jimmy
1763 lines
76 KiB
Plaintext
1763 lines
76 KiB
Plaintext
0s This is the full Deep Sea Carnis course
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3s and by the end of this video, you'll
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5s have a free AI employee working at your
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8s machine 24/7. Deepc just dropped a brand
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10s new tool. It's completely free and the
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12s thing turns your AI from a chatbot into
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14s a real worker that reads your files,
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16s writes your drafts, and does your actual
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17s jobs for you whilst you're at the gym.
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19s It's one of the best coding harnesses
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21s out there. One of the fastest growing
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22s GitHub projects ever. And I want to take
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24s you through the three levels to learn
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27s this bad boy. So level one, you'll have
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29s it running in under 5 minutes. Level
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31s two, I'll show you how to build your own
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32s custom tools and automations, apps,
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35s websites, just by typing one single
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37s sentence. And there's a hidden setting
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39s inside this level that almost nobody
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41s will ever find, which I'll reveal later.
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43s Level number three is the endgame. Your
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45s own team of AI agents all working
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47s together whilst you sleep with Deep Seek
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49s Harness. So stick with me until the end
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51s and I promise you'll walk away with your
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52s own free AI employee, no matter who you
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55s are. Let's get into it. Now, quick facts
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57s before we start so you know what we're
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59s dealing with here. Deep Seek Carnis came
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60s out on August 13th as a developer
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63s preview. It's completely free open
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65s source MIT license which means you can
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67s download it, you can change it, you can
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68s even build a product on top of it
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70s without asking for anyone's permission
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72s and also it blew past 115,000
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77s stars on GitHub which puts it among the
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79s fastest growing AI projects ever
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81s recorded. There already over 300
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83s community plugins for it sorted into
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85s categories like knowledge, media,
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88s workflows, integrations on a tool that's
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90s just days old. The project is less led
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93s by Tani Sui who joined Deepseek in March
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96s 2026 from Jane Street, one of the
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98s sharpest technical firms in the world.
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100s And a team of 19 people took this from a
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102s sounding star in May to a public release
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105s in August. Also, some people will be
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107s watching this and be like, "Well, the
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108s harness is free, but the brain isn't
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110s free because you have to pay for the
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111s API." I'll show you a way around that to
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113s get a free brain plugged in later in
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116s this course. Let's get into it.
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119s So, let's get into level one, which is
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121s installing it, understanding it, and
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122s putting it to work. First of all, one
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124s minute on what an harness actually is.
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127s If you get this one idea, the entire
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128s rest of this course clicks into place.
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130s So, don't skip it, even if you think you
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132s know. So, an AI model is a brain, just a
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135s brain. And it can think, but it cannot
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138s touch anything. It can't open your
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140s files. It can't remember what you told
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142s it last Tuesday. It can't use a browser
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144s or run a program or save it work on its
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147s own. A model is a very smart voice in
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149s the jar. The harness is everything
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151s wrapped around that brain. So, it's the
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154s hands, the memory, the workspace, the
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155s rules about what it's allowed to touch.
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157s When people say AI agent, what they
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159s actually mean is model plus harness,
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162s brain plus body. So for example, Claude
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166s code is a harness around Claude. Hermes
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168s agent is a harness around any agent
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170s model that you plug into it. The model
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172s gets a credit, but the harness is where
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174s the work actually happens. And harnesses
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176s matter more than most people think. So a
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178s top model might be 5 or 10% better than
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181s the one below it. A good harness makes
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184s the same model dramatically more useful
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186s because it's a harness that decides what
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188s the model can see, what it can do, and
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190s how it recovers when something goes
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192s wrong. The industry spent 2 years
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195s obsessing over brains, but now it's
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197s really moved to bodies. So, Deep Seek
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200s Harness is Deepseek's body, right? Uh,
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203s until now, the Cirrus harnesses were
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205s mostly closed products. So for example,
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207s you had claude code, you had codeex and
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210s you could switch the brains around those
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212s in though in them, but Deep Seek Carnis
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215s is really designed to be open source and
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217s easy to switch around the models and
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218s pretty much switch everything around it.
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220s Right? So on August 13th, Deep Seek
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222s published a direct alternative to that
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224s whole ecosystem of Claude Code and
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226s Codeex and Hermes and everything else.
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228s And this is MIT license. It's on GitHub
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230s for everyone. And the same lab that
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232s shook the model world in early 2025 just
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235s did the same thing to the harness world
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237s this year. And that's a context. Now
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239s let's actually get it on your machine.
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241s So step number one, no.js. This is the
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243s only thing you need installed first.
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245s No.JS is a free program that lets this
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247s kind of software run on your computer.
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249s You can go to no.js.org. Download the
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251s version for your system and click
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253s through the installer like any normal
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254s program. Next. Next. Finish. 2 minutes.
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257s If you already have it, skip ahead. Step
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259s number two is you just want to open this
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261s up inside your terminal. So on a Mac you
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263s can press command plus space type
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265s terminal hit enter. On Windows check
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268s start, type PowerShell, hit enter. I
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270s know the terminal not the nicest place.
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272s I know it's like a bit intimidating for
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274s some people and non-technical but you're
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276s just going to type one line and after
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277s today you may never think about the
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278s terminal again because this tool doesn't
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280s actually live there. And step number
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282s three is you just type this command and
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284s hit enter to install it. That's it.
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287s literally this command hit enter inside
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289s your terminal just like you can see
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291s right here and you are good to go my
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293s friends and once you've set it up it's
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295s going to look something like this and
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296s that's a whole install so that command
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298s downloads DC caris and starts it the
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300s first run takes a minute or two whilst
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301s it pulls everything down and when it's
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304s ready it gives you a local address by
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306s default is your own machine port which
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307s is 3080 and it opens the page in your
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310s normal web browser I actually like this
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312s about DeepSeek I think it's quite a
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314s smart choice which is that it doesn't
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316s keep you in the terminal, right? It runs
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318s as like almost like a normal web page.
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320s So, you have a chat window, a sidebar,
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321s buttons, a folder picker. It looks like
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323s software you already know how to use.
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325s So, you can see ours running over here.
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327s Almost every other Sirius harness lives
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330s inside the black terminal window, which
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332s quietly filters out everyone who isn't
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333s an engineer. You can, for example, use
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335s apps like Claude, but again, like it's
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337s another app. It's another button you
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339s have to click outside of your ecosystem
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341s because most people are just directly
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342s inside the browser for most of the work
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344s they do. With this system, it's just
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346s like inside one page and you can just
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348s run it and have it ready to go or you
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350s can plug it into an agent operating
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351s system like you see right here and it's
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353s way easier to use. I think DeepS shipped
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356s this web first on both of us, right?
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358s Because the page runs locally on your
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359s machine, but it's not a website someone
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361s else hosts, it's yours. And then step
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363s number four is you want to connect a
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365s brain. So the first time the harness
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367s opens, as you can see right here, it
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369s asks for a Deepseek API key. An API key
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371s is just a password that connects the
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373s harness to your model. You can go to
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375s platform.deseek.com,
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377s sign up, click API keys, create one,
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378s copy and paste it into the harness and
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381s that's done. That connects you to Deep
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382s See models including V4 Pro, their
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384s flagship built heavily for agentic work
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387s which shipped the very same day as a
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388s harness. So the brain and the body
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390s launched together. They were built for
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392s each other. Now you can also change the
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394s economics of this as well because inside
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396s your settings under models there's an
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398s add provider button which can connect
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400s open router. So you can use a free brain
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402s inside this. So for example if you
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404s connect open router that uses cheap and
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406s free models. If you use lama with the
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408s deepc carnis you can run free local
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410s models with this if you've got a decent
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411s setup. You could also for example find
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413s find a free model of open rout plug that
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416s in or you could use deepc v4 pro uh
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418s which is their flagship model and that's
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420s still pretty cheap but it's not free.
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421s And then you can add anything else. So
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423s you can just go inside your settings
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424s over here and then we can go to models
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426s and then we can add a provider like so.
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429s We can flick down the list and we could
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431s be like okay I want to use open code.
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433s Now here's what's pretty cool about open
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435s code. Open code has free models and
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437s guess what one of its free models is
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439s deepseat v4 flash. So you can actually
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441s get a free provider like open code. Plug
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444s in the API key from open code and then
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446s as I promised earlier that's how you can
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448s use free models with it. And then the
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450s harness is free and the brain is free
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452s and you've got a full free system ready
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454s to go. Now you can also give it a
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456s workspace. So in the interface if you
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458s click the folder icon you can add a
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460s workspace. This is pretty useful. So let
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462s me explain it properly. Basically the
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464s workspace is the room the agent works
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466s in. So you see how we can select a
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468s folder that we want it to run in and we
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470s can add a workspace like this and then
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472s just select a local setup. Well
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474s basically this is the room that your
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476s agent works in. So it can read every
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478s file in that folder. It can create files
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479s in that folder. It can change the files
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480s in that folder. It can't touch anything
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482s outside it. So you don't want to point
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484s at your whole computer because you want
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486s to make one clean folder, right? So
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488s don't point it at your whole desktop. I
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490s have over like 10 years of clutter on
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491s it. You want to make one clean folder.
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493s Call it agent workspace or whatever you
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494s like and put copies of the files you
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497s want it working on inside. So that could
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499s be like your draft content, your
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500s research notes, your meeting notes,
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502s whatever your actual work is. So it's
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504s one room with a door you control. And
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506s this keeps things safe. And also just as
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508s important, it also keeps the agent
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510s focused on one single place because you
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513s don't want like an agent digging through
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515s thousands of irrelevant files. That
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517s would actually cost a lot of tokens,
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519s cost you time, and also it would be
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521s super slow and unfocused. So instead,
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524s create the workspace, make it nice and
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526s clean, one clean folder. And then step
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528s number six is your first real task. And
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530s you don't want to just, you know, write
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532s a poem with this or something like that,
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533s right? you you want a real piece of your
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535s actual work because that's the only way
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536s you can really start getting the most
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538s out of this. So, look at what you spend
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539s your time on, look at something that you
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541s spend on every single day or a cool idea
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542s that you have and then you can start
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544s building with this directly, right? And
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547s the way that you use Deep Seeker, as you
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548s can see right here with the harness, is
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550s you just write in plain English what you
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552s want, exactly the way you'd brief a
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553s smart new assistant who was working for
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555s you. So, here's a real example. We could
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557s say, "Read all the notes in this folder.
