OpenClaw Overview: Which AI Agent Should You Use?

Josh: You probably have six or seven apps on your phone that each do one thing. Josh: One controls the lights, a thermostat, your security cameras. Josh: Each has its own login, its own interface, and its own notifications. Josh: It's horribly annoying. Now, imagine replacing that all with a single WhatsApp Josh: thread or a single text message through your phone.

Josh: That is CLAW. And it's not just for home automation. People are running CLAWs Josh: that monitor code bases and open pull requests when they sleep. Josh: They even draft these investor reports by pulling live market data. Josh: It can do anything that you can do, but digitally on your computer. Josh: The word claw describes something different from the AI that most people know.

Josh: A lot of people are used to chatbots, which you type into, and it forgets everything Josh: about you by the next session. Josh: And then there's agents that are capable of actually going on the web and doing Josh: things for you, acting on your behalf. Josh: But then there's claws, things that run in the background that can orchestrate Josh: complicated tasks that have persistent memory that never forget.

Josh: And that, that is what every major AI company in the world is building right now. Josh: Anthropic, OpenAI, Google, Perplexity, everybody is building a claw. Josh: And this episode, we're going to walk through all the options that you have Josh: and which one is overall best for you. Ejaaz: Yeah, the AI stack has changed quite aggressively over the last couple of months.

Ejaaz: If we think of like the LLM as like the brain, then claws are kind of like the Ejaaz: arms and the limbs that allow you to actually do things. Ejaaz: Now, everyone's familiar with ChatGBT and clawed. It's kind of like you ask Ejaaz: it something and it gives you an answer in text, but it doesn't actually do anything for you.

Ejaaz: And then we had the progression to AI agents, which is basically strapping an Ejaaz: LLM with a bunch of different tools, your email, Slack, whatever it might be. Ejaaz: But it was still super clunky. Ejaaz: It could like use the tool, but it didn't know when to use the tool. Ejaaz: And that's when OpenClaw and Claw started becoming really popular because it Ejaaz: tied in persistent memory and context about you with these different tools to

Ejaaz: create a personal agent that actually worked. And that's why it went super viral. Ejaaz: Remember, this was a vibe-coded project, OpenClaw, formerly known as ClawedBot, Ejaaz: over the weekend by Pete Stuy. Ejaaz: And it went completely viral, where it has now tens of millions of users building Ejaaz: their own versions of personal agents every single day. Ejaaz: So if ChatGPT was the brain, you Ejaaz: now have OpenClaw or all these different claws, which do stuff for you.

Josh: So now that we're familiar with what a claw is, there are kind of two tiers of these claws.

Josh: One being plug and play. these are companies like anthropic open ai meta through Josh: their madness thing and perplexity these are the ones where you probably have Josh: an account it's twenty dollars a month they give you access to all the tools Josh: and then there is the fully custom ones this is what you are probably most familiar with Josh: being OpenClaw and all of the open source alternatives to the OpenClaw infrastructure.

Josh: That's kind of for the hardcore tinkerers or people who really want to build Josh: custom stacks for their claws. Josh: But we should be starting probably with the foundation labs, Josh: the labs that everyone's familiar with, because chances are you already use Josh: them and have an account open with them already. Ejaaz: Yeah. So OpenAI of all the foundation labs is kind of what took OpenClaw being Ejaaz: a niche project to something more mainstream.

Ejaaz: They technically didn't acquire Pete Stye and the OpenCore project. Ejaaz: It's technically still open source and they created a foundation, Ejaaz: but OpenAI basically owns OpenCore at this point. Pete Stye works. Ejaaz: He's a full-time employee at OpenAI and he's building out their version of OpenCore for OpenAI. Ejaaz: And so in Sam Altman's announcement post, he says he's joining OpenAI to drive Ejaaz: the generation of personal agents.

Ejaaz: And what's interesting about Pete Stye's take on this is he still wants to build Ejaaz: OpenCore in the vision that he has for it. Ejaaz: But something interesting that Pete Stein mentioned on his podcast with Lex Ejaaz: Friedman is one of the reasons why Sam Olman was super excited about acquiring Ejaaz: OpenClaw Project as a whole and bringing it so close to ChatGPT is Sam realized a weakness in ChatGPT.

Ejaaz: No matter how many apps or tools he created, no matter how much of an app store Ejaaz: he built on top of ChatGPT, Ejaaz: developers didn't really want to build on OpenAI because it didn't give them Ejaaz: the customization capability to be able to build the types of apps that they wanted to do. Ejaaz: And in their fairness, they can't envision exactly what AI apps look like right Ejaaz: now. This is the Wild West at the moment.

