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https://www.zebrium.com/blog/how-cisco-uses-zebrium-ml-to-an...

https://www.zebrium.com/blog/how-cisco-uses-zebrium-ml-to-analyze-logs-for-root-cause Disclosure: I’m one of the co-founders behind the ML mentioned here. However the results in th…

appreciate your comment - spot on!

good point. This is the unfiltered response from the GPT-3 prompt, and the phrase "root cause" is a bit of an overstatement by GPT-3. However the collection of log events that are …

fair point, but this blog and your comment is about a summary sentence. if you read through to how the underlying log reports are constructed, those are very accurate (and also qui…

Right - we will consume alerts from other tools. I see your point about consolidating collection. We'll look for opportunities like this if we can. For now, we do try to make it ea…

Hi paridso, we tackle the problem at a more foundational level. AIops tools are designed to speed up resolution and reduce noise, but they act on a feed of alerts/incidents. So in …

hi gingerlime, thank you. One thing we're working on is taking an incident signal from other tools and augmenting it with an incident report. We're starting with PagerDuty and Slac…

:) founder here: well, if there is a runbook for a known failure, we can trigger it via webhook. But auto-remediation for a previously unknown failure is of course a much different…

founder here: you certainly can. Our goal is to minimize this need for you, but any team with experience already has some problem signatures/alerts for known issues, and we've trie…

csears, founder here - could not agree more with your comments. 1. we learnt early to make user feedback easy (and immediately actionable) - they can quickly "like", "mute" and "sp…

Hi, one of the founders here: The service is designed to not require specific data models, because that does not scale, nor does it keep up with changes in application behavior. In…

and although this isn't quite answering your question about unknown/unknowns, this open source project lets you inject failure modes using a chaos tool (litmus) on your own app. We…

Hi, these 2 blogs list some scenarios. The first has more details because we replicated these in house and can share full details: https://www.zebrium.com/blog/is-autonomous-monito…

thanks Samdung. Appreciate it, and any feedback once you try it.

Co-founder here. Understand your concern and perspective Brad. In the near term this is a SaaS offering, so the best we can do to address these concerns is to offer strong security…