-build-an-automated-workload-model-for-peak-readiness/
freeCodeCamp.org
How to Build an Automated Workload Model for Peak Readiness
If you’ve ever spent two days pulling data out of an APM tool just to answer “how many virtual users should I run in my load test?”, this tutorial is for you. By the end, you’ll know how to derive eve
A Guide to Modern React Form Architecture: TanStack Form + Zod + Shadcn
https://www.freecodecamp.org/news/a-guide-to-modern-react-form-architecture-tanstack-form-zod-shadcn/
https://www.freecodecamp.org/news/a-guide-to-modern-react-form-architecture-tanstack-form-zod-shadcn/
freeCodeCamp.org
A Guide to Modern React Form Architecture: TanStack Form + Zod + Shadcn
Building production-grade forms in React can be a painful experience. It's one of the parts of front-end engineering that most developers are uncomfortable with. Usually, you'll start with a simple co
The Internet's Longest-Running Joke: A Field Guide to the April Fools RFCs
https://www.freecodecamp.org/news/the-internet-s-longest-running-joke-a-field-guide-to-the-april-fools-rfcs/
https://www.freecodecamp.org/news/the-internet-s-longest-running-joke-a-field-guide-to-the-april-fools-rfcs/
freeCodeCamp.org
The Internet's Longest-Running Joke: A Field Guide to the April Fools RFCs
Here's a line from an official document published by the people who run the internet: "Readers who cannot distinguish satire by reading the text may have a future in marketing." This line actually s
Master 3D Printing & Additive Manufacturing
https://www.freecodecamp.org/news/master-3d-printing-additive-manufacturing/
https://www.freecodecamp.org/news/master-3d-printing-additive-manufacturing/
freeCodeCamp.org
Master 3D Printing & Additive Manufacturing
Additive manufacturing has evolved into a cornerstone of Industry 4.0 and modern industrial production. Whether it's light-weighting aerospace turbine components, printing custom titanium medical impl
Prompt vs Loop Engineering: A Guide for Developers
https://www.freecodecamp.org/news/prompt-vs-loop-engineering-a-guide-for-developers/
https://www.freecodecamp.org/news/prompt-vs-loop-engineering-a-guide-for-developers/
freeCodeCamp.org
Prompt vs Loop Engineering: A Guide for Developers
For many developers, the AI workflow looks something like this: write a prompt, get a response, copy what's useful, and move on. This covers a surprising range of tasks, from summarizing a document to
How OAuth 2.0 Works: A Practical Guide for Backend Developers
https://www.freecodecamp.org/news/oauth-2-0-guide-for-backend-developers/
https://www.freecodecamp.org/news/oauth-2-0-guide-for-backend-developers/
freeCodeCamp.org
How OAuth 2.0 Works: A Practical Guide for Backend Developers
If you ask ten junior developers how OAuth 2.0 works, nine of them will start reciting terminology like "Authorization Server", "Bearer Tokens", "PKCE", and "Implicit Grant". They might also draw a se
How to Make Your Antigravity Agent Skills Configurable (Without Forking Them)
https://www.freecodecamp.org/news/make-your-antigravity-agent-skills-configurable-without-forking-them/
https://www.freecodecamp.org/news/make-your-antigravity-agent-skills-configurable-without-forking-them/
freeCodeCamp.org
How to Make Your Antigravity Agent Skills Configurable (Without Forking Them)
Antigravity Agent Skills are a great way to teach your AI agent a workflow once and reuse it everywhere. You write a short SKILL.md file, drop it in a folder, and the agent picks it up whenever it's r
How to Build AI Applications That Switch Models Automatically
https://www.freecodecamp.org/news/build-ai-applications-that-switch-models-automatically/
https://www.freecodecamp.org/news/build-ai-applications-that-switch-models-automatically/
freeCodeCamp.org
How to Build AI Applications That Switch Models Automatically
Large Language Models (LLMs) have fundamentally changed how we build modern software. But relying on a single AI model for every user request creates serious production risks. API outages happen. Prop
Product Experimentation with Instrumental Variables: Unconfounding LLM Routing Decisions in Python
https://www.freecodecamp.org/news/instrumental-variables-for-llm-routing-in-python/
https://www.freecodecamp.org/news/instrumental-variables-for-llm-routing-in-python/
freeCodeCamp.org
Product Experimentation with Instrumental Variables: Unconfounding LLM Routing Decisions in Python
For data science leaders and product managers who are overseeing multi-model gateways, the standard regression approach to measuring model quality is fundamentally flawed. You're running a causal infe
How to Build Kubernetes Operators: A Handbook for Devs
https://www.freecodecamp.org/news/how-to-build-kubernetes-operators-a-handbook-for-devs/
https://www.freecodecamp.org/news/how-to-build-kubernetes-operators-a-handbook-for-devs/
freeCodeCamp.org
How to Build Kubernetes Operators: A Handbook for Devs
Kubernetes ships with controllers that manage a fixed set of built-in resources: Deployments, Services, Nodes, and so on. An operator extends the same pattern to resources Kubernetes doesn't know abou