Ejaaz: So he realized that it was probably best to build the number one or bring the Ejaaz: number one open source ecosystem for building customized personal AI agents Ejaaz: into OpenAI. And that's what he did with Pete Starr. Ejaaz: Yeah, so since the acquisition, OpenAI has built out a suite of different features, Ejaaz: which create their own version of OpenClaw for ChatGPT.

Ejaaz: A few come to mind. So they have computer use, which allows ChatGPT to take Ejaaz: over your browser or desktop itself and do a bunch of things. Ejaaz: Now, it's important to know that OpenAI to date has acquired a lot of memory and context about you. Ejaaz: And now they're matching that with a personal agent, which is exactly what OpenClaw Ejaaz: is. So that's great to see.

Ejaaz: They also have an AI browser called Atlas, which allows you to do any of the Ejaaz: browser extension type of stuff. Ejaaz: So if you want to do research or if you want to browse your email or do anything Ejaaz: that is in your online digital world, it can now also do that.

Ejaaz: And the final thing is, of course, their coding agent, Codex itself, Ejaaz: which they integrate with the former two tools that I just mentioned, Ejaaz: which allow them to do the building and creation of new things that you want. Ejaaz: So you have this personal agent that sits within ChatGPT right now that can Ejaaz: do so much more than just be a chatbot LLM. Josh: Now, perhaps you don't have an OpenAI subscription and you have something like Anthropic on Claude.

Josh: Well, you're in luck. Anthropic has probably the most robust alternative to OpenClaw. Josh: They didn't acquire OpenClaw, so therefore they were forced to build their own version.

Josh: And they've deployed quite a few features and utilities that really make it Josh: a compelling offering for the average person who doesn't want to fully build Josh: a custom Claw stack. And there's this whole laundry list of things, Josh: starting with Claude Cowork. Josh: Funny enough, it only launched, what, less than three months ago? Josh: It hasn't even been around for that long.

Josh: Two months ago. But it has been such a huge game changer because Cowork works Josh: with your entire computer. Josh: It allows it to access files on your desktop, execute those files, Josh: and actually make changes on your home computer so it can take over whatever Josh: you give it access to in a secure way. Josh: Just recently, yesterday, they released Routines, which are basically cron jobs Josh: for those who don't know. They're scheduled tasks that you can do with your computer off.

Josh: You'll find a lot of people have been hyping up purchasing mac minis because Josh: they allow your computer to sit on your desk and stay always Josh: on well these new routines offer a cron Josh: job feature for your claude instance without your Josh: computer needing to be on all the time that's very cool they recently rolled Josh: out computer use which lets claude actually see your screen move the mouse around

Josh: it can click type navigate apps and it's all permission gated so it's very secure Josh: you kind of choose what you want it to have access to and then it will go off Josh: and do whatever tasks that you ask it to do And then finally, Josh: there's this little thing you may have heard of called Clawed Code, Josh: which is probably the most popular coding developer engine that currently exists, Josh: all baked into one super app.

Josh: So the Clawed Desktop app is a super app that is functioning as a hybrid claw Josh: that allows you to schedule these tasks, manage agents, actually engage with Josh: your computer and do so whether it's turned on or off. It's a really powerful piece of software. Josh: And personally, this is what I find myself using the most. I love the Anthropic Josh: stack that they've built, how there's connectors and plugins to a lot of the Josh: tools that I use that are third party.

Josh: And I found it to be just very easy to set up, very robust and very secure in Josh: the sense that it only accesses the things that I explicitly give it permission to. Ejaaz: Yeah, it's really funny. Two months ago, Anthropic was the most hated company Ejaaz: from the OpenClaw community for one simple reason. Ejaaz: They started just banning people using Anthropic claw tools for OpenClaw. Ejaaz: And no one quite knew why. People thought that they fumbled by like,

Ejaaz: you know, this was a missed PR opportunity. You could have gotten so many new Ejaaz: subscriptions and users. Ejaaz: But Anthropic wouldn't let loose why they were doing this thing. Ejaaz: Fast forward two months, and they've released, I believe it's 30 plus features Ejaaz: specifically to rebuild OpenClaw within a sandboxed and closed environment. Ejaaz: And the reason is pretty fair, which is OpenClaw is kind of the wild west. Ejaaz: There's a lot of security flaws.