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559s Write a one-page summary of the main
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560s points as a new file called summary.MD.
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563s use simple language and short bullet
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565s points and then you can see for example
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567s here that it comes back with all the
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569s responses [snorts] and this is a harness
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572s that is agentic so it can run on long
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575s horizon tasks it can do stuff on your
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577s computer it's not just a chat window it
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580s actually thinks it lists the files in
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581s the folder to see what's there and it
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582s opens up one by one and it works through
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584s the content and then it can actually
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585s write a new file into your workspace so
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587s the great thing about this is you can
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589s use it for building apps for building
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590s tools for building websites for building
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592s for example games even right a harness
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594s does work in the place the work lives
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597s and the output is something real that
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599s you can open send or build up so let me
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601s give the pattern for writing good tasks
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602s because the quality of what you get back
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604s is mostly decided by the quality of what
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606s you type in so there are three parts to
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608s this what to look at so for example like
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610s read the notes in this folder what to
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612s produce so for example a onepage summary
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614s as a new file called summary MD and what
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616s rules to follow so for example simple
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618s language or short bullet points right
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621s look at produce rules Uh that's a whole
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623s skill and [snorts] you don't need like
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625s magical prompts. You just need clear
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627s briefs like you just talk to this the
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629s way you would message a friend. So if we
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630s wanted to create a new session here for
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632s example, we can just click on new
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633s session and we say okay build me a
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635s beautiful website for my SEO agency and
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637s use my local Obsidian folder to come up
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640s with context so that you understand what
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642s my SEO agency is about. And then we can
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643s plug that in. And then we can select the
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645s folder we want it to work from. So for
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647s example here we could go inside uh
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650s Obsidian Vault. We can plug that in. We
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652s can click choose. And then we can hit
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654s enter like so. And that's going to begin
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656s to work its magic. And that's the whole
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657s skill. So you don't need anything fancy
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659s here. If your instructions would confuse
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662s a human assistant though, they'll
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663s confuse the agent. So you want to make
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665s this clear, easy to understand, give you
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668s access to relevant local files, and just
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670s make it very easy to use. And you can
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672s use this for like content creation. You
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673s can see how fast it runs as well. So it
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675s runs really quickly. We can also see a
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677s full session log over here. We can add
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679s new sessions. So we can see multiple
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681s projects that we're working from, what's
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683s ungrouped as well. And then we have like
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685s our plugins over here too. So plugins
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688s for example, we've got like web search
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690s and we can allow it to search a web. We
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692s can set up agent loops. So how many
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694s parallel tool calls it runs. We have the
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696s shell so shell command timeout as well
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699s and plug-in list. So we can actually add
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701s new plugins that can access tools from
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704s outside. So for example over here we
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706s have like web enabled which means that I
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709s can actually search web using a plugin
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711s that we've installed over here which is
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712s pretty nice. We'll come on to more stuff
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713s like that and like you know more complex
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715s things on that as you can see. Now also
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717s you'll see as we use it it's like who's
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719s this site's primary audience. We can
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720s click on this for example we can say
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722s what's the single main action that we
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723s want uh book strategy session how do we
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725s want it to look so modern minimal SAS
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727s and then also one landing page. So you
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730s can see that it's going to give you
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731s options to select. So, where should I
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733s build the site files? For example, we
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735s can select document folder. Hit submit.
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737s And now it's deep diving through
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740s everything that we're creating locally
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742s here. Pretty nice. Now, at this point,
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744s you might be wondering, okay, you know,
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745s where do you start with this? How do you
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747s get the most value out of here, you
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749s know, all these tools, all these
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751s different apps. I know a lot of people
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753s who are not focused and not getting the
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756s n out of these systems. And that's what
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758s I don't recommend to you. So the main
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760s thing here is that you give this harness
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763s real jobs from day one. And if you're
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766s not sure what real jobs are, look at
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768s what you're working on and then go from
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770s there. So for example, if you make
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772s content, drop your notes in the
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774s workspace and help it create content for
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777s you. You know, that could be, for
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778s example, if you do SEO, get it to
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780s automate your SEO for you. Whatever you
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782s work on dayto-day, that's what you
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784s should be giving to Deep Sea Carnis.
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785s Don't use it to just vibe code a snake
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787s game or something. So the main point
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789s here is like you make it actionable. You
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791s make it actually useful and you can just
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793s focus on one automation per week. So for
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795s example, for me, what I like to do is
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797s I'll measure my time. I'll measure what
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799s I work on dayto-day and I'll put that as
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801s a list and then I'll be like, right,
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803s okay, well out of all these tasks, this
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805s will be the easiest for me to automate
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807s next with something like Deep Sea
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808s Carnis. So, if I'm looking at this, I'm
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810s like, right, okay, well, each day I
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812s create content for my website. So, let's
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815s make sure we automate on a schedule
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817s creating content on my website using
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819s Deep Sea Caris instead of me creating it
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821s daily. And that [snorts] way, we
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823s actually turn it into something useful
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825s instead of just going after like random
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827s use cases that don't make any sense.
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828s Now, let's also talk about a useful
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831s feature that's quite unique to Deepseek,
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834s and it's called the trajectory view.
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836s Right? the trajectory view as you can
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839s see right here. And the way that this
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841s works is quite interesting. So next to
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844s your session there's a trajectory panel.
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846s You can click it and what you get is
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848s every single step the agent took laid
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852s out panel graphically clickable in
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856s order. So if we have a look for example
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857s here we can take a look at the
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859s trajectory. So these are two different
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861s versions. The chat is just plain text.
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864s You just talk to it in plain text. The
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866s trajectory is you can see what's going
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868s on and you can see it's clickable in
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870s order. So for example, we can click on
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872s this and we can see what's happening and
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874s we've got the summary, the preview and
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875s everything else. Now also as you're
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877s building with this, you're going to see
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879s that it asks you to reject or approve or
|
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882s allow stuff. So as we're going along
|
|
884s like we can allow it if we've set up the
|
|
886s permissions. If you don't want to have
|
|
887s to click through that every single time,
|
|
889s you can click on full access and then
|
|
891s enable full access. Only do that if
|
|
893s you're comfortable. If you're not
|
|
894s comfortable with it, don't do it. Okay,
|
|
895s makes sense. Now, as we go through the
|
|
897s trajectory,
|
|
899s basically this works in order. So, what
|
|
901s you can see here is like the system
|
|
903s prompt it was actually given. So, if we
|
|
905s scroll right to the top inside this
|
|
907s trajectory view, we can see the initial
|
|
909s system prompt and basically this is what
|
|
912s it was given at the start. So, this is
|
|
913s your message. the context it loaded, its
|
|
915s actual thinking, the reasoning visible
|
|
917s in full, every tool it called, the exact
|
|
919s command run it ran, and the exact
|
|
922s payload it sent, the exact results it
|
|
924s came back, and how long each step took.
|
|
927s Also, it shows you, for example, how
|
|
928s many turns the whole job needed. So, you
|
|
930s can click any single step and read the
|
|
934s raw detail underneath it. Nothing is
|
|
935s like hidden. So, why does this matter so
|
|
938s much in practice beyond it like being
|
|
940s impressive and useful and looking super
|
|
942s cool? So basically AI agents make
|
|
944s mistakes all of them. Anyone who tells
|
|
946s you otherwise is basically you know they
|
|
949s haven't tried AI agents. They break all
|
|
951s the time. Agents break all the time.
|
|
953s They are easily misled, easily
|
|
956s distracted. They're not at the point
|
|
957s where they can just build and automate
|
|
959s anything without having an understanding
|
|
961s of how it works. So the difference
|
|
963s between agents you can trust with real
|
|
965s work and agents you can't is whether you
|
|
967s can see why a mistake has happened. So
|
|
969s with most tools, a failed job gives you
|
|
972s nothing. The output is wrong. Good luck.
|
|
975s Understanding why. With the trajectory
|
|
978s view, you can scroll to the exact step
|
|
980s where things went sideways. So you can
|
|
983s look through here and you'll be like,
|
|
984s "Ah, it looked in the wrong folder. Ah,
|
|
986s I misread that one line inside my brief.
|
|
989s Ah, the file it needed was empty." So
|
|
990s you can fix that one specific thing and
|
|
993s then run it again. So we can have a
|
|
995s look, for example, here we can see what
|
|
997s it did, what it worked on. Um, and then
|
|
999s if we want to, we can basically take
|
|
1001s that and then run it again based on
|
|
1004s where it's broken. This is also the
|
|
1006s complete opposite of the direction that
|
|
1007s a lot of closed labs have taken where
|
|
1010s basically the model's thinking. It's
|
|
1011s kind of like hidden from you. You know,
|
|
1013s you can see what's going on, but you
|
|
1014s will never get as much detail as this.
|
|
1016s Like this is super super useful for um
|
|
1019s compared to a lot of steps. So Deepseek
|
|
1021s made every step visible. It's kind of
|
|
1023s like a care core design like principle.
