With the whole AI hype going on, it's interesting to see how companies are trying to find an application for AI in their products.
Sometimes it's just pure hype, in my opinion. There are some
"AI-powered" tools that existed just fine without AI. However, I personally see three major areas for AI (LLMs to be precise) in the operational field:
- Taking over some boring tasks like writing some Bash, Makefiles and so on.
- Observability: basically explaining alerts to humans and suggest possible solutions. Perhaps, even apply those suggestions.
- Knowledge management. LLM can answer reoccurring questions instead of a support person. You can even try to teach a model based on your internal documentation and so on.
And here are some practical implementations in some of those areas:
- GitLab’s new security feature uses AI to explain vulnerabilities to developers
- Pulumi AI that writes IaC for you.
P.S. The news about GitLab came from our chat. So, if you have any interesting news to share, do not hesitate to join!
#ai #gitlab #pulumi #iac
Sometimes it's just pure hype, in my opinion. There are some
"AI-powered" tools that existed just fine without AI. However, I personally see three major areas for AI (LLMs to be precise) in the operational field:
- Taking over some boring tasks like writing some Bash, Makefiles and so on.
- Observability: basically explaining alerts to humans and suggest possible solutions. Perhaps, even apply those suggestions.
- Knowledge management. LLM can answer reoccurring questions instead of a support person. You can even try to teach a model based on your internal documentation and so on.
And here are some practical implementations in some of those areas:
- GitLab’s new security feature uses AI to explain vulnerabilities to developers
- Pulumi AI that writes IaC for you.
P.S. The news about GitLab came from our chat. So, if you have any interesting news to share, do not hesitate to join!
#ai #gitlab #pulumi #iac
TechCrunch
GitLab’s new security feature uses AI to explain vulnerabilities to developers
Developer platform GitLab today announced a new AI-driven security feature that uses a large language model to explain potential vulnerabilities to developers, with plans to expand this to automatically resolve these vulnerabilities using AI in the future.
Friday is a great day to listen to our latest voice chat!
This time we have discussed what would be the next big thing in operations. And of course, the whole conversation was very AI focused.
You can find the latest episode on:
- YouTube
- Spotify
- Apple Podcasts
- Google Podcasts
#voice_chat #ai
This time we have discussed what would be the next big thing in operations. And of course, the whole conversation was very AI focused.
You can find the latest episode on:
- YouTube
- Spotify
- Apple Podcasts
- Google Podcasts
#voice_chat #ai
YouTube
What would be the next big thing in Operations?
В цьому епізоді фантазуємо на тему того, що буде наступним великим зсувом в operatinos після cloud і kubernetes.
Ну і очевидно, все звелось до обговорення AI.
Матеріали, що згадуються у випуску:
- https://github.com/gpt-engineer-org/gpt-engineer
- htt…
Ну і очевидно, все звелось до обговорення AI.
Матеріали, що згадуються у випуску:
- https://github.com/gpt-engineer-org/gpt-engineer
- htt…
AI, AI everywhere…
… we could say after checking Ben Evans's presentation, where he's exploring macro and strategic trends in the tech industry for 2024.
Or we can say that it's still too early and error-prone. Or that we are not sure what we want and what possibilities it provides.
In any case, that is a good analytic, so take your time if you'd like to understand the current state of AI and its near future.
https://www.ben-evans.com/presentations
#ai
… we could say after checking Ben Evans's presentation, where he's exploring macro and strategic trends in the tech industry for 2024.
Or we can say that it's still too early and error-prone. Or that we are not sure what we want and what possibilities it provides.
In any case, that is a good analytic, so take your time if you'd like to understand the current state of AI and its near future.
https://www.ben-evans.com/presentations
#ai