Ejaaz: It's kind of expensive. It's kind of hard to use. We create a packaged, Ejaaz: curated, cheap version all for 20 bucks a month for you to use. Ejaaz: And you don't have to worry about, you know, losing all your photos or your Ejaaz: hard drive information. You could just quietly and confidently use this product and it just works.

Ejaaz: And that's what they shipped over the last two months. Ejaaz: That's kind of a little bit of a misdirection because really it's over the last Ejaaz: three weeks, they shipped the bulk of those features, just insane amount of delivery. Ejaaz: It wouldn't surprise me if they're using some kind of closed open core implementation Ejaaz: that they built within themselves to actually build and launch these features.

Ejaaz: A few more things that are pretty cool about their version of OpenClaw, Ejaaz: which OpenClaw itself does not have. Ejaaz: You can currently shut your laptop that you're watching this video on right Ejaaz: now and still operate their version of OpenClaw because they have these things Ejaaz: called dispatch and routines that you mentioned earlier, which allows you to do this.

Ejaaz: So they've really built a comprehensive suite that has rebuilt OpenClaw in a Ejaaz: much more meaningful way. Ejaaz: And it's important because Anthropic currently has the context and data on millions Ejaaz: and millions and millions of new retail users, which is key. Ejaaz: Like when it comes down to it, if everyone's building an open call, Ejaaz: the key differentiator ends up becoming context and data.

Ejaaz: And Anthropic is one of two major companies right now, the other one being OpenAI Ejaaz: that has this advantage. Josh: So if you've heard all that, and Claude isn't quite for you, Josh: there's another competitor on the block that goes by the name of Meta. Josh: And now Meta, they actually haven't built their claw harness themselves. Josh: Instead, they acquired a company named Manus, if you remember, Josh: for about $2 billion in December of last year.

Josh: And Manus is this harness that deploys fully autonomous agents to write code, Josh: deploy apps, browse websites, do all the things that you would expect in a claw, Josh: except doing so now with the meta operating system. Josh: So if you'll remember, we recorded an episode last week on Meta's new local models. Josh: They are looking to converge these two models and the agent harness into one

Josh: instance. that seems like it's on the right track to becoming a pretty serious Josh: open claw competitor as well. Ejaaz: But not for the reason that you might think. So Manus and Meta have differentiated Ejaaz: their open claw offering in a very specific way. Ejaaz: They haven't offered it necessarily. Their hit product hasn't necessarily been Ejaaz: for retail users. It's been for advertisers.

Ejaaz: Now, that's where Meta makes majority of their money through Facebook, Ejaaz: Instagram, and the likes. Ejaaz: They basically have a crazy advertising network. In fact, I read an article Ejaaz: earlier this week, I think two days ago, where their advertising rev is now Ejaaz: becoming extremely competitive with Google, which is like the monopoly on the Ejaaz: sector for God knows how long.

Ejaaz: Manus specifically is being used to help advertisers not only create their advertising Ejaaz: campaign, but select product imagery, Ejaaz: control the tools that they use to kind of manufacture and articulate specific Ejaaz: advertisements to a target audience. Ejaaz: It does all the research for them in terms of how much time they should expose Ejaaz: an ad to a particular user. All these finer details is now managed by their Ejaaz: version of OpenClaw Manus.

Ejaaz: And I think that's such an interesting niche because this is the sort of direction Ejaaz: that Meta has started to take with their LLMs as well.

Ejaaz: Last week, they launched their own foundational model, the first that they've Ejaaz: launched in over a year called MuseSpark. Ejaaz: And it's not amazing as a general LLM, but it's great for specific tasks.

Ejaaz: And they're doing the same with OpenCore. So if you're an advertiser watching Ejaaz: this, or if you're someone that wants to market their product on any of Meta's Ejaaz: apps, definitely go check out this product because it's extremely useful for Ejaaz: you right now and no one else is doing it.

Josh: And the final claw in a box service that we're going to be talking about today is Perplexity, Josh: who just recently released perplexity computer and perplexity Josh: computer is interesting and slightly different from the rest of Josh: these options because perplexity is model agnostic it Josh: actually uses i believe 19 separate models that you can kind Josh: of choose from and it'll pick depending on what the task Josh: that you're using is and that model agnostic allows it

Josh: to do things that are kind of unique to the perplexity platform it Josh: does everything that you expect it to it can do the research it can Josh: design code deploy projects whatever kind of miscellaneous tasks you want to Josh: do but it also has the benefit of being able to do so i mean you could do it Josh: fully in the cloud on the servers but they're also going to be rolling out a Josh: version that runs locally on your machine similar to what we were talking about

Josh: with claude and open ai so perplexity is also in there it seems like the most Josh: accessible one i think a lot of people.

