40 Comments

1. 

   @ColeMedin

   April 17, 2025 at 9:54 am

   The waitlist is now OPEN for Dynamous AI Mastery – an exclusive community for early AI adopters like you to master AI & AI Agents and transform your career and business:

   https://dynamous.ai

   Reply
2. 

   @SolidBuildersInc

   April 17, 2025 at 9:54 am

   Hey Cole,

   This is hands down the best video I’ve come across for working with AI. The reason is that I always like to think as *RAD* as possible.

   Before AI, you might have set up a control sheet to feed f-strings into the code, creating a sort of funnel workflow for variables to avoid hardcoding. But the idea of templatizing prompts for efficient AI execution is truly a gem, and I deeply appreciate it.

   I once had AI generate a batch file for building Docker images—it was decent—but this approach is far more comprehensive. It serves as an excellent launchpad for fine-tuning future projects.

   Much appreciated, and thanks again!

   Tip: When trying to copy a large bit of text, click at the start of your desired copy then keeping the focus on that start point go to the end of the copy location. Hit the shift key and click to grab that section of data. Instead of scrolling with the mouse key the whole section of data. Comes in handy for me all the time. It's the least I can offer for all of your contribution, 🚀

   Reply
3. 

   @stlmerkel

   April 17, 2025 at 9:54 am

   Just wanted to drop a comment, which I never do, about my experience with this process. This helped me so much as I was setting up Cline and working on a project. All of this is spot on and it has completely changed my success rate.

   One thing that I tweaked, added… in addition to the planning and tasks md files, I made one called devnotes. I ran into a couple of issues with the way my project works as opposed to the default for the framework I am using. After we successfully debugged an issue I had Cline update the devnotes file in a way they explains what happened and how we fixed it.

   Ran into the same problem on another task and I told it to look at the devnotes because this happened last time. Boom, fixed the issue right away. So I had it update the devnotes again for this round.

   I plan to update the system prompt to have it also look at the devnotes file like it does planning and tasks. Hope this might work for others.

   Thanks for the video, big time upgrade to my process.

   Reply
4. 

   @acehobbs

   April 17, 2025 at 9:54 am

   This looks good for creating new software. How does AI fair with adding features to large, undocumented legacy systems with many external dependencies?

   Reply
5. 

   @FloetschMaster

   April 17, 2025 at 9:54 am

   Thanks awesome video, i already learned a lot the last few weeks using cursor, rules and mcp. but you have a very good ideas here and a lot of effort put into this.

   Reply
6. 

   @tomd2658

   April 17, 2025 at 9:54 am

   Thanks!

   Reply
7. 

   @quickit

   April 17, 2025 at 9:54 am

   Just wanted to say thanks for this awesome video and that I would be very interested in a video on building custom MCP servers from scratch, all the way to making them deployable if that would make sense in the context. But either way, just any custom MCP server video 🙌

   Reply
8. 

   @m.a.qurishee9220

   April 17, 2025 at 9:54 am

   You’re awesome. Hats off to you for making this available for us. Impressive

   Reply
9. 

   @MapleMario67

   April 17, 2025 at 9:54 am

   This video: “i won because I spent 6 hours sharpening my axe” in essence

   Reply
10. 

    @jojojojojojojo2

    April 17, 2025 at 9:54 am

    yes it is true. You need to be a programming god before you start vibe coding. But a vibe coding pro coder will beat any "pro coder" team of 50 alone

    Reply
11. 

    @mileshill4804

    April 17, 2025 at 9:54 am

    Your effort, content, and clear instructions are greatly appreciated.

    Reply
12. 

    @kiranyadalla9199

    April 17, 2025 at 9:54 am

    Fantastic video, I will be implementing this weekend! Quick question, if we haven't picked one yet, Cusor or Windsurf and why? I'm semi-technical and want to develop these solutions.

    Reply
13. 

    @oscarschlepper9171

    April 17, 2025 at 9:54 am

    Happy Thanksfull about this Video. Greetings from Germany

    Reply
14. 

    @thrill.h0use

    April 17, 2025 at 9:54 am

    Hey been using the file system mcp for a week. The agent often gets confused about whether to use it's default search tool or the mcp one. I wrote in the agent.md to only use the mcp file tool when operating outside of the project, but sometimes it tries in the project dir and jumbles up the path/errors. Wondering if you've had similar issues?

    Reply
15. 

    @charles8994

    April 17, 2025 at 9:54 am

    Can you show testing and how it works end to end for front and back end? Unit testing some times is too granular to be useful when testing for uat

    Reply
16. 

    @samkaplan2482

    April 17, 2025 at 9:54 am

    This video is gold

    Reply
17. 

    @josgraha

    April 17, 2025 at 9:54 am

    Similar workflow that I’ve been using but I saw this thread on X once that I found myself thinking about much later that was championing the idea that software reads a lot like a legal contract. That is a high level set of deliverables with finer and finer print as we zoom in. Keeping the AI from breaking all these fine grained rules like coding conventions, avoiding adding new dependencies and changes with minimal impact to existing tests to industry best practices stuff and so on. Seems like an interesting model (legal contracts) and we’re converging a bit. Hits and misses should be tracked a bit along the way to fine tune prompts

    Reply
18. 

    @EricMooney

    April 17, 2025 at 9:54 am

    Yes to video on creating MCP Servers, please!

    Reply
19. 

    @MrEnsiferum77

    April 17, 2025 at 9:54 am

    Still can't migrate react router to tanstack router. This AI tools can't understand advanced sh**

    Reply
20. 

