Disclosed upfront: I run [Tickerr dot ai], an independent external monitor for AI APIs. Today it tracks latency, TTFT, uptime, and error rates across major models. I’m trying to validate a more specific idea before building too much. Basic transport he…

Following up on a thread I posted yesterday about how developers detect LLM API degradation. The responses were useful enough that I want to validate a specific idea. It is a 3 layer independent alert service: Layer 1: Transport health alerts: Independ…

Asking to developers and power users, as a genuine research question. If you are building on top of multiple LLM APIs or even a single one amongst OpenAI, Claude, Gemini, etc. what do you do when the API starts degrading (slow TTFT, elevated error rate…