|
|
1025s So once you've managed an agent, you get
|
|
1027s the full vision. You can see everything
|
|
1029s that's going on. Um and it basically
|
|
1032s gives you a lot of visibility and
|
|
1033s understanding. Now also what you can do
|
|
1035s and this is another level is you can get
|
|
1038s the session log. So you can actually
|
|
1040s export the full session as a zip file
|
|
1042s and inside is a complete log of every
|
|
1045s step. So you can export any session as a
|
|
1048s complete log. And with this you can see
|
|
1051s every step, every call, every result in
|
|
1053s a standard file format. So you can save
|
|
1055s it and you have a permanent record of
|
|
1057s exactly what the agent did. If you later
|
|
1059s hand agent work to a virtual assistant
|
|
1061s or a team member, that log can help you
|
|
1063s check the work without having to redo
|
|
1065s the work. So you review the trajectory
|
|
1068s the way a manager reviews a report. Last
|
|
1071s thing in level one, by the way, and this
|
|
1073s is still level one here, is this version
|
|
1076s is 0.1. And what I mean by that is
|
|
1078s basically Deepseek have only just
|
|
1080s released this. This is 0.1. Basically,
|
|
1082s it's 10% of the full version. And so,
|
|
1084s it's a developer preview. And what this
|
|
1086s means essentially is like be expected
|
|
1089s for things to be a little bit bump.
|
|
1090s Anything open source doesn't always work
|
|
1092s first time. So, like it's pretty cool
|
|
1094s that we can see the chat, we can see the
|
|
1095s trajectory. It can build awesome stuff
|
|
1097s as we've already seen. It's pretty easy
|
|
1099s to use, but bear in mind like there's
|
|
1101s going to be things that break. There's
|
|
1103s going to be things that move around in
|
|
1105s between versions and updates. A plugin
|
|
1107s that works today might break next month
|
|
1109s and get fixed a month after. So, if you
|
|
1111s wire your entire operation to it this
|
|
1113s week and treat it as finished software,
|
|
1115s something's going to break. And I just
|
|
1117s want you I want to be honest with you,
|
|
1118s right? Uh because you can start doing
|
|
1120s real jobs with it, but basically, you
|
|
1123s want to structure it around a system.
|
|
1124s And I'll show you that later inside
|
|
1126s level three. And it's one of the
|
|
1129s strongest ways to use a So, you want to
|
|
1132s build this into a system, which we'll
|
|
1133s come on to later. But that's essentially
|
|
1136s level one complete. Well done for making
|
|
1138s it this far. So one key connects to
|
|
1140s brain, one folder is the room it works
|
|
1143s in. Playing English briefs with a look
|
|
1146s at uh produce rules system full
|
|
1149s trajectory vision on every step session
|
|
1152s logs so you can keep and check
|
|
1155s everything and basically if you stopped
|
|
1157s right now you would have a free working
|
|
1160s fully inspectable AI agent doing real
|
|
1161s tasks on your machine today but you'd
|
|
1163s only be using 20% of the full power of
|
|
1166s deep sea. The other 80% is the part that
|
|
1169s made me make this course. So that's
|
|
1171s level one. Now quick pause here before
|
|
1173s we get into the rest of it. Everything
|
|
1175s in this course we run live inside the
|
|
1177s air puffer boardroom and the deepseat
|
|
1179s harness is on the daily tutorial
|
|
1182s schedule right now. The exact install
|
|
1183s from level one connecting free models
|
|
1185s for open routters. The agent work cost
|
|
1187s nothing. Um and also just like how to
|
|
1189s get the most out of a automation. So if
|
|
1190s you want really practical useful stuff
|
|
1193s like this, if you want weekly coaching
|
|
1194s calls, if you want to connect with
|
|
1195s amazing people, feel free to check out
|
|
1197s the AI profit boardroom link in the
|
|
1199s comments description or go to the air
|
|
1201s profitbomb.com. Every single day I
|
|
1203s answer your questions. I create
|
|
1204s personalized video tutorials for you. I
|
|
1207s have a classroom with all this amazing
|
|
1209s courses. You can jump a weekly coaching
|
|
1211s course right here. You can meet people
|
|
1212s in your local area who are building out
|
|
1214s with AI agents and stuff like this. And
|
|
1216s it's just a great place to learn about
|
|
1218s DeepS AI agents. You can meet cool
|
|
1221s people and it's a fantastic community.
|
|
1223s So with that, let's get into level two.
|
|
1226s Level two, my friends. The plug-in
|
|
1228s system, the four mo modes, creator mode,
|
|
1231s the hidden config file, how the model
|
|
1234s works, and the one line in the docs that
|
|
1236s quietly connects this tool to every
|
|
1237s other agent that you own. So let's start
|
|
1239s with the headline of DeepC's own GitHub,
|
|
1242s which is three words. Everything is a
|
|
1244s plugin. Okay, so most software companies
|
|
1247s say something like that and mean like we
|
|
1249s have an app store where you can add
|
|
1251s extras. Deepseek means it literally and
|
|
1253s the difference is the whole story of
|
|
1255s this tool. So the sidebar and the
|
|
1256s interface is a plugin. The tool the
|
|
1258s agent uses to act the plugins the system
|
|
1260s prompt the standin instructions the
|
|
1262s agent starts with a plugin. The sandbox
|
|
1265s where it works a plugin. Even the agent
|
|
1268s loop itself the core cycle think act
|
|
1271s check repeat is a plugin. So, every
|
|
1273s single organ of this machine can be
|
|
1275s switched off, swapped out, or replaced
|
|
1277s with a better one without breaking the
|
|
1279s rest. And here's the picture to hold in
|
|
1281s your mind, my friends. So, every other
|
|
1284s agent product is like a sealed car. You
|
|
1287s can change your radio station. You can
|
|
1289s maybe add like a phone mount to it, but
|
|
1292s the engine is the engine. The seats are
|
|
1293s the seats. And if the company that built
|
|
1295s it makes a bad choice, you're stuck with
|
|
1296s it. That's it. But Deep Sea Carnish is a
|
|
1299s car where the engine, the wheels, the
|
|
1302s seats, and the steering wheel all pop
|
|
1303s out and click back in and the car keeps
|
|
1305s driving whilst you do it. So when
|
|
1306s someone else builds like a better memory
|
|
1308s system next month, you swap that one
|
|
1310s part in. When a better browsing tool
|
|
1312s comes out and gets shipped, same thing.
|
|
1314s So you don't wait for the company, you
|
|
1316s don't migrate to a new product, you
|
|
1318s upgrade one piece and keep moving and
|
|
1320s someone will build better parts, right?
|
|
1322s That's what the community is all about.
|
|
1324s So let me give you some examples within
|
|
1326s hours of this launching. And again, it
|
|
1327s only launched like this week. Deep sea
|
|
1329s carnis. It's already happening at a pace
|
|
1331s I've never seen before. Right. So, for
|
|
1333s example, within hours, the community
|
|
1335s shipped a desktop version and a curated
|
|
1337s plug-in list. There are over 300
|
|
1339s community plugins indexed right now from
|
|
1341s the official plug-in tag sorted into
|
|
1343s categories. You got knowledge, media,
|
|
1345s workflow, integrations. Deepsee even
|
|
1347s tells plug-in builders to tag their
|
|
1349s repositories with DSH plug-in so
|
|
1353s everyone can find them. And when a free
|
|
1355s tool grows an ecosystem in its first
|
|
1358s days, that really tells you where the
|
|
1359s builders believe the future is, right? A
|
|
1360s lot of developers are switching over to
|
|
1362s Deep Seek Harness because it's got that
|
|
1364s open source vibe. It's so easy to share
|
|
1366s everything. So, under the hood, this
|
|
1368s whole design runs on something called
|
|
1370s Cordis and Deepseek did something labs
|
|
1373s almost never do for a product like this.
|
|
1374s They actually published an actual
|
|
1375s research paper explaining the design.
|
|
1377s Now, if you haven't seen that already,
|
|
1379s you can actually find it on the GitHub
|
|
1380s page, right? So they have a full like
|
|
1382s paper on cordis and how it works as a
|
|
1384s paradigm and essentially you don't need
|
|
1387s to read it. It is kind of interesting
|
|
1389s but it's very very heavy maths but the
|
|
1391s core idea matters and it's pretty simple
|
|
1393s to say right. So every action in the
|
|
1395s system can be cleanly reversed if you
|
|
1398s add a piece and there's a guaranteed
|
|
1399s clean way to remove that piece with no
|
|
1401s leftover mess and no side effects and
|
|
1403s everything else. Well, that's the reason
|
|
1405s everything is a plug-in actually works
|
|
1406s here, right? So instead of collapsing
|
|
1408s into chaos, which is what usually
|
|
1410s happens when software gets it modular,
|
|
1412s the swapping is pretty safe by design
|
|
1414s mathematically not held together with
|
|
1416s like tape and hope. Uh there's also very
|
|
1419s Jane Street. So if you know that world,
|
|
1422s building the boring and rigorous
|
|
1423s foundations first so the exciting stuff
|
|
1425s on top doesn't fall over. That's what
|
|
1427s it's all about. It's just about building
|
|
1429s good foundations inside this harness.
|
|
1430s And again, like I said, it's very
|
|
1432s unique. Now, you might be wondering,
|
|
1433s okay, what are the four modes? Because
|
|
1435s this is the control panel. people click
|
|
1437s past on day one and never revisit. So if
|
|
1439s we have a look for example here, you can
|
|
1441s see here that we've got this standard
|
|
1442s mode right here at the top. Right? So we
|
|
1446s can switch through this when we start a
|
|
1448s new session. So we've got standard mode,
|
|
1449s code mode, minimal mode, and creator
|
|
1451s mode. [snorts] So in settings, there's
|
|
1453s an agent preset option with four choices
|
|
1455s and each one is just a really different
|
|
1457s amount of power handed to the agent.