    @GB-Automation

    April 17, 2025 at 9:54 am

    Does anyone know how to connect zapier mcp sse to agents in pydantic-ai? I can't seem to figure out the mcp config syntax.

    Reply
21. 

    @MichelHabib

    April 17, 2025 at 9:54 am

    It is amazing that watching this, 80% of the rules you stated, I already learned them by using the tools for a few weeks, myself. Its just that nobody talks about them, and 99% of the tutorials online convince you that you can make a full app with one prompt, and make a snake game or flappy bird!!! Thanks for giving me confidence in my approach 😊

    Reply
22. 

    @TechnoMageCreator

    April 17, 2025 at 9:54 am

    Awesome video. Personally I don't do test, I rather focus on logging and throwing errors in backend and fronted console. Feeding both and making a good plan to fix with tasks and subtask with roocode in architecht and followed wirh executing plan is crazy good with gemini 2.5 pro. Boomerang tasks in Roocode are also a perfect match. It's all growing exponentially

    Reply
23. 

    @dizthewize

    April 17, 2025 at 9:54 am

    This is definitely the most informative AI starter tutorial I’ve watched, thanks! 🙌🏾

    Reply
24. 

    @larsh5853

    April 17, 2025 at 9:54 am

    Super useful. Lots of great tips.

    Reply
25. 

    @GrzesiekSikora

    April 17, 2025 at 9:54 am

    Graty job

    Reply
26. 

    @dinorossi6611

    April 17, 2025 at 9:54 am

    I am assuming you are a professional coder. Does matter if a line of code is indented or not indented. There is a lot of foreign stuff to me in this video but great video nonetheless. What did you AI code in here ? A DB 'server' ? Not sure. Also, what happens on a microprocessor level when we write code? Nobody knows ? Nano switches and gates open and close ?

    Reply
27. 

    @asganawayaway

    April 17, 2025 at 9:54 am

    Why don’t you show how to upload on Docker? I’m a noob and I don’t get what to do once I have the docker file. I need a more dumbed down explanation for that.

    Reply
28. 

    @codydeanewing

    April 17, 2025 at 9:54 am

    My process:
    1. Vibe 😎
    2. Code 🧠

    Reply
29. 

    @raysubject

    April 17, 2025 at 9:54 am

    in reality, people who are doing “vibe coding” are those who will be replaced by AI as first 😂

    Reply
30. 

    @maxmuster7003

    April 17, 2025 at 9:54 am

    My first test failed to get x86 instructions lo load, decode and to display a picture. To much errors.

    Reply
31. 

    @hiddengemzgamer

    April 17, 2025 at 9:54 am

    Loving the content Cole. I love how you have the rules and prompts so organized, you seem like a smart lad. Thanks for sharing all this great information with us. Content like this really helps people learn, and it's so fresh which is impressive with AI rapidly changing and advancing. Thanks for the content and please keep it up. (Obviously liked and subbed, Cheers!)

    Reply
32. 

    @StefanRosander

    April 17, 2025 at 9:54 am

    Great video👍

    Reply
33. 

    @cf-rp2zu

    April 17, 2025 at 9:54 am

    hi Cole, thx for this video. i really want to follow along but i am using cursor on windows and i just can't get the git mcp server to be set up properly there, neither through python or uv installation. i could get the file system and brave search api servers running fine though since those are installed through npm. do you know if there are any tricks to get installations through either python or uv working pls? thx in advance!

    Reply
34. 

    @artimes5542

    April 17, 2025 at 9:54 am

    Lol this is such a hack-y, scrappy setup and chain of advice. If AI is going to transform our paradim as a society as you yourself claim, then using these dorky tools today will be totally irrelevant to learn. so which is it?

    Reply
35. 

    @aydinalisoy1205

    April 17, 2025 at 9:54 am

    Thank you for going through so much detail and providing documentation as well!

    Reply
36. 

    @amg955

    April 17, 2025 at 9:54 am

    Hey the google doc is not clickable for the links to GitHub and the other instruction. The hyper links don’t work.

    Reply
37. 

    @kilianlindberg

    April 17, 2025 at 9:54 am

    Gold in Inspiration. How AI Interprets Our Code may reveal Fascinating observation about AI and code: Documentation, code Comments are actually counterproductive for already written code! Self-documenting code is vastly superior. Code comments often cause AI hallucinations because they introduce linguistic ambiguity and multiple interpretations.

    Be cautious with documentation. My experiments with generalizations suggest there are ways to create code that aligns with model-optimized preferences. Similarly, excessive code splitting can trigger hallucinations, though sandboxing functions with minimal descriptions helps mitigate this.

    The interesting reflection here: when examining what code and systems truly are at their core, you discover they're remarkably similar with minor variations. Our human-readable code and programming conventions are essentially just a facade over the fundamental structures beneath. (If my comment here leads to breakthroughs in anyone’s work I’m happy to hear about it.. because the “code comment” thing is a gem in efficiency gains)

    Reply
38. 

    @B..ass77

    April 17, 2025 at 9:54 am

    Good Job Cole 👍

    Reply
39. 

    @cancerdevelopments

    April 17, 2025 at 9:54 am

    your content is greatly appreciated (especially to non-coders like me) – thanks! I like your advice about global rules, can you provide a video on how to write specific rules for VS Code? I read your google doc, while helpful, it didn't go into the specific methods, prompts or steps to actually implement the rules. I know you pointed to the Cline docs but it's a bit overwhelming there.

    Reply
40. 

    @toocoolname

    April 17, 2025 at 9:54 am

    You made Docker and MCP with stdio – can this connect to claude desktop via docker? i bet no.

    Reply