Your Webhook Doesn't Always Belong in Your API Sometimes the best place for a webhook isn't your application—it's your infrastructure. When most developers think about webhooks, they think about an HTTP endpoint. A provider sends a request. Your...

Parse Malcolm X with almost any name splitter and you get a suffix. X looks like a roman numeral, roman numerals are suffixes John III, Henry VIII, so X becomes the suffix and the surname disappears. That's the kind of bug you only find once you alre...

If you run an online store and even one customer outside your home country can buy from you, someone has probably asked you: "Is your store GDPR compliant?" For most new store owners, the honest answer is "I'm not sure." This guide breaks down what G...

@kungfufk > STATUS: SAMPLE / ILLUSTRATIVE MODEL — NOT EMPIRICALLY VALIDATED > This model does not predict truth, belief, or what is correct. It predicts behavior — latency, hesitation, stability, degradation — following the reframing that this only ...

@kungfufk > STATUS: SAMPLE / ILLUSTRATIVE MODEL — NOT EMPIRICALLY VALIDATED > This is a worked extension of the Computational Cognitive Mechanics framework, built the same way the original was: by borrowing wave and energy mathematics from physics ...

@kungfufk Since the dawn of computing, we have built Artificial Intelligence on a flawed premise: perfect rationality. We brute-force algorithms to find the optimal solution, assuming infinite time and infinite capacity. But humans don't work like ...

Every page on this site ships with its own Open Graphhttps://ogp.me/ image, the little card that shows up when you paste a link into Slack, X, or iMessage. None of them are drawn by hand. Each one is generated at build time by two tools working in se...

My simple Python Employee Info Card project that helps users create a basic employee profile then also displays the details in a clear and easy way. Basically, it turns the boring office task into Python practice. The Employee Info Card firstname =...

My simple Python Movie Ticket Booking Calculator that helps users simulate booking a ticket by changing ticket types , prices and more and then calculating the total cost in a clear and easy way The Movie Ticket Booking Calculator baseprice = 15 ...

About A simple calculator built in PyCharm at the age of 14 ! I created this learning solely through YouTube tutorials which allowed me to become an intermediate Python programmer . It helped me learn and understand core programming concepts . Th...

In the previous articles, we learned how an LLM generates text and how techniques like RAG and CAG help it answer questions using external knowledge. At this point, our AI-powered Travel Planner can answer questions like "I'm visiting Japan for 7 day...

In Part 2https://coderlegion.com/21936/ai-fundamentals-part-2-why-ai-gets-things-right-and-wrong, we learned why AI sometimes hallucinates. One of the biggest reasons is that an LLM can only answer based on what it learned during training and the inf...

🚨 15 Common Mistakes C#/.NET Developers Make And How to Avoid Them I've reviewed many C#/.NET projects over the years—from small internal tools to large enterprise applications—and one thing is surprisingly consistent: Most production issues aren'...

Common Mistakes Developers Make in DevOps And How to Solve Them DevOps is not simply about writing deployment scripts or managing cloud infrastructure. It is a mindset that connects development, operations, security, automation, monitoring, and co...

Fastify: Building High-Performance Node.js APIs When performance, scalability, and developer productivity matter, Fastify is one of the strongest frameworks in the Node.js ecosystem. Designed with speed at its core, Fastify delivers significantly l...

I just released a Python package that gives any AI model a constitutional immune system. It wraps around your model and enforces hardcoded rights before the model ever sees a message. Works with Llama, Mistral, Qwen, VEXR Ultra—or any model you're ...