Blog
AI automation, vibe coding, SaaS, MVPs and browser automation — written from real projects, not theory.
Functions are the containers that turn a pile of action blocks into a real program. How they work in BAS, why they take parameters and return results, and how they scale across threads.
Read ArticleModules are the boxes that hold everything BAS can do. Here is the LEGO mental model, the action-block → function → module hierarchy, and the core vs additional split.
Read ArticleBAS moves the cursor along a real trajectory shaped by three parameters — speed, gravity and deviation. How to tune them for raw performance or for passing behavioral bot detection.
Read ArticleThe mental model that makes Browser Automation Studio click: its four structural layers, and the two ways it talks to websites — when to render a browser and when to go raw HTTP.
Read ArticleCanvas fingerprinting tracks you even after you clear cookies. Here is why noise-based spoofing fails and how PerfectCanvas defeats it with real GPU renders.
Read ArticleA practical catalogue of what Browser Automation Studio actually builds — from auto-registration and parsers to checkers, mailers, monitors and desktop/Android automators.
Read ArticleA practical framework for turning a raw idea into a testable AI MVP in one month: scope cuts, architecture choices and the launch checklist I use on client projects.
Read ArticleWhat vibe coding really means in production work: where AI-driven development shines, where it fails, and the discipline that separates working products from demo videos.
Read ArticleAn honest guide to Browser Automation Studio: what BAS does well, where its limits are, and which business tasks it automates profitably.
Read ArticleNot every process deserves automation. Here is how to pick the first five that pay for themselves in weeks — and the three traps that burn budgets.
Read ArticleThe architecture decisions that let one person build, run and scale a SaaS product — and the fashionable choices that quietly kill solo projects.
Read ArticleSkip months of uncertainty. Get a clear architecture, a working MVP and a system you can test, sell and scale.