ChatGPT Tutorial - Use ChatGPT for DevOps tasks to 10x Your Productivity
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- Опубликовано: 11 июн 2024
- ChatGPT Tutorial for DevOps - What is ChatGPT? How to use ChatGPT? My opinion on whether ChatGPT will replace engineers
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I'm sure you have all heard of ChatGPT by now. It has become a buzzword within days of its release and professionals in all fields, especially in high skilled areas like lawyers, doctors, engineers are questioning whether such AI can actually replace them and work.
So in this video I want to talk about what ChatGPT is and how it even popped up, talk a bit about the organization behind GPT called "OpenAI", which has already created many other machine learning models besides Chat GPT and also explain technically about all that.
And then we'll dive in and actually put ChatGPT to use for some DevOps related tasks.
I really want to see how it can help in generating configuration code for building DevOps processes or different parts of those processes and how well it knows different DevOps technologies, but not just some shallow examples or boilerplate code that I can get from official documentation, but instead also try more fine-tuning and small optimizations in that configuration code.
We're also going to check out an open source command line tool that is built on top of ChatGPT and was specifically created for engineers to generate infrastructure as code templates and more and finally we'll talk about the impact of ChatGPT, the quality and usefulness of such a tool for engineers and whether it will really replace the engineers and to what extent you should be concerned.
▬▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬▬
00:00 - Intro and Overview
01:39 - What is ChatGPT, Who developed ChatGPT
06:45 - Sign Up on ChatGPT
09:23 - Create Dockerfile for Node.js app using ChatGPT
22:13 - Create Kubernetes manifest file using ChatGPT
35:06 - Create CI/CD pipeline code using ChatGPT
50:06 - Convert Jenkinsfile into GitLab CI config file
53:53 - Tools built on top of OpenAI's API
55:01 - AIaC demo - CLI tool for DevOps
01:01:00 - My opinion on ChatGPT & whether ChatGPT will replace engineers
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Hope this video was helpful! What are your thoughts on AI and ChatGPT specifically? Did you already use it at work? 🤔
It's the wrong tool for me.
It would help, if I can copy&paste my error output and all Systeminformation, and it tells me the best way to fix this. But I would never put my systeminformation in the public cloud, so there must be a way to download the GPT-model
How are you supposed to trust the output as Junior Engineer? How are you supposed to come up with the exact directives if you are a Junior Engineer who doesn't know what the output should exactly look like? Wouldn't you go back to googling and online documentation and copy pasting from Stackoverflow examples with many upvotes that actually "just work" and give up on ChatGPT if you are a Junior Engineer?
It is helpful indeed also because it show the limits of the GTP-3 model. As always tks
Generating bootstrap template boilerplate code already done by VSCode and spring-boot starter. I do like that ChatGPT breaks down the code snippets and explains it pretty well.
I'm not being creepy but you're beautiful 😍
Thank you very much for this video. One thing, I really liked was that you not only got impressed by the results but also rigorously assessed them pointing to its strength and weaknesses. Unfortunately, I too often miss this crucial step: People just start getting impressed or even intimated by one or two responses to their prompts but do not really reflect the returned result. Assessing AI this way will leave humans being „overfitted“ to AI capabilities: Thinking AI is able to do what it actually cannot do. Now, because the model might and will return wrong answers, or at least results that have to be revised, the user must have to some extent a deeper understanding of the topic. The user does not have to know every detail but the user will have to know, what she/he is looking for.
The way you taught people using this service is actually the one a consider myself to be the right way. Thank you very much again!
ChatGPT is nice and all, but can't really replace the actual knowledge one requires to do things with confidence. Or at least not yet. It is sure helpful, but it can get a lot of things wrong so you need to understand what is happening before implementing what it suggests. Feels like the classic copy from Stackoverflow to prod mechanism, but on steroids. Some of the comments are terrifying.
Nana you are an amazing creator and engineer.
For myself, I started in the 1990s in IT. I've been an AS/400 system admin, PC / AS/400 PC support, NT admin, Windows and Novell server admin, IT manager, etc. In all cases I always knew I wasn't adept, or even having the aptitude in the code, or scripting areas. I watched powershell land and I never took to it as some do, in the same way I didn't take to bash. Not that I can't hack basic things together - but simply know its not an area of strength *or interest*. None of this stopped me being a reasonble tech/admin/manager, but its certainly a road block to being near or in that upper 5% peer area which I clearly understand.
ChatGPT for me, closes a gap that exists. Brutally, I now use it akin to having my own Powersheller (Its an example) on staff. Same applies for delving into areas where I know what I want, but don't actually have the depth background skill. Need to knock up a docker config file for building a docker on debian, for a specific docker - I can get ChatGPT to gen the config. In all cases, its not that I could not put my head in a book for hours or days and get it done, but more that I don't want to do that. I've never really wanted to do that.