Josh: Use perplexity kind of as a google extension and Josh: the way they've integrated computer is very easy and simple to Josh: understand in fact one of the new things that i found was cool Josh: is they deployed a tax expert where it Josh: will actually go through your filings and your w-2s and Josh: it'll give you the best tax advice that it can Josh: being a non-cpa but what i Josh: find interesting about this is just how accessible it is

Josh: i find that a lot of the other things that we've talked about they're Josh: fairly open-ended it's on you to figure out your use cases for Josh: what you want to use this claw architecture for with perplexity Josh: they really do a good job of kind of honing in on specific use Josh: cases for you like the taxes like recently they interray with your bank accounts Josh: where it could actually see your specific finances and and give you these kind

Josh: of unique but specific use cases and i think for a lot of people that may be Josh: interesting so i would say perplexity probably is the one that holds your hand Josh: the most and if you want something simple model agnostic that would be the one to choose. Ejaaz: It's hilarious to me because every time I think perplexity doesn't have a moat Ejaaz: and they're going to die, they somehow prove me wrong. Ejaaz: Like you mentioned, it's model agnostic. They sit on all of these other LLM

Ejaaz: providers. Their moat isn't really the fact that they can access all these different models. Ejaaz: It's because they've created something called an agent harness, Ejaaz: which is, I guess, something that sits on top of all the agents that you would create. Ejaaz: It helps provide the right context at the right time and using the right tools Ejaaz: at the right time, which sounds like a claw, but they just do it better.

Ejaaz: Across a variety of different models where Anthropik is just focused on Claude Ejaaz: and OpenAI is just focused on ChatGPT. Ejaaz: And the advantage that they have is not only is it cheaper, but it's more contextually Ejaaz: oriented around a specific task that you're doing. Ejaaz: So you mentioned two, you mentioned taxes and you mentioned the financials, Ejaaz: specifically like you can act like a CFO right now.

Ejaaz: That's a good example of like how it can go deep into a specific vertical for Ejaaz: something that you don't want to do, whether it's taxes or sorting out your Ejaaz: accounting or finances. Ejaaz: And it can like figure that out in a couple of seconds. Ejaaz: And all of it for accessible, I think it's like for like a $20 a month package. So very cool. Josh: Yeah, that's the price of all these kind of all-in-one boxes.

Josh: Is there about $20 a month to use the software that gives you access to all Josh: of these claw functionality tools?

Josh: Now, that is the conclusion of the closed source all in a box, Josh: press one button and have everything done for you. Josh: Next is the open source movement. This is where OpenClaw lives and breathes. Josh: This is the most popular form of claw currently, just because OpenClaw went so viral so quickly. Josh: And OpenClaw is, like everyone knows, the open source version that started it all. Josh: It is the orchestration platform for agents that gets things done and is fully customizable.

Josh: So if you find yourself as someone who is a tinkerer, someone who likes to experiment, Josh: someone who has resilience to fix a lot of bug issues that you may run into Josh: this is the platform for you because of how customizable it is due to the open Josh: source nature you have full platform control of everything that it does Josh: from the md files which suggest how it should act and behave to the actual code

Josh: base that that you that it uses every day to actually make these decisions and Josh: enact on your behalf if you're an open claw user you're actively using open Josh: claw or you've at least already tried it it's more for the people who want the Josh: full customization who want to do anything that they can imagine with it and Josh: And there's also some interesting examples, Ides, you were telling me, Josh: of things that people have done that you wouldn't really necessarily think is

Josh: something an OpenClaw instance would solve. Ejaaz: Okay. What's a problem that you might have five years from now? Ejaaz: Let me explain. Let me paint this picture for you. You own a house. Ejaaz: But it's missing one quintessential component. You don't have a pool in your backyard, Josh: Josh. Ejaaz: Well, what if I could help you with that? Ejaaz: What if not me could help you with that, but what if my OpenClaw or my Claw Ejaaz: agent could help you with that? Josh: Sounds lovely.

Ejaaz: Someone created an OpenClaw agent that finds 500,000 to $1.2 million homes without a pool, Ejaaz: gets the images from Zillow or any other public website, renders a pool or an Ejaaz: image of a pool into their backyard, and then sends it to them with a cold DM Ejaaz: or cold email, basically saying, hey, doesn't this pool look really nice on you? Ejaaz: You should like consider leasing us or using us to create and set up your pool for them.