|
|
1459s Standard mode is home base, balanced
|
|
1462s capabilities, good judgment about tools,
|
|
1464s right? For everyday business tasks, the
|
|
1466s summaries, the drafts, the research jobs
|
|
1468s from level one. You'll spend most of
|
|
1470s your time here to be honest. Code mode,
|
|
1472s right? That actually unlocks the heavier
|
|
1475s building powers for bigger technical
|
|
1476s jobs. So, if you're having it construct
|
|
1479s something complex over many steps, this
|
|
1482s gives it more room to work. Most
|
|
1484s non-technical users will rarely use it,
|
|
1488s and that's fine. Knowing you don't need
|
|
1490s a mode is probably as useful as knowing
|
|
1492s you do. And then for example, you have
|
|
1496s uh minimal mode. And what this does is
|
|
1498s actually strips the agent down to almost
|
|
1500s nothing. It's very light. It's very
|
|
1502s fast. Fewer moving parts. Perfect for
|
|
1504s quick, simple questions where you don't
|
|
1507s need it opening files or running tools
|
|
1509s for you. Think of it as a difference
|
|
1511s between calling a whole team into a
|
|
1513s meeting and just asking the person at
|
|
1516s the next desk. And then there's creator
|
|
1518s mode. So, creative mode exists for
|
|
1519s exactly one job, and it's a feature I
|
|
1520s teased at the top of this course. So,
|
|
1523s building new plugins by prompting. You
|
|
1525s can describe a tool that you wish
|
|
1527s existed in one plain English sentence,
|
|
1529s and the harness builds that tool live
|
|
1531s inside your session and actually
|
|
1532s switches it on. So, let me walk you
|
|
1534s through this slowly because the first
|
|
1536s time you see it, it doesn't really feel
|
|
1537s real, but if you start a new session,
|
|
1539s you can pick creator mode. So, let's try
|
|
1542s this out. So, we're going to click on
|
|
1544s create a mode over here, like so. We'll
|
|
1546s select that. Make sure you click on a
|
|
1548s new session. So you click the plus sign
|
|
1550s to start a new session. And then you're
|
|
1551s going to select create a mode. And from
|
|
1554s there, you type a sentence describing
|
|
1557s something that you want to exist. So
|
|
1560s let's make it concrete. In this example,
|
|
1562s we actually said, add a small panel in
|
|
1565s the bottom corner that shows my three
|
|
1566s tasks for today and let me tick them
|
|
1568s off. So you can now send that as you can
|
|
1572s see right here. And then we can click on
|
|
1574s full access and we'll just allow that as
|
|
1577s you can see right here. And basically
|
|
1579s the moment you send that the harness
|
|
1580s automatically loads its own plug-in
|
|
1582s development skills. So you can watch it
|
|
1583s do this in the trajectory view. So if we
|
|
1585s go to the trajectory view that we were
|
|
1586s talking about before, you can see here
|
|
1588s that it's beginning to use this system
|
|
1591s right here. Right? And so if you look at
|
|
1593s this example, this is a sped up version.
|
|
1596s Basically when we've asked for the
|
|
1598s system, it's got the daily panel over
|
|
1601s here. Right. So, we asked it to add a
|
|
1604s small panel. This is again sped up just
|
|
1606s so you can see it in in action. But the
|
|
1608s main thing here is like you can build
|
|
1610s your own workspace. Like how amazing is
|
|
1612s that? You imagine you can go into Claude
|
|
1615s and you're like, "Mate, I want this to
|
|
1616s look like that. I want this to look like
|
|
1618s that. I want to build my mission
|
|
1620s control." You can't do that inside
|
|
1621s Claude. It's closed. It's not editable.
|
|
1623s It doesn't swap in and out. But Cordis
|
|
1625s is unbelievable for doing this. Like,
|
|
1627s I've never seen any other tool that can
|
|
1630s do that. And I don't want to hype it up
|
|
1631s or like tell you how amazing it is
|
|
1633s without you trying it and then you try
|
|
1634s it and maybe it's not as great as it
|
|
1635s sounds, but it is impressive. Like I've
|
|
1638s never seen that before. So, what this
|
|
1639s allows you to do is basically build
|
|
1642s something in real time inside the
|
|
1643s plug-in workspace and just add new cool
|
|
1646s stuff. So, if you're building out and
|
|
1647s you're like, do you know what? I wish I
|
|
1648s had a goal section. I wish I had a
|
|
1650s journal section. I wish we could do
|
|
1651s this. I wish we could do that. We can,
|
|
1652s you can do it, right? It's kind of like
|
|
1653s a genie. So, [snorts]
|
|
1655s it starts building. A minute or so
|
|
1657s later, it presents the finished plugin
|
|
1658s and asks you to approve it. One button,
|
|
1660s you click approve and the panel appears
|
|
1661s on your screen. So, you can now takeick
|
|
1663s off tasks. You didn't write a line of
|
|
1665s code here, by the way. You didn't
|
|
1667s download anything. You didn't wait for a
|
|
1668s developer. You just described what you
|
|
1670s want and the thing came into existence
|
|
1673s in front of you. How amazing is that?
|
|
1676s Now, if you don't like it, you can edit
|
|
1678s that as well. So, you can say, "Okay,
|
|
1680s make it smaller or move it left or I
|
|
1682s want different colors or keep it
|
|
1684s forever." Right? So you literally
|
|
1686s describe what you want. And so it's a
|
|
1688s very editable and sort of flexible
|
|
1691s harness that again I've never really
|
|
1693s seen before. So it's like a
|
|
1695s conversation. You can go back and forth
|
|
1696s and change it exactly how you want and
|
|
1698s mold it in the vision that you have for
|
|
1700s it. Now you can also stop the plugin and
|
|
1703s then it can basically end instantly. So
|
|
1706s you can actually switch off anything
|
|
1708s that [snorts] you have as well and you
|
|
1709s can start it and it's back. So by
|
|
1711s default it just lives inside that
|
|
1713s session. But you can also persist it as
|
|
1715s well. So it's permanently part of your
|
|
1716s harness. So you see how it's now
|
|
1717s defining the plugin. Again, this is slow
|
|
1720s motion mode versus the demo that I
|
|
1721s showed you a second ago. But that's
|
|
1723s basically how it works. And then if you
|
|
1724s build something, you can keep it
|
|
1726s forever. So you see how it's just built
|
|
1727s out this task panel now and we can
|
|
1729s approve it. And boom, look at that.
|
|
1731s We've just built out a list of goals
|
|
1734s that we want. And then if we want, we
|
|
1736s can make that persistent forever or we
|
|
1738s can just delete it. And we can add
|
|
1739s tasks. We can edit it. It will take it
|
|
1741s off and that is ready to go.
|
|
1742s Unbelievable. Really cool. I just love
|
|
1744s how flexible that is. You're never going
|
|
1746s to get that with a closed model, but
|
|
1747s this is the power of open source. It's
|
|
1749s just it's designed for what you want.
|
|
1751s Also, when you think about this, it's
|
|
1753s like, okay, well, who are they
|
|
1754s targeting? I think they're targeting
|
|
1756s people, particularly developers, who use
|
|
1758s stuff like Claude Code dayto-day, but
|
|
1760s they're like, I want it to be more my
|
|
1762s style. I want it to be customized to me.
|
|
1764s And so, this is this is something that
|
|
1766s you can do. Anyway, you can basically
|
|
1768s build stuff, keep it forever. And if you
|
|
1771s think about what this actually changes
|
|
1772s like, every piece of software you have
|
|
1774s ever used was somebody else's guess
|
|
1775s about what you need. But the menus, the
|
|
1777s buttons, the panels, it was all designed
|
|
1779s for an imaginary average user who isn't
|
|
1781s you. Creator mode flips that
|
|
1783s relationship. So the interface becomes
|
|
1784s clay. You want a panel that tracks your
|
|
1787s content published from idea to publish.
|
|
1790s Describe it. You want a button that
|
|
1792s kicks off your morning routine with one
|
|
1794s click, describe it. Right? a little
|
|
1796s dashboard showing the last five files
|
|
1798s your agents produce. You just describe
|
|
1800s it. So the gap between I wish this tool
|
|
1802s did X and the tool doing X collapses to
|
|
1805s one sentence and one approval click. And
|
|
1807s I've been doing this for a while and I
|
|
1809s still find that slightly hard to believe
|
|
1810s every time it works. Now the buried
|
|
1813s setting setting that I promise you at
|
|
1815s the start. This one's for when you want
|
|
1817s control even creator mode doesn't give
|
|
1820s you the power to switch off pieces of
|
|
1822s the product yourself. So on your machine
|
|
1824s there's a dsh folder. All right. So dsh
|
|
1828s like so. And inside it is profiles then
|
|
1831s web. And in there sits a file called
|
|
1833s cordis.patch.yml.
|
|
1836s You can open it up in any text editor.
|
|
1838s Notepad is fine. It's a short simple
|
|
1840s list. Now here's what you can do with
|
|
1842s it. You can actually write the ID of any
|
|
1844s plug-in in the system. Um remember
|
|
1846s everything is a plugin including core
|
|
1848s interface pieces like the cyber. And you
|
|
1850s can add like one indented line
|
|
1852s underneath that says disabled. True.
|
|
1854s Right. Then you save the file, reload
|
|
1856s the harness in your browser, and that
|
|
1857s piece is gone. So you can edit basically
|
|
1859s the config file inside your DSH and
|
|
1862s change it and mold it however you want
|
|
1864s or you can get the agent to do it for
|
|
1865s you. So that's what they mean by like
|
|
1867s editing the harness. You can basically
|
|
1868s change everything you want to. And then
|
|
1871s you see how we've now got the Cordis
|
|
1873s plugin section over here. And we can
|
|
1875s delete stuff. We can stop it. We can
|
|
1877s play it, run it, change it, however we
|
|
1879s want to. And it's all ready to go inside
|
|
1881s the plug-in section over there, which is
|
|
1882s pretty nice. And then if we go to
|
|
1884s plug-in list, you can see all these
|
|
1886s other plugins and the plug-in
|
|
1888s configuration, too. Now, you can also
|
|
1890s view and see how each of these presets
|
|
1893s is configured. So, if we open up this
|
|
1895s configuration file like so, we can click
|
|
1898s on that and open it up and edit it. But
|
|
1900s then we can switch between these
|
|
1901s different modes. And we can also add and
|
|
1904s draft a custom preset. So, if we go to
|
|
1907s settings here, agent presets, you've got
|
|
1909s minimal, creator, standard, and code,
|
|
1911s but you could also draft a custom preset
|
|
1914s as well if you wanted to add like a
|
|
1915s totally different mode that again is
|
|
1917s fully customizable. And that's down to
|
|
1919s your creativity. Like for me, I'm not
|
|
1920s really going to mess around with that.
