Building multi-agent systems feels great in a notebook, but production is a...

https://bizzmarkblog.com/the-reality-of-tool-calling-surviving-unpredictable-api-responses-in-production/

Building multi-agent systems feels great in a notebook, but production is a different beast. Once you move past simple orchestrator demos, the architectural headaches surface—especially when you’re fighting strict latency budgets