SnapPoint: A Hard Reset for Your Dev Machine

Most developer machines are not clean. They just look clean. At some point, every dev laptop turns into a dumping ground. You install tools to follow a blog post. You try a framework for a weekend. You switch jobs and inherit a new stack. You uninstall things, but only halfway. Binaries stick around. Config files … Read more

5+ Crypto ‘Firsts’ You Should Know: From the First Exchange to the First DAG

The crypto industry is now worth trillions, but Rome wasn’t built in a day. Over the years, many developers, enthusiasts, and users of all kinds and places have put their own blocks to raise this bright skyscraper. We’ve crossed some huge milestones, sometimes through careful planning, sometimes through happy accidents, and often through bold experiments. … Read more

Probabilistic Learning on Spheres: von Mises-Fisher, Spherical Cauchy, and Bingham Distributions

Table of Links Abstract and 1. Introduction Some recent trends in theoretical ML 2.1 Deep Learning via continuous-time controlled dynamical system 2.2 Probabilistic modeling and inference in DL 2.3 Deep Learning in non-Euclidean spaces 2.4 Physics Informed ML Kuramoto model 3.1 Kuramoto models from the geometric point of view 3.2 Hyperbolic geometry of Kuramoto ensembles … Read more

The AI Arms Race (Offense vs Defense)

Check Point’s Cyber Security Report 2026 shows 70% increase in cyber attacks since 2023. 60% of executives reported their organizations faced AI-powered attacks, but only 7% had deployed AI defenses at scale. Moody’s 2026 cyber outlook warns that AI-related threats will “become more prevalent and pronounced”

The HTML Partial Trap: Why HTMX is Only Half the Story

Introduction: The Hypermedia Renaissance We are living in the middle of a hypermedia renaissance. Frameworks like HTMX have correctly identified that the “Single Page Application” (SPA) model often introduces unnecessary complexity, pushing developers to manage state in two places and build expensive APIs for what should be simple UI updates. The core premise of HTMX … Read more