Software Development

20+ min ago   (410+ words) This series is written in the open, from a real production system. This chapter tours the domain logic: the invoice lifecycle, the tax waterfall, and the exports accountants actually want. [All chapters and diagrams live in the public repo.] The…...

22+ min ago   (380+ words) The MikroTrick exploitation chain required one precondition to work at scale: a router whose SSH service was reachable from the internet. Measuring how many RouterOS devices meet that condition turns a vendor advisory into a concrete exposure estimate. A ZoomEye…...

14+ min ago   (845+ words) The new model is out. The benchmarks look great. Your provider has already scheduled the sunset date for the one you are running. So you swap the model ID, run a few requests, see nothing obviously broken, and ship. I…...

27+ min ago   (280+ words) US inference providers can serve Moonshot AI's massive open-weights model at a fraction of the cost thanks to superior GPU hardware Kimi K3 is not a small model. Released by Moonshot AI on July 27, 2026, it packs 2.8 trillion parameters into a Mixture-of-Experts…...

34+ min ago   (960+ words) One-line summary: A decision API wins when you have no labels; a small trained encoder wins when you have a few hundred — and which one wins on a given task is decided by the shape of the task, not by…...

37+ min ago   (783+ words) The uncomfortable part of a failed payment flow is not always the error. Sometimes the function returns an error and the database still keeps half of the work. That is the failure Lab 03 demonstrates. A payment is inserted. The order…...

28+ min ago   (1088+ words) When people work with maps, latitude and longitude are often treated as the final result. You search for a place, get a pair of coordinates, and the task seems complete. But in practice, coordinates are rarely the final answer. They…...

33+ min ago   (497+ words) Somewhere in the last decade, "end-to-end encrypted" stopped meaning anything. So we did something that felt commercially reckless: we labelled every single claim on the site as one of three things. Implemented — it's in the current build, testable by anyone…...

37+ min ago   (582+ words) AI can write code faster than ever. But there's a problem. Writing code and solving problems are not the same skill. In 2026, tools like AI coding assistants can generate functions, explain errors, suggest optimizations, and even help us build entire…...

33+ min ago   (95+ words) To profile this app: This workflow helps reveal where the most time is spent, allowing targeted optimization. Performance tuning and profiling are not one-time tasks but ongoing practices integral to software development. They require careful measurement, analysis, and refinement to…...