Top 4 AI Tools for Engineers that are ACTUALLY useful
ฝัง
- เผยแพร่เมื่อ 10 ก.ค. 2024
- Learn about useful AI tools in DevOps and Cloud to speed up coding, optimize cloud costs or drastically improve your monitoring and security systems
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#ai #aitools #techworldwithnana
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AI is the hottest topic right now. And AI tools are being developed for all areas, including different IT fields. And since you are on the TechWorld with Nana channel, we will be talking about the AI tools specifically for DevOps and Cloud use cases.
To make it more interesting and valuable for you, I decided to focus on categories of AI tools, like monitoring, security instead of just comparing random or most popular AI tools.
Plus I’m gonna give you my honest experience of using these tools in my actual DevOps projects and explain why I’m not the biggest fan of AI tools right now.
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▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
00:00 - Intro and Overview
01:42 - Our AI Expectations - Status of AI Tools
04:19 - 1st: AI Code Assistants - AI Code Editor
07:25 - 2nd: AI powered Monitoring
12:05 - 3rd: AI powered Security
15:26 - 4th: AI powered Cloud Optimization
17:10 - My personal opinion on AI tools (currently!)
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What other AI tools do you know, that are useful for DevOps and Cloud specifically?🤔 Share them below for the whole community to exchange the experience with each other 👍
⬇ Download DevOps Roadmap for free: bit.ly/3L8ib3x
Anaconda AI assistant is also good. Very useful when building ML stuff
@TechWorldwithNana! Thank you for excellent support and services for the DevOps community! Just a request, please make two playlist in near future such as Golang for DevOps Engineer, and MLOps for DevOps Engineer. Again, thank you so much for your contributions and teching! 😊
- 1:43 ⚙ DevOps principles focus on automation and efficiency, and AI tools aim to handle repetitive tasks.
- 2:30 🤔 Most AI tools aren't yet mature enough to be fully automated; they still require human validation.
- 4:19 💻 AI code assistants help with writing and refactoring code, but their outputs often need validation.
- 7:25 🔍 AI-powered monitoring tools, like DataDog's Watchdog, analyze data to proactively identify and resolve issues.
- 10:09 🚀 TeamCity pipelines optimize developer productivity by providing intelligent suggestions for pipeline configuration.
- 12:07 🔒 AI security tools, like Sysdig, identify and fix security vulnerabilities in complex systems.
- 15:27 ☁ AI cloud optimization tools manage cloud resources efficiently and help save costs.
- 17:10 🤖 Current AI tools aren't fully capable of replacing human expertise but can significantly enhance productivity in specific tasks like monitoring and security.
Excellent job with the video! I’m actually using one of your videos from 1 year ago to review K8. Appreciate your hard work 👏👏
I wish the companies would be more transparent about their pricing models. Some of them will not tell you the costs until you become a lead for their sales sharks
Your content over my head as far as my job application but your videos help me push to get better in all realms. No sad heart I'm subscribed😂😂😂! Love ya Nana! And Thank you so much, as the effort you put in your tutorials is obvious to me.
Hey Nana i'm a big fan of your quality content as it's helps alot and very to the point. I wanna request a vedio on AWS EKS with all needed aws services (CICD, AWS Load Balancer, VPC settings and other ) using AWS CDK and also tell us the Best Practices that we should consider. Thanks @TechWorldwithNana
Very interesting. Thank you Nana
I think it's time for you to teach us MLOps. We don't know how to implement devops practices for machine learning applications. Like kubeflow we can use it as cicd for ML applications. It would be great if you create one course on MLOps. Thanks Nana
Thank for this wonderful video❤
I've been using Codeium, which is more code focused and helps a lot on refactoring and documenting.
Thank you so match! Any thoughts about Amazon Q?
Any AI that can look up and read the documentations is what I need.
Planning on releasing a Go course?
Thank you.
Please make a video on a project that cover all software lifecycle steps.
Hey Nana, would have been cool if you had covered other tools as well such as Dynatrace who pioneered AiOps and have been using machine learning for causation and prediction for over 15 years now...
Thanks.
the diff between a junior engineer and a senior engineer is devOps. Thanks Nana
Agreed 💯
you mentioned I can comment about anything, this comment is about a different video but I am going to post it anyway, you have couple of videos on Kubernetes and most of them really good but they are not for beginners, beginners I mean they are missing some of the stuff where an absolute beginners would struggle for example its missing downloading part and very basic configuration for downloading and setting up
Hello please tell me.
I worked as a software engineer for a few years. In Recession time i lost my it job. After i joined non-it their salary is linked to my existing pf account. Now I want to join the software again. Now getting any pf account problem. Please give me any solution to my problem.
i subscribed
Please make a video on NGINX...
please please please....
Thanks for your suggestion, will definitely consider it. What would you like to see in the video?
If I needed to know something about NGINX if definitely go around harassing content creators to make me a custom video about it.
@@TechWorldwithNana I would like to know what is nginx, why do we need it, nginx as load banalncer, basic nginx commands, setting up ssl certificate in nginx, why do we use use nginx with gunicorn(if it's fits with this context)
Thanks in advance
Curious if nginx is needed as load balancer when cloud provides scalable load balancing...
@@zamplify😂😂
Another problem I’m seeing is expert syndrome. Now if you don’t even understand the concept or code you can copy paste code and explanation from ChatGPT and easily show expertise.
I don’t know where this revolution will lead us to. But if I compare to the past with RAD, rapid application development, that movement produced lot of bad applications. Let’s see 😅
Tech with nanny
👍🏻
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Made it all
Hi Nana, I checked your videos, I am not able to find videos on R for data science. Can you prepare a complete tutorial on R? I like the way you present your lessons.
please provide project tutorial which can we use in CV as DevOps fresher
Hi Nana, could you do an exclusive on building, pushing and deploying .NET application in AWS ECS with Github actions.
please make a video for .net microservices whole deployment process in aws fargate (EKS) with monitoring
❤
yes dear
i am totally agree with you.
AI gives us on our request but did not work as we want or arise an error but these code are very useful for one how can edit the codes and make it useful for his/her work
Ai is so overhyped. It still cant do most simple things
Oh shit dude, should i tell all my ansible bash and powershell scripts i cocreated with ai that they dont work?
You're using it wrong 😆
Yeah, you are doing it wrong. It's scary good and I'm a 25+ year engineer.
@@DanielBowneBut it is because you are experienced and can judge the suggestions from the A.I tools that you are able to use them. A junior dev who doesn’t understand what the commands actually do will most likely copy and paste blindly and not actually learn very much, because learning involves rubbing your head against problems for an extended time, not getting a result instantly.
Garbage in, garbage out is my first kneejerk reaction. :)
But a more nuanced response is no. It cannot.
But from a different angle, it is a game-changing enhancement mod for the human brain.
It effectively is like the brain’s supercharger.
Or perhaps more aptly, the brain’s jackhammer. Capable of making previously monumental tasks seem much more manageable with its help.
But if you don’t know what to do, it cannot help you.
So said more tongue-in-cheek. Garbage in, garbage out.
Clear instructions in with expectation of a discourse? Incredibly enabled results out and a shared clarity of understanding.
First !!!
Sysdig is AI enabled 😂
AI is over hyper-rated - it will create chaos & ambiguity. It is like advanced Google search wih different result for different people but for same problem. People will realize its downside soon 😊
Hi Nana, too high level, this is like big company advertisement not so helpful.