|
|
1921s Obviously, it's going to help me too
|
|
1922s much. But if you wanted to add like a
|
|
1924s new mode that doesn't fit within one of
|
|
1926s these four boxes, you could easily do
|
|
1928s that as well. Now there's also these
|
|
1930s websites that are popping up with
|
|
1932s individual new plugins that you can plug
|
|
1935s into these systems as well, right? So
|
|
1937s for example, if we look there's a
|
|
1939s website called deepseecode.com/plugins
|
|
1942s and what you can actually do is browse
|
|
1944s like all the plugins that have been
|
|
1945s built inside the system. So for example,
|
|
1947s they've got like plugins for developers
|
|
1950s which is like quite technical but then
|
|
1952s you also have like these agent skills.
|
|
1954s So you see here portable agent skills
|
|
1956s for building, publishing and remixing
|
|
1958s games and that sort of thing. And then
|
|
1959s we can view it on GitHub and we can
|
|
1961s actually ask for example our agent to
|
|
1964s pull that in and install it to GitHub uh
|
|
1967s to to our agent. Now when you're
|
|
1969s installing anything from GitHub, you
|
|
1970s need to be careful. Check it yourself.
|
|
1972s Get one of your agents to check it out
|
|
1974s as well. Make sure it's legit and you're
|
|
1976s happy with it. But basically, if you
|
|
1978s wanted to install something like this,
|
|
1979s you could go over to your plug-in
|
|
1982s section inside the settings here. And
|
|
1984s then you can search for plugins and you
|
|
1986s can install new plugins. Or you can
|
|
1988s actually go inside the new section here
|
|
1989s and then just say, "Okay, install this
|
|
1991s plugin." And then you can pull in the
|
|
1993s plugins from other people's stuff. So
|
|
1995s you see how it creates almost like an
|
|
1997s app store for deep sea cares where you
|
|
2001s can share everything in the world. You
|
|
2002s know, everything is a plug-in. every
|
|
2004s single part, every single piece, you can
|
|
2006s swap it in, swap it out. So that
|
|
2008s concludes level two of this whole
|
|
2010s course. Before we actually get into
|
|
2013s level three, there's just one final bit
|
|
2015s that I actually want to mention about
|
|
2016s level two, and it's quite a line in the
|
|
2018s GitHub repo that I think matters more
|
|
2020s than the whole launch announcement. So
|
|
2022s the docs say that Deep Seek Carnis
|
|
2023s supports MCP, supports the agent client
|
|
2026s protocol, and reads agents MD and Claude
|
|
2028s MD files. So let me explain that in
|
|
2031s plain English. What that means is it's
|
|
2033s the bridge to level three because MCP is
|
|
2036s a standard plug socket for tools. It's
|
|
2039s how any agent can connect to any tool
|
|
2042s without custom wiring for each pair. So
|
|
2044s the agent client protocol is a standard
|
|
2047s way for agent software to talk to the
|
|
2050s apps around it. And agents MD and Claude
|
|
2053s MD, these are the big ones are
|
|
2055s instruction files. So little text files
|
|
2057s you leave in a folder then tell that
|
|
2060s agent about your business. So this could
|
|
2061s be your rules, your writing voice, your
|
|
2063s projects, what to always do, what to
|
|
2065s never do, where things live. Claude Code
|
|
2067s reads them, OpenClaw reads them, Hermes
|
|
2069s reads them, and now Deep Seek reads some
|
|
2071s as well. And [snorts] reads the exact
|
|
2073s same files. So if you don't have these
|
|
2075s files yet, start one today because it's
|
|
2077s the highest um potential thing you can
|
|
2079s actually do. And it shares across all
|
|
2081s your agents. Takes about 20 minutes. You
|
|
2083s can make a file called agents in your
|
|
2085s workspace folder or you can just ask
|
|
2087s your agent to set that up for you. You
|
|
2088s don't have to do it yourself. And then
|
|
2089s you can write in plain English like what
|
|
2091s your business does, who your customers
|
|
2092s are, how you like things written, short
|
|
2094s sentences, no jargon, for example,
|
|
2096s whatever your rules are, what your
|
|
2098s current projects are, and anything about
|
|
2100s the agent and what it should never do,
|
|
2102s right? And that's it. It's a briefing
|
|
2104s document, but the one you'd hand to a
|
|
2105s new hire. And then from then on, every
|
|
2107s agent that opens that folder starts
|
|
2109s every task already knowing your
|
|
2110s business. I also really like, for
|
|
2113s example, something called Obsidian.
|
|
2115s Obsidian is a fantastic way to plug in
|
|
2117s context on a more advanced level. So
|
|
2119s what this has is like a full database as
|
|
2121s you can see right here of all my notes
|
|
2122s about everything about it. So for
|
|
2124s example if I am using deepseek I can
|
|
2128s plug that in and this is more part of
|
|
2130s the agent operating system but I can
|
|
2131s plug in all my context and all my notes
|
|
2134s and memories and everything about me
|
|
2136s into one system and then that will get
|
|
2138s pulled in to our deepseek harness. And
|
|
2141s so that makes everything easier cuz then
|
|
2143s you know whatever new harness comes out
|
|
2145s tomorrow that could be even better, we
|
|
2147s can just plug this system in and make it
|
|
2148s even better. And if you look at what
|
|
2151s Deep Seek chose here, they could have
|
|
2152s had invented like their own special
|
|
2154s instruction format and built a W garden,
|
|
2156s but they did the exact opposite. So they
|
|
2158s built the harness to speak the languages
|
|
2160s the existing agent world already speaks
|
|
2162s like Claude MD, the format the biggest
|
|
2164s closed source rival created. a
|
|
2166s challenger that builds for compatibility
|
|
2168s instead of locking. It's just hoping for
|
|
2170s adaptability, right? They're hoping that
|
|
2172s developers come along, see that, and
|
|
2174s they're like, "Oh, we need that." Right?
|
|
2175s People like you watch this, and you're
|
|
2177s like, "Ah, I love the plug-in system.
|
|
2179s Let's build that in." So, this leads up
|
|
2182s to a very special question, which is, if
|
|
2184s every agent on your machine reads the
|
|
2186s same instruction files, works in the
|
|
2188s same folders, speaks the same protocols,
|
|
2190s why are you running them separately at
|
|
2192s all? And that brings us to level three,
|
|
2194s the agent operating system with the
|
|
2197s deepseek harness inside it. So let's
|
|
2199s talk first about what this problem
|
|
2201s actually solves. And I hear it from my
|
|
2203s AR profit boarding members all the time.
|
|
2205s So if you followed AI for the past year,
|
|
2207s you've probably collected tools and
|
|
2208s subscriptions. So for example, Claude
|
|
2210s Code, maybe Hermes, maybe OpenClaw, now
|
|
2212s Deep Sea Carnis. Each one arrived with a
|
|
2214s wave of excitement. Each one demanded
|
|
2216s setup time and somewhere along the way a
|
|
2218s feeling crept in. There are too many of
|
|
2220s these, too many tools, too many apps. I
|
|
2222s can't keep up. Every month there's a new
|
|
2223s one and I'm falling further behind. Some
|
|
2225s of you are feeling it about this very
|
|
2227s video. So, I want you to take that
|
|
2229s feeling apart properly because it's
|
|
2231s built on a picture that's wrong. The
|
|
2232s picture in your head might be a
|
|
2234s treadmill. Every new tool is another
|
|
2236s thing you must master. So, more tools
|
|
2238s means more falling behind. But mastery
|
|
2240s of individual tools was never the skill.
|
|
2242s The skill is running one system that new
|
|
2244s tools plug into. Um, when you have the
|
|
2247s system, a new tool isn't homework. It's
|
|
2249s a free upgrade delivered to your door.
|
|
2251s So you don't keep up with the tools,
|
|
2252s your system absorbs them. And here's
|
|
2255s what should give you real confidence in
|
|
2256s this approach, right? Deepseek have
|
|
2258s focused their entire ecosystem on this
|
|
2261s whole system, right? They they have
|
|
2263s literally built out a harness where you
|
|
2265s can swap everything in and out. And
|
|
2266s that's basically on a Gentic operating
|
|
2268s system as well. It's the same
|
|
2269s philosophy. So everything is a plug-in
|
|
2271s inside one tool. The agent OS same idea,
|
|
2273s one level up. Every tool is a plugin
|
|
2275s inside one system. and the biggest open
|
|
2276s lab in the world just validated the
|
|
2278s architecture. So, let me show you what
|
|
2280s it looks like in practice because this
|
|
2282s is exactly how I work every single day
|
|
2284s across my business. So, we've got one
|
|
2286s dashboard. I call it the mission
|
|
2288s control. And every agent sits side by
|
|
2291s side each with its own job. Uh what it's
|
|
2293s best at. So if we pull this up for
|
|
2295s example this is my gen 3 operating
|
|
2297s system and what we can do here is we can
|
|
2299s see that we've got these different
|
|
2300s workflows like the SEO workflow we've
|
|
2302s got a video agent we have the loop
|
|
2303s system we have notebook plugged in here
|
|
2305s we got a cambban board memory systems
|
|
2307s etc right everything is in one place one
|
|
2310s click away including deepseeek and
|
|
2313s deepseeek harness itself beautiful so
|
|
2316s that makes everything much easier to
|
|
2319s manage and that way we can have all of
|
|
2322s our agents and everything inside one
|
|
2324s system and I can rebuild any piece of
|
|
2326s it. And the thing that makes this a
|
|
2328s system instead of Apala apps is the
|
|
2330s shared memory with obsidian as I
|
|
2332s mentioned before. So every agent reads
|
|
2334s and writes to one obsidian bolt. If you
|
|
2336s haven't met Obsidian, it's just a folder
|
|
2339s of plain text notes on your computer.
