TLDR Braintrust focuses on evaluation infrastructure for AI applications, but teams building production multi-agent systems increasingly require platforms covering the full development lifecycle. Maxim AI provides end-to-end tooling spanning experimentation, agent simulation, evaluation, and production observability, with cross-functional workflows enabling both engineering and product teams to work independently. This guide