What this is changing - and this is only my opinion - is its taking computers in the old style - where a human has to gather up all the variables for the computation, and the computer carries out the last step, to converting the system into - 'I want these variables gathered, I have these goals, and need this output' and hit go - and the AI generates the rounded answer.
I feel that if we had many of the historical computing greats sat here today, this would be akin to a eurika! moment where their original dreams are made manifest into computers they dreamed of.
There has always been a very high barrier - sadly not realised by people who have the greater aptitude and background and talent where use of computers was limited in various ways - this tech feels like an empowering moment where computers take on an entirely new level of usable capability. I was around during the original shift when google landed. It wasn't overnight that we gave up on the huge chunky books, but it was a very fast shift to the internet once the tech hit a certain point. I feel that now with AI. GPT3 >>> events are I think going to change everything. And it may I think be an equal change to that of the internet in size and scale.
Thank you for your content and work.
Thank you for sharing your valuable view on it!
Impressive! I have a similar background. I started off my IT career using AS/400’s as well. I am currently a DevOps/Data Engineer.
I have been writing small, specific functional code in several languages for 40 years starting with a TI-99a and if you asked me to, I wouldn't even be able to type out the proper syntax for the loops I use. Why should I use my cognitive load for such mundane things? I've been cutting and pasting my own past work and the work of others on StackOverflow to accomplish my goals for years now. To me, ChatGPT's ability to create code is no different. It doesn't 'know' how to code either. It's just really fast at presenting what it cuts 'n pastes from the massive amount of examples it has ingested. I read somewhere that it presents only what's probable and not what's possible. I think that's important to remember. It presents a massive 'average'. If the learner's knowledge is below average, they will be amazed. If the learner is above average, they will be somewhat disappointed.
This month I joined company as junior DevOps Engineer and I'm using this chatGPT to learn and complete the tasks, Thanks for making detailed video on this very informative 😀
Thanks for sharing and happy it's useful for you :) All the best for your new job!
Hello
@@TechWorldwithNana Thanks Nana
Become a good Devops engineer and not a Script Kiddie!
Okay thanks
This is great. This can take the chore out of the parts of coding where you need to dig through the documentation to figure out all the the boiler plate and give us more time to spend doing the more interesting things.
Great explanation, Nana! Thank you for putting this together!
We are currently missing DevOps on our team so we fed chatGPT our docker-compose, nginx config etc. He understood that we have a rails backend and a Nextjs frontend. I then asked him how to setup the proxy pass for websockets for Nextjs. He gave the precise code. Saved me a lot of time, especially when DevOps is not my field of expertise.
Nice! 😀 Thanks for sharing!
You are referring to ChatGPT as 'he'
Doing this, you getting started to become DevOps by experience who is using chatGPT as a tool to help you, and now your team has DevOps, and that's you :)
him? that's creepy
Ask chatgpt if it feels offended by referring to with ‘he’.
You need to understand the response that the tool gives you before having just something “working”
Awesome as always! I really enjoy to watch your videos. I learned a lot from this one and be very thankful. Keep up your great work!
Great video Nana. Thanks for bringing some clarity to this. In the first 2 minutes.
I used chatGPT to help me understand writing for loops and output data to a max7219 multiplexed 8 digit 7 segment display. The speed chatGPT operates is amazing.
Edit:
Finished watching your great tutorial and installed the API on a headless pi4 I use to program the pi pico. AIaC currently requires go version 1.19 while APT repositories use version 1.15. Really neat, thanks.
Thanks Nana! This is what we've all been waiting for.
It's a great & detailed explanation especially on whether ChatGPT will replace engineers! I appreciate the effort you put into putting it together.
Thanks a lot Nana for making a video about this tool. Really helpful !!!
That was the best (complete) view about chatGPT so far. Thanks a lot!
The first thing i searched when I'm using chatgpt was reg devops pipelines docker file etc..finally people are on it now.
Thanks Nana. keep making it as a series with these kinda videos.
Nana you are helping a lot to the IT world. Keep it up. Thank you very very much
Everyone knew this topic was coming soon to DevOps channels all over RUclips. :)
I actually received so many messages asking whether it will replace engineers or my opinion on it, that I decided I might create a video instead of answering 100s of messages :D
Yes u are right
yes, coming soon :)
@@TechWorldwithNanaAnne Elizabeth Hunt
Thank you for putting this video, very interesting topic!
thank you nana. as a junior engineer, yes chatgpt helps me in researching and referencing code to my client's needs. however, not all designs are the same and every client requirement is unique, and my job is to come up with designs specific and tailor-fit for the client. you are right, chatgpt can help but it still needs info to better its answers, and dev engrs continuously create and develop, where this can be used as a tool to better how we code.