|
|
2340s That's genuinely all it is. And that
|
|
2342s plainness is the superpower because
|
|
2344s plain text files in a folder are the one
|
|
2346s thing every single agent can read and
|
|
2348s write. No special format, no company's
|
|
2350s database. It's just like one agent
|
|
2353s learns and then every agent knows
|
|
2355s because they're all looking at the same
|
|
2356s folder. So, here's how to structure
|
|
2358s yours and how to make sure that actually
|
|
2361s works. So, I like to use uh daily
|
|
2363s projects, research, and outputs. That's
|
|
2366s the way that I organize this whole
|
|
2368s system. So, it looks beautiful like
|
|
2369s this, but it's just like organized into
|
|
2371s four steps. Daily projects, research,
|
|
2374s output, and it's just a bunch of folders
|
|
2376s with one instruction folder. The reason
|
|
2379s that I do that is because complicated
|
|
2380s vaults don't work very well. But a
|
|
2382s handful of folders, you know, one for
|
|
2384s daily notes, what happened, what's in
|
|
2385s progress, one for projects, one note per
|
|
2387s active project, and for example, what it
|
|
2390s is current status, one for research,
|
|
2392s everything the agents gather, and one
|
|
2393s for output drafts and finished work. And
|
|
2395s sitting in the top is your agents MD
|
|
2397s instructions from level two. So every
|
|
2398s agent that opens a vault gets briefed
|
|
2400s automatically. And that's the whole
|
|
2401s architecture. It's just folders and text
|
|
2404s files. Pretty simple stuff. If you can
|
|
2406s organize a filing cabinet, you can build
|
|
2408s this. So, if we come back to Deepseek
|
|
2410s and Deepseek harness here and we go back
|
|
2413s to the ideas that was pulling in before
|
|
2414s on our sessions, you can see that we've
|
|
2417s got everything pulled in for our
|
|
2419s website. So, this is the whole website
|
|
2421s that it's pulled in and it's all
|
|
2423s personalized to me, right? So, it knows
|
|
2424s my brand and everything else. Why does
|
|
2427s Deep Sea Caris have so much information
|
|
2429s about me from day one? Because it's
|
|
2431s pulling in all the context from
|
|
2432s Obsidian. So, it knows what we work on.
|
|
2434s It knows what we do. It knows who we
|
|
2436s work with. It has all of our FAQs. It
|
|
2438s understands everything about me and my
|
|
2440s business from day one because we just
|
|
2442s get that memory and we plug it into our
|
|
2444s agents. And we can do the same with
|
|
2446s Hermes agent. We can do it with all of
|
|
2447s our agents. It's it's an amazing system.
|
|
2450s Gamechanging once you understand it as
|
|
2452s well. So this is the whole system. And
|
|
2454s then for example, if I'm doing something
|
|
2456s in Claude, I can go over here. If I want
|
|
2458s to go back to Deep Seek, I can go over
|
|
2460s here. Right now, you might be wondering,
|
|
2461s okay, like how do you build out an
|
|
2463s agentic operating system like this?
|
|
2465s Well, I mean, if you want mine, you can
|
|
2466s get it inside the air profit border.
|
|
2467s It's already set up and ready to go. If
|
|
2469s you want to just build it like this, you
|
|
2472s can literally just create a new session,
|
|
2474s start a new folder. So, we can create
|
|
2476s add a workspace here. And we can say
|
|
2478s mission control like so. And then we can
|
|
2480s open that up. And then we can say, okay,
|
|
2482s create a beautiful mission control
|
|
2485s dashboard for deep carnis and also my
|
|
2488s obsidian memory locally. And then you
|
|
2490s can start with the tools you use. You
|
|
2491s know if you're using claw code day today
|
|
2493s and you want that next to Hermes you
|
|
2495s just go with the same and then from here
|
|
2497s we can select this. Now also you can
|
|
2499s switch between the models here. One
|
|
2500s thing to note so for example we can
|
|
2502s select v4 pro which is the most powerful
|
|
2505s frontier level AI the deepse has whereas
|
|
2507s for example deepc4 flash not as powerful
|
|
2510s but great for volume. So if you're like
|
|
2511s okay when do I use pro? When do I use
|
|
2513s flash? Flash is great for volume. It's
|
|
2515s pretty cheap but not that smart. Decor
|
|
2517s pro fantastic for building things. So if
|
|
2519s we're building something that's like the
|
|
2521s agentic operating system, we can just
|
|
2523s click enter like so and that can begin
|
|
2525s to build it out. Now this is basically
|
|
2527s like uh a dashboard, you know, a mission
|
|
2530s control. So it's going to code it out
|
|
2532s and then it's going to start building it
|
|
2533s locally, right? So you can see here it
|
|
2535s says mission control folder is empty, a
|
|
2538s fresh build. Let me read your canonical
|
|
2540s memory file and search for what DeepS
|
|
2542s actually is. And then it's beginning to
|
|
2544s build this out. And as you can see right
|
|
2546s here, right, it is beginning to build
|
|
2548s this in. Now you can also see what it's
|
|
2550s doing step by step. So it's got like
|
|
2551s context injection and then it's got for
|
|
2553s example thinking and then it's running
|
|
2556s terminal commands. So bash is like
|
|
2557s terminal commands and it's just running
|
|
2559s through everything step by step. We can
|
|
2560s also see what it's working on locally.
|
|
2562s So what it's doing here is actually
|
|
2564s reading through our obsidian vault
|
|
2565s understanding how our existing mission
|
|
2567s control is used to start building that
|
|
2569s as well. And then it's even for example
|
|
2571s checking out goldie bench is asking for
|
|
2573s permission locally as well on everything
|
|
2574s we're building and we're good to go on
|
|
2576s that. Right. So that might code out for
|
|
2578s like 10 15 minutes. But basically what
|
|
2581s we're getting there is a full beautiful
|
|
2583s system that we can build with the
|
|
2585s mission control. And you can do that
|
|
2586s with any agent. You don't have to do it
|
|
2587s with Deep Seek. Deepseek I'm just using
|
|
2589s cuz this course is about Deep Seek, but
|
|
2591s you could build out a mission control
|
|
2592s using uh Obsidian. You could use it with
|
|
2594s Claude or whatever you want. And then
|
|
2595s you can see here is I've mapped out the
|
|
2597s environment. So we got the mission
|
|
2598s control folder. Everything else, right?
|
|
2600s And it's like, okay, what do you want me
|
|
2601s to actually do here? So what should it
|
|
2603s be for? This is for Deep Seek Harness.
|
|
2606s And then we'll get a full control room
|
|
2608s and it'll begin to build out right as
|
|
2610s you can see right here which is pretty
|
|
2611s nice. And anytime you want to stop this
|
|
2613s we can go with it as well. You're also
|
|
2614s going to see here that as this bottom
|
|
2616s right hand corner the context used. So
|
|
2618s it show us how many tokens we use the
|
|
2620s system prompt the tools messages. So
|
|
2622s it's broken down how much context
|
|
2624s everything is taken up. So messages is
|
|
2625s actually taken up the most tokens and
|
|
2627s context right here. And then we can see
|
|
2629s okay how many steps we've used the LLMs
|
|
2632s everything else right cash here as well.
|
|
2634s So that's based on like basically
|
|
2636s reducing the amount of tokens we use by
|
|
2638s rereading the existing context we
|
|
2639s already have. And it's beginning to
|
|
2641s build this out, right? And so we can
|
|
2643s have that working in the background. We
|
|
2644s can also open up other tabs of our
|
|
2646s mission control. And I'll walk you
|
|
2647s through this. So over here we have the
|
|
2649s mission control dashboard. We have all
|
|
2651s these different open source projects
|
|
2652s like Hermes is sorry paperclipip is a
|
|
2655s system where we have basically a team
|
|
2658s like an organizational chart of all our
|
|
2659s agents working together. We have the AI
|
|
2661s Asia mastermind where we can have
|
|
2662s deepseek and all our agents speaking
|
|
2664s inside a group chat like so. We have a
|
|
2666s pipeline system here where we can go
|
|
2668s from idea to built app. Then we have for
|
|
2670s example like claude with the workspace
|
|
2672s everything is saved and we can preview
|
|
2674s it for later. We have artifacts so we
|
|
2676s can preview ultra code where we can have
|
|
2678s teams of sub aents working with claude
|
|
2680s and the anci and agent system as well.
|
|
2683s Then we have hermes here. So you see how
|
|
2685s each tab is basically like a new layer.
|
|
2687s So for DeepSeek, you can have different
|
|
2689s versions of DeepSeek and the harness or
|
|
2691s different custom workflows that you
|
|
2692s actually prefer to use and it's all
|
|
2694s slotted into one system. And if you're
|
|
2696s like this is going too fast for me or
|
|
2697s that sort of thing, don't worry. This is
|
|
2699s this is level three. But if you want
|
|
2701s like a full breakdown, we've actually
|
|
2704s got a 1hour tutorial inside the profit
|
|
2706s boardroom on exactly how we build the
|
|
2708s operating system, what each part does
|
|
2710s and how it works step by step as well.
