Thanks! Hard to make a comparison to Cleric since their site doesn't really have any features or a demo. Onegrep is a fellow YC company, and we love what they're building! They seem to be more focused on workflows and pulling together context (also a very important problem in the space), we we've put more of a focus on root causing infra issues specifically. Resolve seems to come from the same category as Temporal, which are more traditional automation platforms. These end up being somewhat rigid tools in that you have to very explicitly define each step and they require a certain level of CI/CD or monitoring sophistication to be useful. Using LLMs allows us to relax these requirements and follow workflows like an actual engineer would.

I haven't heard of Beeps and can't find it, could you share the URL?