ai, ai-agent, design-systems

Building a Multi-Agent OS: Key Design Decisions That Matter

IntroductionMost agent systems start at the top layer: a model, a persona, a tool list, and an orchestration wrapper. That works for demos. It does not hold up in production. State ends up split across conversations, approval logic hides inside prompts…