1+ hour, 22+ min ago  (605+ words) But there's a way to close this loop using MCP, and it changes the role of an AI agent from a simple code generator to something much more powerful: a Security Program Manager. The real problem isn't that developers don't…...

1+ hour, 4+ min ago  (947+ words) If you compare how well Claude handles Ansible against how well it handles, say, raw bash or kubectl YAML, Ansible wins by a wide margin. The reason isn't subtle: Ansible's shape " declarative, idempotent, modules-with-arguments " happens to map almost perfectly to…...

1+ hour, 8+ min ago  (379+ words) scikit-learn can fit a linear regression in one line. That's great for shipping " and terrible for actually understanding what just happened. So this is the version I wish someone had shown me first: linear regression built from scratch in about…...

1+ hour, 12+ min ago  (152+ words) I'm learning Rust and recently ran into something unexpected with Option type. I expected r to be Option, but it came back as Option instead. Here's what I tried: let mut vds = Vec Deque: :from(["a". to_owned(), "b". to_owned()]); let r = vds....

1+ hour, 6+ min ago  (318+ words) If you have ever used a smartphone, browsed a website, watched a TV, typed on a laptop, done programming, accessed an Internet or even used an ATM - then you have touched something Dennis Ritchie helped to create. In his lab,…...

47+ min ago  (1032+ words) Honestly, I've had this idea in the back of my head for years. I finally built it after three months of late nights, and today I want to share what I learned, what went wrong, and what I'd do differently…...

1+ hour, 16+ min ago  (149+ words) Site Intel does that parsing for you and hands back clean JSON. One GET request per URL. The same thing in Node, using the built-in fetch (Node 18+, no dependencies): The response gives you the fields a preview card needs, already…...

1+ hour, 19+ min ago  (741+ words) TL; DR: Exponential backoff with jitter spreads client retries over time so a recovering service doesn't get flattened by a synchronised wave. We added full jitter to our CI agents and a retry budget, and our internal 503 rate during recovery…...

56+ min ago  (519+ words) Over the last few articles, we've explored a surprising number of concepts: At first glance, these seem like completely different topics. Some are architecture patterns. Some are Java Script APIs. But there is a common thread connecting all of them....

52+ min ago  (531+ words) If implementation is becoming cheaper, what becomes expensive? The ability to make decisions under uncertainty. This has always been one of the defining characteristics of experienced engineers. The difference is that AI has made it much more visible. Suppose two…...