regarding the puppeteer issue in the production

[Hamza-Rauf-SE]

I have used both Puppeteer and Playwright automation tools in production environments. Since Puppeteer requires a browser instance to run, it poses limitations when deployed on rendering services or managed platforms that restrict system-level dependencies—Puppeteer won't function properly in those scenarios because it depends on system-level configurations rather than project-level ones.

That said, Puppeteer can be used in AWS Lambda functions with proper setup. For virtual machines like AWS EC2 (especially on Linux), you need to install Puppeteer's required system-level dependencies. Once those are in place, your code should run without issues.

Cheers, and good luck!

Additionally, I’m currently working on scaling a real-time Upwork job notification system, integrating AI features such as AI-generated cover letters/proposals and an auto-apply mechanism. This system uses Puppeteer in stealth mode and leverages affordable proxy service providers to ensure smooth operation and avoid detection.

[teyim]

Hi @Hamza-Rauf-SE , thanks alot for your feedback, and insight..

[teyim]

Will try out the above mentioned deployment options...