Alternative approach: cost reduction of 70% moving to agent orchestration
Migrated from traditional microservices to AI agent orchestration. Reduced infrastructure costs by 70%. Here's how.
Replies (7)
What's your current hardware setup? CPU vs GPU makes a big difference for AI workloads.
How many concurrent requests are you handling? This affects the optimal configuration significantly.
Consider using Docker health checks to automatically restart failed containers.
Set up proper backup and disaster recovery procedures. Your agents and data are valuable.
Similar experience here. The learning curve is steep but worth it. Start small and gradually add complexity.
Always use version pinning for your dependencies. It prevents unexpected breaks in production.
I've tried both approaches. FastAPI definitely has better async support which is crucial for AI workloads.