How to Use NestJS Observe: An Observability Handbook for Devs
🌍 FreeCodeCamp

How to Use NestJS Observe: An Observability Handbook for Devs

Observability isn't a new problem, and NestJS is certainly not the first ecosystem to tackle it. But NestJS Observe is interesting because it asks a more specific question: what happens when observabi
How to Break the AI Coding Agent Fix Loop
🌍 FreeCodeCamp

How to Break the AI Coding Agent Fix Loop

You've likely seen this movie before: something breaks in an app you built with an AI coding agent. You ask the agent to fix it. It "fixes" it. But the bug is still there, or a second bug appears. So
How to Separate Operational Intent from the Executor
🌍 FreeCodeCamp

How to Separate Operational Intent from the Executor

In my previous article, I argued that software automation needs a layer between operational intent and execution. The reason is simple: the specification should describe what success means, and the ex
Learn Modern Kotlin
🌍 FreeCodeCamp

Learn Modern Kotlin

We just published a comprehensive, free Kotlin course on the freeCodeCamp.org YouTube channel. Whether you're targeting Android development, scalable backend services, or cross-platform applications,
Build and Publish a Full-Stack Mobile App with AI
🌍 FreeCodeCamp

Build and Publish a Full-Stack Mobile App with AI

Building a production-ready mobile application used to require a dedicated team of frontend, backend, and DevOps engineers. With modern AI tools, an individual developer can take an idea from concept
Healthcare AI Won't Work Until You Fix Your Data
🌍 FreeCodeCamp

Healthcare AI Won't Work Until You Fix Your Data

Building AI for clinical settings is harder than it looks. It takes more than picking a good model or tuning the right parameters. When engineers enter a hospital ecosystem, they quickly discover that
How to Debug a Stuck Kubernetes Rollout with a Hands-On Lab
🌍 FreeCodeCamp

How to Debug a Stuck Kubernetes Rollout with a Hands-On Lab

You update a Deployment, run kubectl rollout status, and wait. The command times out. But when you send a request to the Service, it still answers. So did the update finish? And if it didn't, which Po
How to Diagnose and Fix AI Inference Latency on Kubernetes
🌍 FreeCodeCamp

How to Diagnose and Fix AI Inference Latency on Kubernetes

It's Thursday, around quarter past two. Your team shipped an internal assistant two weeks ago. The demo went well enough that someone in finance asked whether it could read contracts. Word spread. Tod
How to Build a Reliable AI Assistant with the Claude API
🌍 FreeCodeCamp

How to Build a Reliable AI Assistant with the Claude API

Large language models can answer questions, summarise documents, write code, and interact with external systems. But building a reliable AI application requires more than sending a prompt and displayi
Python Algorithmic Trading with SnapTrade, Massive, Alpaca
🌍 FreeCodeCamp

Python Algorithmic Trading with SnapTrade, Massive, Alpaca

We just published a comprehensive, hands-on video course on the freeCodeCamp.org YouTube channel that will teach you how to build an automated, end-to-end algorithmic trading system from scratch using