|
|
2712s You can also see that Claude is sorry,
|
|
2714s Deepseek is pulling in the skills. So,
|
|
2716s it's got these skills here like
|
|
2718s front-end design, hallmark is for
|
|
2720s reducing the amount of tokens that
|
|
2721s actually uses. And then we've got front
|
|
2722s end design as well right here. And it's
|
|
2724s using those to to create better quality
|
|
2726s designs for our mission control
|
|
2728s dashboard. So, over here we have Hermes.
|
|
2730s We've got, you know, like the Hermes bot
|
|
2732s feature that just dropped. So, we can
|
|
2734s kind of use Hermes like WhatsApp where
|
|
2736s we have different chats. We got Hermes
|
|
2737s Apollo, which is a voice agent right
|
|
2739s here. And this just gives you a feel and
|
|
2741s a vibe for how much more fun AI can be
|
|
2743s when you build out these custom
|
|
2744s workflows, custom UIs that look
|
|
2746s beautiful inside one system. So that's
|
|
2748s what I recommend cuz everything is
|
|
2750s inside one place. You got custom
|
|
2751s workflows for all of the work that you
|
|
2753s want do dayto-day. I mean for example
|
|
2755s for me again like the best things to
|
|
2758s build with Deep Sea Caris are the things
|
|
2760s that you do every single day. So don't
|
|
2762s go after hypothetical jobs. Don't try
|
|
2764s and automate something you don't need.
|
|
2765s Focus on what do you do every day and
|
|
2767s then how can you automate that. So for
|
|
2769s me for example, I was spending too much
|
|
2770s time doing keyword research. So we
|
|
2772s created this keyword research system. I
|
|
2774s was spending for example too much time
|
|
2775s creating content. So we created this
|
|
2777s system for deploying and creating
|
|
2778s content. That's what the game is about,
|
|
2780s right? So it's it's understanding where
|
|
2781s you're spending your time and then how
|
|
2783s can you automate it so you never have to
|
|
2784s do it again. And that's what you can do
|
|
2785s with DC counters. And then we have our
|
|
2787s memory system over here. And so what
|
|
2788s you'll see is like it gets updated as we
|
|
2790s use it. So 28 minutes ago, 1 hour ago, 6
|
|
2793s hours ago, right? It's not updating on
|
|
2795s every single task, but for the useful
|
|
2797s stuff that it's actually spending time
|
|
2799s on that we need for later, it will jot
|
|
2802s it down into the the memory. And then
|
|
2804s the cool thing about this is we have the
|
|
2805s graph where we can plug this into any
|
|
2807s harness. But then also we have the
|
|
2809s agents updating and adding to the memory
|
|
2812s as well. So it's a positive feedback
|
|
2813s loop. So that's basically it for the
|
|
2815s agendic operating system, how it works,
|
|
2817s why you'd use it, and how powerful it
|
|
2818s is. So if we come back to that mission
|
|
2820s control example where we're building out
|
|
2822s mission control, you can see here that
|
|
2824s it's opened up and we have the full
|
|
2827s example of what we created. So if we
|
|
2828s come back for example, just to recap,
|
|
2830s we've said okay create a beautiful
|
|
2831s mission control for this. Then we said,
|
|
2834s okay, go off and do this and we selected
|
|
2835s the options. It went off just ran
|
|
2837s [snorts] autonomously. I actually went
|
|
2839s out to the cinema and and just watched a
|
|
2842s movie and then I came back and it's been
|
|
2844s fully completed. So it is really
|
|
2846s autonomous. So, you can see it actually
|
|
2847s checks for a to-do list, which I'll
|
|
2848s explain in a second. And then you can
|
|
2850s see this is ready to go. Now, in between
|
|
2853s that, basically, what I actually did is
|
|
2856s it gave me the full details here. And if
|
|
2858s you're like, "Oh, I'm not sure cuz you
|
|
2860s know, it's quite a long answer." Like, I
|
|
2862s mean, you're looking at like a thousand
|
|
2863s different characters right there. Right.
|
|
2865s So, once it's completed, you can say
|
|
2866s like, "Open up." And then it will
|
|
2868s actually open up and control this in
|
|
2869s your browser. So, you can see an example
|
|
2871s right here of our sessions, a memory, a
|
|
2873s command. Right? And so we've built out a
|
|
2875s full command deck using the system from
|
|
2879s Deep Seek. So if we have a look here, we
|
|
2880s can see all our previous sessions for
|
|
2883s DeepSeek, which is pretty wild when you
|
|
2884s think about it. It's just built that
|
|
2886s into a beautiful system. And it's
|
|
2887s actually organized my Obsidian vault as
|
|
2890s you can see right here. So we've got
|
|
2891s like a information about me. We have the
|
|
2894s winds. We have, for example, decision
|
|
2895s logs. These are actually this is
|
|
2897s actually taken from my Obsidian vault.
|
|
2898s We can even search the vault and it's
|
|
2900s done this fully autonomously without me
|
|
2901s doing anything. So, one thing I will
|
|
2904s tell you is like this is how much of a
|
|
2906s difference the harness actually makes.
|
|
2908s When I've tried to do this myself, like
|
|
2910s you know, if I'm using claw or something
|
|
2911s like that, it will come back with
|
|
2912s something very, very basic. But if you
|
|
2914s look at that system right here, so we
|
|
2915s pull this up side by side. This is the
|
|
2918s mission control built. And then over on
|
|
2921s the left hand side, we have the harness.
|
|
2922s Now, it's actually built something
|
|
2924s really complex and quite interesting. So
|
|
2926s if we open this up, it shows us how many
|
|
2928s tokens out we've built, how many
|
|
2929s sessions we've run, how many workspaces
|
|
2930s we have, how many tokens in the peak
|
|
2933s context, the model we're actually using
|
|
2934s with DC caris cuz this is a mission
|
|
2936s control. And so we've basically taken
|
|
2938s the basic carnis over here and turned it
|
|
2940s into a beautiful mission control. Then
|
|
2941s we can see our recent sessions. So if we
|
|
2943s look through here, we can see our recent
|
|
2944s sessions. We have our workspaces, we
|
|
2947s have our previous session history, we
|
|
2949s have our memory, and we have the command
|
|
2951s engine where we can actually just run
|
|
2953s headless runs with DC. So what that
|
|
2955s means essentially is like we can run a
|
|
2957s command and then we'll see the output
|
|
2958s over here. So if we say for example just
|
|
2960s terrible example but let me give you an
|
|
2962s example like build out a snake game. So
|
|
2964s we'll just you know we'll vibe code like
|
|
2966s it was 2024 and then we'll hit launch
|
|
2968s like so and that's actually going to
|
|
2969s launch a session right here with deep
|
|
2972s sea carnis. So we've basically put like
|
|
2974s a interesting mission control system on
|
|
2977s top of the deep sea carnis in like one
|
|
2980s single prompt. So it's done a very very
|
|
2981s good job which actually blows me away um
|
|
2984s by how interesting it is and that sort
|
|
2985s of thing. Now another thing that we were
|
|
2988s talking about previously was for example
|
|
2990s models. So if we go inside the edit
|
|
2992s section here we can plug in an API key
|
|
2995s but we can also add a model here. So you
|
|
2997s can actually go inside creator mode like
|
|
2999s so. So we can start a new session like
|
|
3001s this creator mode and then we can say
|
|
3003s okay can you add open code as a dropown
|
|
3007s with deep seed v4 flash that I can use
|
|
3008s the harness for free when I am building
|
|
3011s with it. So you see how we're using the
|
|
3013s power of creator mode to start
|
|
3017s customizing the plugins and the way this
|
|
3020s is built. And so we can actually rewrite
|
|
3023s our workspace and customize it in this
|
|
3025s way. And then just hit enter over here.
|
|
3027s And that should build out a plugin where
|
|
3030s we can have a drop-own box to use open
|
|
3033s code locally. Uh well, not locally, but
|
|
3035s to use our local installation of open
|
|
3037s code and then to plug in that free model
|
|
3039s where we can use steepc4 flash for free.
|
|
3042s So we got that building on the left hand
|
|
3043s side and over here we have the snake
|
|
3045s game running on the right hand side. So
|
|
3048s you can see that's been fully built over
|
|
3049s here. Okay. So [snorts] that's been
|
|
3051s created and then we have our commands.
|
|
3054s So we can do help, workspaces, session,
|
|
3056s status, version of memory. Pretty nice.
|
|
3058s So it is really amazing, really
|
|
3060s interesting as a project. And you can
|
|
3062s see how that's building out right here.
|
|
3063s Also something else that you can do here
|
|
3065s is you can have multiple sessions coding
|
|
3067s at the same time. So if you were looking
|
|
3069s at this mission control system here,
|
|
3071s what you could actually do is you could
|
|
3072s have multiple agents, multiple
|
|
3074s conversations running on the same
|
|
3076s process. So if we post a iteration or
|
|
3079s you know we post a prompt here we'll
|
|
3081s actually have two different agents two
|
|
3083s different conversations inside the same
|
|
3085s project. The same for example with
|
|
3086s Obsidian we can have two conversations
|
|
3088s running at the same time and they can
|
|
3089s just go side by side and you can have
|
|
3091s like multiple of those. You could have
|
|
3092s like six different uh different agent
|
|
3094s conversations coding into the same
|
|
3096s folder to build out like multiple
|
|
3098s features at once. So to give you an
|
|
3100s example this right we could do new
|
|
3102s session here inside the same folder. So,
|
|
3104s we're running inside the mission
|
|
3105s control. And if you want to change the
|
|
3107s folder that you're working in, you can
|
|
3108s just click the drop down, select between
|
|
3110s your recently used or click on add a
|
|
3112s workspace, add a new one like so. And
|
|
3114s then over here, we can say, okay, make
|
|
3115s the mission control like really bright
|
|
3117s and colorful and interesting. And so,
|
|
3119s what we can do here is we've now got the
|
|
3122s Deep Seek section that's being built in
|
|
3124s with Open Code. And over here, we have
|
|
3126s the mission control being repackaged in
|
|
3128s terms of the UI and the colors. So you
|
|
3130s see how we've got multiple conversations
|
|
3132s going on at the same time to really
|
|
3134s improve the systems and make them even
|
|
3136s better. Uh so you can do that inside the
|
|
3138s same project or you can do that outside
|
|
3140s the same project as well which is really
|
|
3142s interesting. So they're basically coding
|
|
3144s out in the background right here. And
|
|
3146s the other cool thing about having the
|
|
3147s Aentic operating system is like you can
|
|
3149s open it in full screen right here.
