Designing AI-ready observability for apps, infra, CI, and LLMs
Many teams dump raw logs into a single backend and hope AI can make sense of it. Ryan Tsui, CTO at airCloset, explains why that approach fails—and how he reshaped four observability surfaces for AI consumption.