AI Engineering 2025 PLAN: Max out AI COMPUTE for o1 Preview, Realtime API, and AI Assistants

[@tlatoanimachi]

I’m keeping up with you more than anyone right now. And suggesting your previous content to others. I’m looking forward to your progress.

[@aiamfree]

if you just landed on his content, I highly suggest paying attention.

[@jacocoetzee762]

This

[@defaultHandle1110]

Bla bla. Ai. Coding blah. Computers aren’t even creative bruh. They can’t paint, or write a beautiful poem

[@FraFenomeno]

@@defaultHandle1110 In whispers dark, the fearful tongues do speak, Of artifice that stirs their minds so weak. A contrivance strange, of light and coded mind, Doth strike their hearts, though knowledge they can't find. "Beware," they cry, "the demon wrought by hand, That brings our end, commands the sea and land!" Yet ne'er have they, with patience or with care, Gazed within its workings, nor laid bare The truth that stirs beneath those unseen threads, Where not a soul nor wicked thought treads. 'Tis ignorance, their only trusted shield, A weapon sharp, their folly doth it wield. For fear, thou know'st, is oft the coward’s plight, That blinds the eye and darkens reason’s light. And so they rail, 'gainst phantoms they invent, Not knowing well the tool or its intent. O wouldst they stop, and with true heart inquire, What flames of knowledge spark in reason's fire, They'd see the art, not devil, born in clay, And cease their trembling in the face of day.

[@itmomotitimo]

Those are the kind of comments I like and find useful

[@mithunkumar25557]

@@defaultHandle1110 Stop this man seriously.

[@clarencejones4717]

Hey folks, I’m happy to be in this nerdy corner of the universe with you. If anybody’s looking to collab on building, I’m open to it.

[@LateshaPond-g8f]

enterprise-ai AI fixes this. AI Engineering 2025 PLAN summary

[@paulbayo2010]

Just found your channel. 1 min in and blown away. Subscribed. Keep this up 💪

[@AlexX-xtimes]

Great video. Nicely sensitized what is and whats going to come. Like your energy.

[@goforit5]

I’ve been following for a bit and I’ve learned so much from your videos and projects. I’m ready for your course!

[@GiomPanot]

Thank you for helping engineers🙏🙏! We need that way of thinking, and it is definitely a fantastic project to pursue. 100% supportive.

[@pidugureddy]

Love you man for creating this amazing content!! Keep going dude. Started learning from you..!!

[@minimal2224]

Dude! This is amazing. Great content and amazing skill!

[@TheEtrepreneur]

haven't seen such a clear explanation in a while. 👏👏🏆🏆

[@mrd6869]

Yeah I was just reading about Microsoft and Salesforce & others messing with agentic frameworks now. Actually competing.This will get interesting. Good video

[@codewrangler]

I agree completely with your view. This is like another level of abstraction. Not using AI as a developer (orchestrator/commander) will be like doing accounting without a spreadsheet or complex math without a calculator. The thinking in this video is what will differentiate SWEs in the future

[@literallyshane4306]

you're doing awesome work mate

[@techfren]

Great video thànk you Dan! The illustrations were great

[@daburritoda2255]

indydevdan is the goat

[@daburritoda2255]

he needs to go in tool use

[@grantohooks156]

Invaluable road map laid out here. Thanks for sharing your vision Dan. Your channel has been part of my information diet for a long time and this video is proves why. Got some exciting stuff lined up!

[@0xb1sh0p8]

13:11 Finally a youtuber that gets it.

[@martijnsteinrucken9976]

Great video! Yes as engineers we will have to master climbing the abstraction ladder, which is a whole different skill in and of itself.

[@raideez]

holy shit future is here already, been using copilot for work but damn these tools crazy already.

[@Saint_Iori]

Eagerly anticipating the start of your course! I really hope it's on its way!

[@dominick253]

Just got a new job for IT in sales for a small company. Thinking about ways to setup AI. WOW I've been using AI since gpt 4 to learn programming and IT... This is next level and made me realize I need an AI voice personal assistant! I have a 7800 xt... I think that can run some good AI.

