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ngrok is a tunneling tool that lets developers expose a local server to the public internet through a secure URL. In practice, this means you can run a web app on your laptop and instantly make it acc ...

Computers will, 100% of the time, without fail, do exactly what you tell them to do. It's getting them to do what you want them to do that's the real trick. The gap between what you tell the computer ...

Building a web application that works only on your local machine is one thing. Building one that is secure, connected to a real database, and accessible to anyone on the internet is another challenge ...

As a researcher and developer, I found myself spending hours manually searching academic databases, reading abstracts, and trying to synthesize findings across multiple sources. For my work on circula ...

In 2026, cybersecurity teams face more threats than ever before. Attack surfaces are broad, technology stacks are complex, and adversaries are quick to exploit weak points. Against this backdrop, comp ...

A few days ago, I ran an experiment with an AI-powered testing agent that lets you write test cases in plain English instead of code. I opened its natural language interface and typed four simple sent ...

OpenClaw is a self-hosted AI assistant designed to run under your control instead of inside a hosted SaaS platform. It can connect to messaging interfaces, local tools, and model providers while keepi ...

Most LLM applications look great in a high-fidelity demo. Then they hit the hands of real users and start failing in very predictable yet damaging ways. They answer questions they should not, they bre ...

This article shows how to build end-to-end, code-first LLM observability in a FastAPI application using the OpenTelemetry Python SDK. Instead of relying on vendor-specific agents or opaque SDKs, we wi ...

Today Quincy Larson interviews Luke Ciciliano. He's a front-end developer who runs Modern Website Design, a software consultancy that builds solutions for small to medium sized businesses. He taught h ...