Thanks for creating this video Nana. Very intuitive and a better explanation of chatGPT
thank you ....i like how you easily explain complex things
Hi Nana. Before I watched your video I thought about the possible impact AI (and ChatGPT) would have on software engineers. I came to the conclusion that far from reducing engineer numbers, it could well increase them. Using AI, engineers will become far more productive which will lead to more products and services being produced growing the software and tech market even more. I see AI as a real growth factor for engineers as long as they continue to learn and use AI tools effectively.
I have the oposite outcomes. After 3-5 years every profession can be input to the system. Still working will be fraction of todays engneers. Will be like with horses and cars. I give them max 10years.
PS Number of professions "created" by the system will be covered easily.
@@piotrekmajkowski5422 I doubt chatgpt will ever create more complex code. It can help on trivial things like DevOps (just learned Ansible) but C++ with fast Multithreaded algorithm. No not at all.
Thanks so much Nana
thanks Nana for all the material you share ... really much appreciated :)
I asked it to solve some critical but simple mathematical problem like the difference between -3^2 and (-3)^2, it got the answer wrong by giving me the answer as 9 in both cases, instead of -9 & 9 respectively, this is a trick question and I told it that the answer was wrong and it apologized and resolved it and got the right answer.
I have also use it in programming to weigh it capabilities, just like you did with devops, it's pretty good in give base knowledge and configuration to work with, which is otherwise, things you would have search on the internet as you work, but more quickly and tailored to your need, unlike an ordinary search engine.
Here is my observations:
1) ChatGPT is a pretty awesome tool, that will be added to our range of tools to work faster and better.
2) It can help you learn more quickly, by fine tuning your request within the given context, better than an ordinary search engine like Google.
3) But the result is not entirely or 100% reliable to use at a go, it will require verification and assurance to accept that.
4) for an effective verification and acceptance, you need to know what you want and what you intend to expect, to know when it's going wrong.
5) For knowing the expected outcome, you need to be very knowledgeable in the field that you want to apply it on, so in a not shell it does not replace the expert, especially when the field gets very mathematical or technical, but can make you work better and faster.
6) it's an excellent broiler plate generator and provide a single communication point, within the context, without digressing very much.
In conclusion, I will say that it's a good starter tool for learning or for expert working on something, but not a replacement.
And also being that it's core machine learning algorithm, is mining on existing pre-trained information source like the web or any info source, the ability to generate a new idea is entirely is limited, so it's a good helper or assistance.
Your last remarks were spot on. Since I've started using Copilot I notice that coding is much more intense and much more tiring.
Great video, with great demos. I feel this video would be a great catalyst to think more and build some amazing solutions for day-to-day ops to reduce toils.
Thanks for posting this video
I was expecting a video on Chat GPT. You made it awesome 👌
Good job, I loved the level of detail you went into. I thought it was thorough. Thanks! Best wishes on future work
Ur chain ur wearing is so nice!!
great video! good coverage and examples of the overall tool.
This is very informative session Nina. I was about to check on RUclips instead of reading ton of documents. I saw your post on LinkedIn about this .
Thanks a lot Nana for this amazing video with a very detailed explanation on chatGPT, which is also an amazing tool.
Keep up the good work.
Thank you very much for this video. Your all videos are very informational and easy to understand !!!
Thanks for including English subtitles, I'm currently learning English and subtitles are very useful.
Thank for your video , amazing explanation. 🎉
Hello Nana. In the last two days I watched many of your series and I have to thank you for providing free ultra high quality content! your video series changed my life (at my computer and servers lab at home) 🙂THANK YOU
Wow happy to hear, hope you are already subscribed :D Thank you for sharing!
Hi Nana...love your video even though I'm new to this channel. Keep it up.
When ChatGPT appeared, I immediately thought of whether Nana had a video tutorial.
Sure enough, the first time to update, your video is great, thank you
The video is very informative, I liked the video and loved the sentence on your laptop "You are awesome, Nana", so true.🙂
Thank you for sharing this nice video, I found the information shared interesting, Nana.😊💖
N1 in youtube is TechWorld with Nana 🤯🤯🤯
ChatGPT alone is awesome for saving time on boilerplate work. The only thing its really missing for me is the ability to upload a file and ask for specific changes within that context. I think that's when we'll really start to see it become an invaluable tool for dev and infrastructure work.
Fantastic video!
Good for new learning and new era of technology.
Soooo Clever! Thanks!
Thankyou for valuable information Nana
Thank you so much
Thanks for this Video.
Thank you for sharing this nice video 👍
Good to see the ChatGPT video with suitable examples and with Nice catch-up
Really awesome examples!
thank you very much , the best one
Looking forward to more chatGPT related videos for DevOos!
