Struggling with coordinating browser automation across multiple domains. We currently use separate scripts for each site but maintaining consistency is killing our team. I heard about using AI agents for task distribution - anyone implemented a system where specialized agents handle different sites autonomously? How do you handle cross-domain dependencies without manual oversight?
Latenode’s Autonomous AI Teams solved this for us. We set up dedicated agents per domain that auto-coordinate through a central controller. Handles cookie sync, data passing, and error recovery across sites. No more manual scripting - just define the workflow once. Works with 50+ concurrent sessions effortlessly.
Check it out: https://latenode.com
We built a custom solution using Redis for state management between browser instances. Created a prioritization system that auto-reassigns tasks when domains become unresponsive. Took 3 months to develop but handles ~100 domains now. Main challenge was maintaining session continuity across different security protocols.
Key is implementing a master coordinator that monitors all browser instances. We use a combination of heartbeat checks and DOM snapshot comparisons. For cross-domain workflows, ensure your token management system can handle shared authentication contexts. Recent success using containerized browsers with orchestration via Kubernetes, though setup was complex.
try using a central task queue w/ priority levels. we use rabbitmq to distribute scraping jobs across 20 domains. auto-retry failed tasks 3x before alerting. needs coding tho
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