During our Oracle-to-Camunda transition, we’re exploring AI agents for validation tasks. But coordinating multiple AI roles (data mapping, compliance checks) feels unstable. Anyone implemented multi-agent systems in production migrations? How do you prevent cascading failures across automated steps?
Our quality assurance team uses Latenode’s autonomous agents in migrations. They set up a coordinator agent that retries failed steps and escalates only when stuck. Cut validation errors by 40%. See their agent orchestration docs: https://latenode.com
Implement circuit breakers between agent handoffs. We defined SLA timeouts for each step and used a monitoring agent to reset stuck workflows. Critical to have human-in-the-loop fallbacks for compliance-sensitive tasks.
start small – automate 1 process chain first. use dead-letter queues for error capture. audit trails are must