# Articles tagged "Playwright"

Alex Cloudstar, senior full-stack developer (https://alexcloudstar.com/)

1 article.

- [Stop Letting Browser Agents Improvise Every Click. Use AI to Heal Playwright Instead.](https://alexcloudstar.com/blog/self-healing-playwright-ai-browser-automation-2026/): The best browser agent architecture is usually not an agent driving every step. It is a deterministic Playwright workflow that uses AI only when the page changes or the script fails. That keeps normal runs cheap and debuggable while still giving you a way through the web’s inevitable mess.