Pavel Duglas creates AI systems, MVPs, SaaS services, parsers and automation systems from idea to working product.https://pavelduglas.com/enhttps://pavelduglas.com/en/blog/bas-functions-explained/https://pavelduglas.com/en/blog/bas-functions-explained/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.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationfunctionsarchitecturerpahello@pavelduglas.comhttps://pavelduglas.com/en/blog/bas-modules-explained/https://pavelduglas.com/en/blog/bas-modules-explained/Modules 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.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationmodulesarchitecturerpahello@pavelduglas.comhttps://pavelduglas.com/en/blog/bas-mouse-movement/https://pavelduglas.com/en/blog/bas-mouse-movement/BAS 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.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationanti-detectmousebehaviorhello@pavelduglas.comhttps://pavelduglas.com/en/blog/bas-structure-and-interaction-types/https://pavelduglas.com/en/blog/bas-structure-and-interaction-types/The 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.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationhttp-clientarchitecturerpahello@pavelduglas.comhttps://pavelduglas.com/en/blog/perfectcanvas-canvas-fingerprinting/https://pavelduglas.com/en/blog/perfectcanvas-canvas-fingerprinting/Canvas fingerprinting tracks you even after you clear cookies. Here is why noise-based spoofing fails and how PerfectCanvas defeats it with real GPU renders.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasfingerprintanti-detectcanvasbrowser-automationhello@pavelduglas.comhttps://pavelduglas.com/en/blog/what-you-can-build-with-bas/https://pavelduglas.com/en/blog/what-you-can-build-with-bas/A practical catalogue of what Browser Automation Studio actually builds — from auto-registration and parsers to checkers, mailers, monitors and desktop/Android automators.Sun, 28 Jun 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationbotsrpause-caseshello@pavelduglas.comhttps://pavelduglas.com/en/blog/ai-mvp-in-30-days/https://pavelduglas.com/en/blog/ai-mvp-in-30-days/A 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.Thu, 28 May 2026 00:00:00 GMTMVP Developmentai-mvpvalidationstartupproduct-strategyhello@pavelduglas.comhttps://pavelduglas.com/en/blog/what-is-vibe-coding/https://pavelduglas.com/en/blog/what-is-vibe-coding/What 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.Tue, 12 May 2026 00:00:00 GMTVibe Codingvibe-codingcursorai-developmentworkflowhello@pavelduglas.comhttps://pavelduglas.com/en/blog/browser-automation-studio-guide/https://pavelduglas.com/en/blog/browser-automation-studio-guide/An honest guide to Browser Automation Studio: what BAS does well, where its limits are, and which business tasks it automates profitably.Mon, 20 Apr 2026 00:00:00 GMTBrowser Automation Studiobasbrowser-automationrpabotshello@pavelduglas.comhttps://pavelduglas.com/en/blog/processes-to-automate-first/https://pavelduglas.com/en/blog/processes-to-automate-first/Not 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.Mon, 30 Mar 2026 00:00:00 GMTAI Automationautomationbusiness-processesroiai-agentshello@pavelduglas.comhttps://pavelduglas.com/en/blog/saas-architecture-solo-founders/https://pavelduglas.com/en/blog/saas-architecture-solo-founders/The architecture decisions that let one person build, run and scale a SaaS product — and the fashionable choices that quietly kill solo projects.Thu, 05 Mar 2026 00:00:00 GMTSaaS Developmentsaasarchitecturesolo-founderindie-hackinghello@pavelduglas.com