[@MinaEllis-d2n]

What an awesome video! Great presentation, thank you for saving me the time to do this on my own... and money. This is the first video I've seen and I've already decided to subscribe!

[@bartolli74]

Your videos are always insightful, and this one is outstanding. Looking forward to more, your content is incredibly valuable!

[@jaggyjut]

Just wow. Looking forward to the course. Thank you

[@takeshikriang]

Thanks for the wake-up call. Just subscribed.

[@MikeBirdTech]

This fired me up to build!

[@comosaycomosah]

very cool and one of the best channels like this its just there are sooo many people building exactly the same thing....that said tho ada looks smooth and awesome!!

[@MacS7n]

Can't wait for the course

[@TheBlackClockOfTime]

I love the future. I love Dan even more.

[@SamiSabirIdrissi]

Bro, you are leading us to our future!

[@jaysonp9426]

I mean, cursor composer is pretty sick man. It basically fixed all the problems with the previous generation of using LLMs for code gen

[@indydevdan]

I'm a big cursor fan. The AI Coding space is VERY contested though. They'll need to ship something differentiated to stay relevant through 2025/26. In this phase of GenAI, I recommend using one open and one closed source tool. For AI Coding I highly recommend Aider to fill in your open-source ai tooling.

[@jaysonp9426]

@@indydevdan yeah it's super interesting I've never been a fan of Aider. I like that you use it well but I always run into issues and I don't feel like it has a good sense of larger code bases. Cursor is the first time where I've fully felt like I'M the bottlebeck in programming, not the information or debugging.

[@TwilightTrekker1]

Will be going through this multiple times, thanks! Will I need certain prerequisites to benefit from your course, or will it be useful to someone with little to no programming background (at this time, working on it).

[@wimgsn2991]

Love it! ✊ what’s your take on the current Agent Framework developments e.g. like swarm by OpenAI. Part of the stack or too much hype or too early yet to tell who sets the standards?

[@mrd6869]

Lot ofbig companies are moving into this space right now.By this time next year,its gonna be fierce.

[@pelangos]

Amazing bro! I am going to start building my own AI tools.

[@K.F-R]

Amazing work. Thanks so much for sharing. Did you see sawyer hood's browser control demo on xitter? He didn’t share the code, but shows some extremely useful features that would integrate well into Ada. (Repost, YT deleted me; I assume for using X's old name. Odd call censoring that, KZbin bot.)

[@micbab-vg2mu]

Great plan-I have the same one. It's time to leave the corporate world. One suggestion is to test those solutions in real-life scenarios-in my case, it is a following project: Medical Affairs Intelligence Automation.

[@TT5703-p5v]

Great video! Looking forward to when you ship, one thing there's some "knocking" base sound when listening with headphones.

[@robboerman9378]

Very cool, just wondering how much you have spent until today on the Realtime API. It appears to be astronomically expensive. For me a couple of minutes already equates to 10 USD

[@bsqrd]

Yeah the pricing will have to come down before I can realistically use this unfortunately :/

[@demohub]

Excellent video. Thank you. What do you use for the diagrams like that?

[@DimasGonzales]

Always good stuff Dan Wonder if it would be useful to use something like rewindai to measure where you are spending a lot of time on "bottlenecks" to then automate

[@jimaustin3608]

Looks like Dan's '???' (3:40) dropped today 😁 ....

[@indydevdan]

🎯

[@MrErick1160]

Bro I feel you’ll bring me to godlevel productivity 😮

[@hope42]

This is crazy, I just showed ChatGPT this diagram and I said if you don't figure it out I'll tell you what it's about. It nailed it. Here is the response: The image depicts a conceptual framework illustrating how AI tooling enhances the role of engineers or developers in the future. 1. **Ingest Phase (Left Side)**: - The engineer collects data and inputs from various sources: - Databases - Codebases - Documentation - Blogs, Trends, News, Research 2. **AI Tooling (Center)**: - AI acts as a productivity multiplier for engineers, represented by: - **2x** through text or document processing (NLP tools). - **5x** by using automated coding assistants (AI code generation tools). - **10x** through voice-based interfaces, boosting efficiency. - **100x** exponential gains via continual AI refinement or massive automation. 3. **Synthesize Phase (Right Side)**: - The output from the engineer, enhanced by AI, can be transformed into: - Code - Information/Research - Media - Products Conclusion: The future engineer is significantly empowered by AI, using it as a core multiplier of their productivity across various domains, fundamentally transforming the software development process.