|
|
3152s Right. So you see how we've got the link
|
|
3154s at the top. This is where it's actually
|
|
3156s running on a local host, but we can use
|
|
3158s it embedded inside our operating system
|
|
3161s as well, which is great. One [snorts]
|
|
3163s thing that I also like to do is I like
|
|
3164s to switch between two different styles.
|
|
3166s So, I have DC coder over here, which is
|
|
3168s just using open code with DC FIFA. So,
|
|
3171s we can code for free. And then we also
|
|
3172s have the harness, which is free, but you
|
|
3174s would use, you know, different models
|
|
3176s inside there. So, those are being built
|
|
3178s out, right? And then as that gets
|
|
3179s updated, you can just refresh this and
|
|
3181s it will begin to be built out directly
|
|
3183s right there, which is quite nice. Now,
|
|
3185s if we have a look at the harness here,
|
|
3186s we've pretty much covered everything
|
|
3188s when it comes to this. I mean, there's
|
|
3190s little things like you can close and
|
|
3191s open the sidebar. You can add new
|
|
3193s sessions. You've got the set settings
|
|
3195s here, and you can choose how you group
|
|
3197s it by whether you want it manual or last
|
|
3198s updated and that sort of thing. You can
|
|
3200s also delete a project here. So, we can
|
|
3202s click on delete workspace and just
|
|
3203s remove that if we want to. And we have
|
|
3205s the ungrouped chats over here too as you
|
|
3207s can see. And [snorts] sometimes what you
|
|
3209s see here is like it gives you a local
|
|
3211s address like this. You can either open
|
|
3213s that up manually and just copy and paste
|
|
3214s that into your browser like that. Or the
|
|
3216s other option you have is you can just
|
|
3217s say you know open this up or turn this
|
|
3219s into a web page so I can view view it
|
|
3220s and preview it and that sort of thing
|
|
3222s which is quite nice. So these are the
|
|
3224s finishing touches and then you can see
|
|
3225s over here it's asking us for approval.
|
|
3227s So, we're going to click on allow. And
|
|
3229s that's beginning to edit the settings
|
|
3231s inside the DSH folder, which is where
|
|
3234s the visual UI of how it's being written
|
|
3237s is is right there. Right? So, the DSH,
|
|
3240s if you remember earlier, is the folder
|
|
3242s where the UI and everything that we
|
|
3244s build inside creator mode is is
|
|
3246s published. And you can see here, for
|
|
3247s example, it's editing the public/style
|
|
3250s CSS. And I think it's quite interesting
|
|
3252s as well because it sort of teaches you
|
|
3254s what it's doing and how it's coding, but
|
|
3256s you don't need to be technical to use
|
|
3258s it. So you can you can just keep it
|
|
3260s simple and give it simple like plain
|
|
3261s text prompts, but also you kind of learn
|
|
3264s like what it's doing and how it's coding
|
|
3265s out the project and where it's putting
|
|
3267s everything and why it's doing that and
|
|
3268s that sort of thing. And also if you
|
|
3270s click on these, you can see it's
|
|
3272s thinking. So you can see it's reasoning
|
|
3274s as it goes through, right? So it's like
|
|
3276s here's the CSS. Now let me consider this
|
|
3278s actually let me think about this. So, if
|
|
3280s you want to go like really in depth in
|
|
3282s terms of what it's doing, you can view
|
|
3283s over there. And now we can see we've got
|
|
3285s the new version of this setup as you can
|
|
3287s see, right? So, you can switch between
|
|
3290s um all of these different settings and
|
|
3292s it's just improved it slightly. I
|
|
3294s actually don't like the way that it's
|
|
3296s redone that, but yeah, you get the
|
|
3297s point. Like, you can just iterate and
|
|
3298s improve and stuff like that. One other
|
|
3300s thing that you can do here is you can
|
|
3301s build out skills. So, if we go to the
|
|
3303s settings, we can actually teach skills
|
|
3306s to our AI agents like our harness. So
|
|
3309s what does that mean? So basically like
|
|
3311s skills are also plugins inside the setup
|
|
3315s that we've got here. Right? So when
|
|
3317s we're for example like running SEO
|
|
3320s workflow, we can say okay save this as a
|
|
3322s plugin. Do that as a plugin. Right? So
|
|
3324s for example here, let's say I've got a
|
|
3326s skill for SEO or let's say for example
|
|
3329s we have a UI skill like UI UX Pro Max.
|
|
3332s We can grab that. Then we can go over to
|
|
3335s the aentic OS and we can say can you
|
|
3337s install this as a plugin as a skill so
|
|
3339s that you can actually create really nice
|
|
3341s UI. So if you see for example we can
|
|
3344s actually teach it as a skill and we can
|
|
3345s improve that directly there as well
|
|
3347s also. Pretty cool. So you know I was
|
|
3349s talking before about how to add deepsee
|
|
3352s v4 flash for free with open code. So, if
|
|
3355s we click on this dropown now and we
|
|
3356s click on the model, you can see that
|
|
3358s we've got Deep Seat V4 Flash, Deep Seat
|
|
3360s V4 Pro, and now we have added Deep Seat
|
|
3362s V4 Flash free. How cool is that? So,
|
|
3365s we've added a free model inside a
|
|
3366s harness. And that's just ready to go
|
|
3368s right there. So, if we actually look at
|
|
3370s what it's done over here, we said, okay,
|
|
3373s can you add open code as a drop down
|
|
3374s with Deep Seek V4 Flash so that I can
|
|
3376s use the harness for free when I'm
|
|
3377s building it? Said, sure, I'll
|
|
3379s investigate that. Now, let me build it.
|
|
3381s Um, and then it says the key harness.
|
|
3383s here's the information and then it
|
|
3384s started looking at what open code is. So
|
|
3386s it was like reading and thinking and
|
|
3388s having a look through our files. They
|
|
3389s said I've got the new uh the full page
|
|
3391s here. Right. So your harness ships the
|
|
3394s open code provider but it's mounted
|
|
3396s dormant. So it only appears in the model
|
|
3399s drop down once the setting profile
|
|
3400s activates it. So open code zen offers
|
|
3403s deep seat v4 flash for free. And so it
|
|
3405s needs an open code setup and then it's
|
|
3408s rooted that inside the settings so that
|
|
3410s it's a model that we can add on the
|
|
3412s dropdown. Right? So it says it ships
|
|
3414s with the drop down here and then we've
|
|
3417s got that plugged into the system. Pretty
|
|
3419s cool actually amazing that you can just
|
|
3421s change the drop down like that. I mean
|
|
3423s you could do the same for example if you
|
|
3424s wanted to code for free. You could also
|
|
3426s go to open router. You could go to omni
|
|
3428s router. You can actually type in free on
|
|
3431s open router here and you'll see all
|
|
3432s these different models that you can then
|
|
3434s plug in directly into deepseeek harness
|
|
3437s to code for free as well. So that's
|
|
3439s basically it. That is the full course.
|
|
3440s We've talked about all the different
|
|
3441s levels. The top level is aic operating
|
|
3443s systems. The basic level is just using
|
|
3446s like the coding functionality to build
|
|
3447s out whatever you want. We've covered
|
|
3449s skills, plugins, cordis, why it's so
|
|
3451s different, what makes it useful versus
|
|
3453s everyone else, and also [snorts] how to
|
|
3454s to get the most out of it and even add
|
|
3457s your own free models and how to plug it
|
|
3458s into an energetic operating system where
|
|
3460s you've got everything inside one place.
|
|
3462s Now, if you want to get more training on
|
|
3463s this sort of stuff, if you want to
|
|
3464s connect with me personally, feel free to
|
|
3466s join the AI profit boardroom link in the
|
|
3468s comments description or just go to the
|
|
3469s apiprofitboom.com. You see, we've got a
|
|
3471s bunch of nice reviews and testimonials
|
|
3473s right there. Inside the community, you
|
|
3474s can post questions, get help and support
|
|
3476s in real time, and I personally answer
|
|
3477s those questions on a daily basis. In the
|
|
3479s classroom, you can actually get access
|
|
3481s to all of our best trainings. So, we add
|
|
3483s new courses. If you like these sort of
|
|
3484s courses, we've got a bunch of courses
|
|
3485s over here. We have all my playbooks I
|
|
3487s personally use inside my own business.
|
|
3489s And then also inside the new daily
|
|
3491s update section, you can grab the Agentic
|
|
3493s operating system that we've built and
|
|
3494s we've just updated it. Plus, you can get
|
|
3496s the zip file to install it. And then you
|
|
3497s can get access to all of our new
|
|
3499s trainings and useful materials. Right
|
|
3501s here inside the calendar you can jump a
|
|
3502s weekly coaching call. So there are four
|
|
3504s weekly coaching calls per week where you
|
|
3506s can ask questions and get help and
|
|
3507s support in real time. And in the map you
|
|
3509s can meet people in your local area who
|
|
3510s are building out with AI agents like
|
|
3512s you. So I hope to see you inside there.
|
|
3513s Link in the comments description or just
|
|
3515s go to the arpebomb.com. That is the full
|
|
3517s Deepseek harness course as promised and
|
|
3521s excited to see what you build. She's
|
|
3523s watching. |