Post

The OpenTelemetry Profiles Signal is now in Alpha 🚀 This is a big step towards making Continuous Profiling in production available to the whole industry. And given the rise of AI coding, this couldn't come at a better moment in time ... 🧵

Profiles (unlike logs, metrics and traces) are directly linked to code. Florian Lehner and I demonstrated this at KubeCon by using profiling to root cause an incident caused by a coding agent. But the reverse works too: agents can use profiles to troubleshoot or optimize code.

0 reposts2 likes

This is such an underrated point. Profiles are one of the few artifacts agents can use that stay grounded in actual runtime behavior instead of just plausible code reasoning. Great bridge between observability and agent workflows.

I need to watch the presentation, so excuse me if this was addressed. After looking into the profiles format I am not sure what backing store will do a good job of ingesting these at reasonable scale. TSDBs are out, are we looking at wide col DBs as generic solutions? Plus vendor specific solutions?