[@indydevdan]

Nailed it

[@TechNews-b7e]

Thank you very much for your work. What systems for AI agents would you recommend to pay attention to?

[@MuhammedHijazi-u6w]

amazing stuff man

[@parkerrex]

best channel

[@EmilioGagliardi]

Just found your channel, absolutely reasonate with your proposed path. That ada assistant is sweet, but what are the costs? As someone trying to learn on a budget, I think I saw an estimate that the real-time API is like 0.05 USD / minute? What are you finding? Definitely following along now! Cheers,

[@FrankDecker-n9e]

Do you have step by step video or videos on how you built Ada? Super Cool!!!!

[@LadislavMartincik]

Very cool! Keep up the great work.

[@ki001]

Amazing work Bro! ❤️ it

[@raiden7378]

Mind blown 🤯 Great work! 👏 charts however are “lower quality” lol

[@timov1019]

Amazing!

[@Singularity_Podcast]

AWESOME DUDE!!

[@lamilez]

Really good stuff man !

[@WhippinYams]

Just found this bout to lock in

[@Banned_FX]

Very cool stuff. Thank you. When is your course getting release? Happy Days

[@Yesterday_i_ate_rat]

Valuable content ❤

[@stefanosantini9039]

Great vision ! ❤

[@eliskucevic340]

This is pretty impressive. building something like this myself of technical documents. If you ever want to colab please let me know

[@defaultHandle1110]

Is there a guide on how to setup this up ? Or is that part of the course ?

[@ThePoser010]

What’s the landscape for developers going to look like when this is widely available and large corporations are using it?

[@MrErick1160]

How does computer use from anthropic integrates into your framework?

[@nomad1220]

Question - Why the emphasis on prompts when there are prompt-optimizers like DSPy? (TY!)

[@wolfisraging]

Brilliant video, thanks

[@Eriiiiiiiick]

Nice vision sir.

[@hope42]

Hey! Well done!

[@strongme80]

I'm working with Agents (Swarm) now and the Orchestrator to Engineer Code/Software, so doesn't that designate us as the Architects?

[@nitzanbegger6250]

@indydevdan , how the new Claude features (computer use) can be synced with this framework?

[@done1338]

I want to be you! I wonder if it's possible to let an ai review the orchestration layer to input better prompt? I frequently use skeleton keys and find they have great use as to always input some standard parameters the the ml needs to keep in mind. Please let me know if this is bs. Otherwise please be my friend and do you have a discord?

[@ibzilla007]

At $200 per million tokens for realtime, and o1 maxing out tokens it's too expensive in the near term to use these tools especially if a tool like o1 uses agents. We will have to wait for prices to go down 10x to make it worthwhile.

[@WilsonMar1]

[13:12] "Anyone can generate code with AI, but can you build and maintain software that actually produces value for a user"?

[@stevebim000]

Hey, how do you recording both your voice and the internal speaker?

[@gambit1357]

Whoa ... that slide at @6:40 is super cool. How did you do that?

[@shawnfromportland]

the most prescient video on yt

[@realm_riddler]

Do you have an open source repo? I’d like to get you to our North Star sooner than later 🤓😌

[@niilantei56]

looking forward to the AI CODING COURSE. sign me up pls 🙋‍♂

[@alexbasic9776]

Legend

[@cirtey29]

There is something missing. We are going to use more images and videos as input. Not only NLP.

[@gambit1357]

Will the AI coding course help beginners?

[@indydevdan]

Yes it will but you NEED to know how to code. Get started now. Start with YT videos and ask ChatGPT ONLY when you get stuck.

