March 08, 2026 • Infrastructure
Scaling Headless Automation: Puppeteer vs. Playwright
When bypassing traditional SMTP limits, relying strictly on standard API endpoints often leads to aggressive rate-limiting. To solve this, our v2.0 routing engine leverages headless browser automation to simulate legitimate webmail interface sessions.
Initially, we deployed Puppeteer for our Node.js automation nodes. However, as our queues scaled past 1 million daily requests, memory leaks in Chromium instances caused worker node crashes. We recently migrated our core engine to Playwright. Playwright's persistent context management and native support for modifying HTTP headers on the fly allowed us to drastically reduce CPU overhead while easily injecting custom user-agent strings.
const page = await context.newPage();
await page.goto('https://mail.google.com');
By pairing Playwright with our automated OAuth token refresh cycles, we achieved a 99.9% success rate in programmatic routing without triggering security flags.