Arize Phoenix
Notebook-first observability with clustering that surfaces failure modes you did not think to test.
Phoenix runs locally in a notebook, traces your application and clusters similar failures together. The clustering is genuinely useful: it points at the two or three prompt or retrieval bugs behind most bad outputs.
Best for: Local debugging and failure-mode discovery
Deploy: Self-hostable