[@jefferystartm9442]

Hello friend , Live Kit has a free realtime speech - I have a young request for you : Live Kit controlling agents of different tooling. Im poor so that is why i know all the open source alternatives 😂

[@janlazorik]

Its so funny i seen this video and then Antropic drops agentic update

[@indydevdan]

🎯

[@jordanwestmoreland930]

I feel like im finna be here a minute.

[@cosmochaosmaker]

Where is the git repo link? 😭

[@sompornintaro6219]

Where is the source to learn to be the expertise for 2x and 5x?

[@ScottzPlaylists]

Google github indydevdan disler

[@rmeta3391]

Dan, I want to win!

[@Calmren]

The amount of 'click bait, make full stacks' vids is awful and misleading. Loving your work, because people need actual, real world advice.

[@Johnny-above]

Hello, I would like to reach you about a collab. What is the best way to reach you? Email?

[@jesussaeta8383]

Hey Indy are you developing courses for us…

[@indydevdan]

100%. AI Coding Course comes first then others may follow. Should be a top priority for engineers to get on this rocket ship before it takes off.

[@Ji-wooA-yeong]

dO YOU HAVE A DISCORD OR SUM?

[@MrErick1160]

Wtf is this is this realtime advanved voice mode? How does it take actions on your computer?

[@arthurphiladelpho]

📝📝📝

[@mariokotlar303]

I watched your videos, and started using Aider with Claude to work with a codebase, with o1 assisting me on the side (still waiting for Tier 3 o1 API access to kick in). I'm finding that large files just gobble up tokens, and o1 prices seem like they are 10x of working with Claude. I also found that with large files Tier 2 Claude isn't enough, as rate limits kick in within like 1-3 hours of coding if I'm careless, and require micromanaging large files to get around them and be able to work all day. I'd like to hear you say more about how much money one should be expected to drop upfront for Tier access to APIs that would be required for uninterrupted work for various use cases, and how much we'd have to burn per hour or per day to sustain different kinds of workflows you're talking about, including Ada in if's current form. I'm aware all this will soon get a lot cheaper, but these are the troubles I found myself having to navigate right now as I dive into this space.

[@niilantei56]

If youre into hardware, id suggest building your own AI server / rig. All you really need is 1 or more NVIDIA RTX3090s and a solid open source LLM as your base, Nemotron seems pretty reliable at present. A setup like this may eventually pay itself off, whilst offering you some element of privacy and security for your personal data Or just wait till it all gets cheaper. im seeing companies like Mamooth offering discounted bundle deals for AI services but havent used this myself.

[@mariokotlar303]

@@niilantei56 I already have 4090 that I use for diffusion models all the time, I played around with local LLMs a while ago as well. The thing is that for what I usually do, even state of the art models such as Sonnet 3.5 and o1 are just barely intelligent enough to make a real difference. I find them an order of magnitude more helpful than anything I could run on my puny 24GB of VRAM. Though I am also waiting for the right moment, for local LLMs to catch up a bit more so can dive into them more deeply. Thanks for the recommendations!

[@indydevdan]

I hear you. My advice: invest in yourself, invest in this technology, it is going to change everything. Spend the money, get the results, master the tools. It will get cheaper, right now it's not, bite the bullet and set yourself up for Ws in the future.

[@mariokotlar303]

@@indydevdan Hah, indeed. I literally just spent another 200eur to get access to tier 3 anthropic api and using Aider now finally feels usable for working with a 30k token source file. I'm now tackling challenges that I couldn't have dreamed of touching before.

[@Haggisbishop]

hype

[@ApertureEmplojee]

Anything but generative ai please..

[@indydevdan]

git off my channel

[@iamtheblueprint]

LFG

[@squoblat]

Drink every time he says an unnecessary "go ahead". Cool tool though.

[@Professor_Oscar_G]

Making plans with AI is the most useless thing you can ever do when this technology is changing by the week. Literally.

[@muhammadtrad5337]

First comment

[@indydevdan]

w

[@BathingAfrican]

why do you talk like a robot tryna sing and whisper at the same time? are you shy?