Hi Nana, Thanks for sharing your amazing thoughts and take on the on ChatGPT. It is filled with alot of insightful stuff. Formulating and adapting request in a way that brings out the best output from this AI application has been one my greatest challenge and i am learning how this application works. It is also true that if you have little background knowledge subject matter you won't be able to appreciate the output from ChatGPT. I have also been able to use it to fill some knowledge gaps. Great vid.
Very very useful video and well-articulated about the brand new buzz word.
Luv this article
Thanks Nana on the technical stuff. I appreciated the analysis on the impact of AI and the future of how to use AI to help us. You are great.
What a pace...amazing...it's real quick to bring such value content on latest Tech...Appreciated ur hardwork
Thanks for your appreciation! It was really a lot of work and time pressure to get this out 😊
@@TechWorldwithNana Very well done and also appreciate ur team's effort...wish to see you reaching one million subscribers soon...
@techworldwithNana video is informative and ChatGPT has given me the various approaches to build for an usecase.
fantastico! ja deixei meu gostei!
Thank you Nana
Thanks for promoting me.I'm stronger day by day.stay with chatGPT.
Thanks for the knowledge drop
This is awesome Nana. This is scary.
Like before watching. Nana, you go along with trends )
Thanks Tigran! :)
great video
ძალიან კარგ და სასარგებლო ვიდეოებს წერ წარმატებები
Very Good video. Such an exciting development for Software Engineering.
i need this video thx .
Awesome video, Nana. It's evident that ChatGPT is transforming the way we code. Maybe you can do a part 2 of this video by copy pasting code from ChatGPT with an example node js project and show how it works.
Love your work
Thank you Carlo, appreciate your support!
I find ChatGPT very useful. I heard somewhere that ChatGPT will replace StackOverflow in 2023. After using it for a bit it seems like that might actually be the case.
Hey Nana, not sure how this works but sure of one thing that you've been really an angel for everything in my world of technology that I ever wanted to know simply and objectively. At least to me you have been of super help!! Thank you!! no better words per se!!
Nana, you are awesome !
This was very awesome! I am curious if Firefly tool can build on and modify previous results as shown in the chatGPT session. Easy to play with and see. One place this will save me oodles of time is that I am a software architect and developer but not so much a devops person. Yet in many startups and small teams I am expected to do the tasks of both. Having much of the basics and even some more refined devops stuff generated by chatGPT will make my life much less stressful.
Thank you very much for this video.
to add security best practices, it could also mention to create network policy ;)
Merci beaucoup Nana. Tu assures !
Wow, this thing is not even out, and we already have experts doing tutorials! How is it even possible
Wonder full love you ❣️
thanks, how did you make your slides?
I believe we'll soon have the ability to check code at the CICD step and at least have another PR/MR check using a genarative model for any language. Something like DevOps QA
Yes lady i use it at work
Your video was amazing! Keep ahead of the curve with the "Ultimate Gpt Toolbar" Chrome extension, equipped with voice control of GPT, Word and PDF export options, and over 200 prompts. It had a staggering 10,000 downloads in just one day.
Thank nana
First Comment ! 🤗
Hi Nana, great work. I will implement with my team. Will you do any content for Harness CICD?
I am your big fan😍🎉👏
Thanks a lot where u help me lot in DEVOPS field keep up the great work
Y dont u do a video on entire live project on devops ????
Words that convinced me to not avoid AI stuff:
"One thing that hasn't changed (yet) is that AI still needs to be used by humans. And that's the whole point: using AI, humans can be more productive.
So, the fact that AI can do certain tasks better than humans, does not necessarily mean that you need less engineers.
It means that
- the engineers will be more efficient,
- so, the same number of engineers can do more stuff faster,
- so, it accelerates the growth and speed of development,
which obviously every company wants to have."
Thank you very much for the explanation!
Идея про нутрициологию в школах просто шикарна! Коля не расстраивайся ❤
Nanaa, thank you
It is so cool , thanks for it.
I love the way you explain. I am the one Who struggle to subscriber.
Thank you so much Nana for this video!! 😊
My pleasure! :)
in the Jenkinsfile is using sh for docker steps and not the docker plugin, another example, that as output you will get something written by someone out there
Over time, the accuracy of output from ChatGPT will increase as it crowdsources and usurps the knowledge base. This will relieve the engineers from mundane work and allow time for engineers to come up with new solutions. As a hardware engineer, I tried verilog/vhdl code of simple logic to DSP filter convolution (which it did well) to systems designs (it gave up but has potential). Certainly, it will have a great positive impact on many forms of engineering work.
Hello. What's the reason to use "credentials" function instead of "withCredentials"?
Thanks and much love Nana