Agentic AI using LangGraph – Build AI Agents & Automate Workflows
https://www.freecodecamp.org/news/agentic-ai-using-langgraph-build-ai-agents-automate-workflows/
https://www.freecodecamp.org/news/agentic-ai-using-langgraph-build-ai-agents-automate-workflows/
freeCodeCamp.org
Agentic AI using LangGraph – Build AI Agents & Automate Workflows
We are rapidly moving past standard, single-prompt Large Language Models and entering the era of autonomous AI agents. To help you master this new paradigm, we have just published a massive, comprehen
How to Create a Marketing Landing Page Using shadcn/ui
https://www.freecodecamp.org/news/how-to-create-a-marketing-landing-page-using-shadcn-ui/
https://www.freecodecamp.org/news/how-to-create-a-marketing-landing-page-using-shadcn-ui/
freeCodeCamp.org
How to Create a Marketing Landing Page Using shadcn/ui
Most marketing landing pages start with the same problem: you're staring at a blank screen and rebuilding sections you've already created countless times. A hero section, feature grid, testimonials, p
What is Agentic AI? How AI Is Evolving From Chatbot to Co-Worker
https://www.freecodecamp.org/news/what-is-agentic-ai-from-chatbot-to-co-worker/
https://www.freecodecamp.org/news/what-is-agentic-ai-from-chatbot-to-co-worker/
freeCodeCamp.org
What is Agentic AI? How AI Is Evolving From Chatbot to Co-Worker
You ask ChatGPT a question. It answers. You ask another. It answers again. That back-and-forth has been the standard way most people experience AI: a smart, fast assistant that responds when spoken to
What Happens During a Production Deployment? A Behind-the-Scenes Guide
https://www.freecodecamp.org/news/what-happens-during-a-production-deployment/
https://www.freecodecamp.org/news/what-happens-during-a-production-deployment/
freeCodeCamp.org
What Happens During a Production Deployment? A Behind-the-Scenes Guide
You push your code. A few minutes later, it is live for real users. Between those two moments runs a long chain of machinery: builds, artefacts, migrations, health checks, traffic shifts. Every produc
How to Build an Open Source SaaS Landing Page Template with shadcn/ui
https://www.freecodecamp.org/news/how-to-build-landing-page-nextjs-shadcn/
https://www.freecodecamp.org/news/how-to-build-landing-page-nextjs-shadcn/
freeCodeCamp.org
How to Build an Open Source SaaS Landing Page Template with shadcn/ui
Most SaaS landing pages share the same core sections: a hero, social proof, features, pricing, FAQ, and a footer. And most developers end up building these from scratch on every project. That's repeti
Why Your Quantum Circuit Works in a Simulator but Fails on Real Hardware
https://www.freecodecamp.org/news/why-your-quantum-circuit-works-in-a-simulator-but-fails-on-real-hardware/
https://www.freecodecamp.org/news/why-your-quantum-circuit-works-in-a-simulator-but-fails-on-real-hardware/
How to Implement Privacy by Design in Modern APIs – A Developer's Practical Guide
https://www.freecodecamp.org/news/how-to-implement-privacy-by-design-in-modern-apis/
https://www.freecodecamp.org/news/how-to-implement-privacy-by-design-in-modern-apis/
freeCodeCamp.org
How to Implement Privacy by Design in Modern APIs – A Developer's Practical Guide
As software developers, we're usually taught to prioritize features like speed, performance, and uptime. When we build APIs, our core concern is making sure data gets from Point A to Point B smoothly.
How to Implement HIPAA Technical Safeguards on AWS [Full Handbook]
https://www.freecodecamp.org/news/how-to-implement-hipaa-technical-safeguards-on-aws-full-handbook/
https://www.freecodecamp.org/news/how-to-implement-hipaa-technical-safeguards-on-aws-full-handbook/
freeCodeCamp.org
How to Implement HIPAA Technical Safeguards on AWS [Full Handbook]
Before I had ever heard the term "HIPAA audit", I spent three days helping a healthcare SaaS startup fix a single misconfigured S3 bucket. Not a breach — nothing was accessed. But the bucket was publi
What Modern QA Engineers Actually Do: It's More Than Finding Bugs
https://www.freecodecamp.org/news/what-does-a-modern-qa-engineer-do/
https://www.freecodecamp.org/news/what-does-a-modern-qa-engineer-do/
freeCodeCamp.org
What Modern QA Engineers Actually Do: It's More Than Finding Bugs
Ask someone what a QA engineer does, and you'll probably hear a familiar answer: "They test software and find bugs." It's a common perception, and to be fair, finding bugs is an important part of the
How GPS Works in Wearables (and Why It Kills Your Battery)
https://www.freecodecamp.org/news/how-gps-works-in-wearables-and-why-it-kills-your-battery/
https://www.freecodecamp.org/news/how-gps-works-in-wearables-and-why-it-kills-your-battery/
freeCodeCamp.org
How GPS Works in Wearables (and Why It Kills Your Battery)
A couple of months ago, I went for a 10K run with three different devices on me. Why? Another long story of review deadlines and my own procrastination. By the time I was done with my run and got back