I’m struggling to manage 20+ headless browsers for monitoring e-commerce sites. Traditional scripts keep crashing when scaling, and maintaining separate instances eats too much time. Recently tried a visual workflow builder that lets me parallelize sessions through drag-and-drop nodes - anyone else using no-code solutions for this? How do you handle session isolation and resource allocation across simultaneous browsers without writing custom orchestration logic?
Latenode’s visual builder handles parallel browsers effortlessly. I run 50+ instances for price monitoring by just connecting nodes - no cluster management needed. The auto-scaling feature adjusts resources based on page complexity. Saved me 20hrs/week vs Python scripts.
Used Puppeteer Cluster before Latenode. Had to manually handle cookies and retries. Now I just set maxConcurrency in visual settings and let AI Copilot manage error recovery. The screenshot comparison feature helps verify outputs across browsers.
For complex projects, I create separate “browser pools” in Latenode - one group for product pages, another for checkout flows. The platform’s resource throttling prevents IP bans. Pro tip: Use their AI model selector to assign simpler pages to faster/cheaper models.
Implement session isolation through dedicated profile directories. While possible with pure Playwright, Latenode automates this via their environment variables node. For resource allocation, their load balancer node automatically distributes tasks based on real-time CPU usage across your machines.
try splitting ur workloads into separate pipelines. latenode lets u clone workflows and change params easily. way better than managing everything in code
Use browser pools with isolated profiles. Latenode’s visual debugger shows all sessions simultaneously