Ejaaz: And the inbound has just been insane for it. So it scans satellite imagery for Ejaaz: mid-market homes, filters lot by size, pulls homeowner direct from public records, Ejaaz: and then like gets in contact with them with the new rendered image. Ejaaz: And the conversion rate, supposedly, from the claim, this is Twitter, Ejaaz: this is X after all, there are some crazy claims, has apparently been pretty

Ejaaz: damn good. And if you look at the video over here on the right, Ejaaz: it looks pretty photorealistic. Ejaaz: It has like a video version of it as well. So you can see it kind of like a Ejaaz: pool floaty going around. Just a cool use of open core. Ejaaz: And then this second example, which I found like super interesting was this Ejaaz: mother uses or currently runs 11 open claw agents to help her raise her kids.

Ejaaz: Now, that sounds insanely dystopian, but the framework is ironically, Ejaaz: in my opinion, one of the most useful examples of using open claw agents ever. Ejaaz: So one example is she has a job to maintain. Ejaaz: So one version of using all these open claw agents is she only uses voice space. Ejaaz: She doesn't type anything. Now, Josh, I know you're a massive fan of using voice Ejaaz: notes or speaking to your AI alarms.

Ejaaz: So am I. It is just a much more efficient way to use it. So she doesn't code anymore. Ejaaz: She just speaks to agents about the specific type of thing that she wants to Ejaaz: build in her particular job. And it goes away and it does that. Ejaaz: But then she also needs to educate her kids. Ejaaz: Now, she homeschools her kids. And what she does is she takes her phone. Ejaaz: She takes a picture of a syllabus that she wants to teach her kid for the day.

Ejaaz: And it generates a personalized lesson plan for each of her different kids tailored Ejaaz: to their specific preferences and she walks them through it. Ejaaz: Now, remember, it's homeschooled. So you don't necessarily have all the apparatus in your home. Ejaaz: She provides that context to all her open core agents and it knows which tool to use. Ejaaz: So like if there's a toy that she can use to demonstrate the specific lesson,

Ejaaz: prompts her to go grab that toy and do all of this. So you might be wondering, Ejaaz: well, this is completely insane. Why would you use AI to teach your kids, Ejaaz: blah, blah, blah, blah, blah. Ejaaz: The net net effect is it's freed her up to be more of a parent and spend time with her kids. Ejaaz: So all of that to tie a loop around and said she has more time on her hands Ejaaz: to spend time with the kids. So I thought that was a super cool use.

Ejaaz: Now, going back to your point around open source, open claw agents in particular. Ejaaz: The customization is like a massive win for people, but it's also how cheap Ejaaz: it is for you to be able to run it on a local device. Maybe it's on your phone. Ejaaz: And also if you want to run like completely crazy projects like raising your Ejaaz: kids, using 12 open claw agents, you probably don't want to be spending a bunch Ejaaz: of different money on it.

Ejaaz: And so she specifically uses PicoClaw, which I'm referencing right here. Ejaaz: And I think in some instances, IronClaw, when she's using personal data and Ejaaz: she wants to use like a Rust-based architecture. Ejaaz: All of that to say is all of these are free. Ejaaz: You can download them, access it yourself, and you can customize it in whichever way you want.

Ejaaz: So if you're listening to this and you come up with a crazy idea, Ejaaz: please do it and let us know what you built because we're trying to track all Ejaaz: of these use cases whenever we can. Josh: Yeah. And a testament to the claw architecture being so resilient and robust. Josh: The real limitation, as it's always been, is how you can most creatively implement Josh: these tools to be most effective for you.

Josh: And the ceiling is still like largely untapped. We don't know where this clocks Josh: out because people are doing really cool and interesting things with it every single day.

Josh: There's so many great examples of it and great enhancements too. Josh: Now what sits on top of this layer even are the markdown files.

Josh: So if anyone who's familiar with OpenClaw, there is like a soul.md Josh: file and there there are a series of these markdown files Josh: that kind of give the model intention they tell it Josh: what to do they tell it how to act and there's an entire kind Josh: of pseudo industry that's been built on top of this orchestrating of the agents Josh: of telling them how to act by embedding interesting markdown files with unique

Josh: sets of directions now gary tan founder of y combinator he appears to have built Josh: one that has kind of become the most popular one perhaps which is G-Stack. Josh: He says, can you explain what G-Stack is and why it's this kind of valuable Josh: second layer to be built on top of your claws? Ejaaz: Yeah, I've seen conflicting opinions on both sides about what Karytown has built Ejaaz: here because he hyped it up.

Ejaaz: Basically he said, I have made OpenClaw into this insane personal assistant Ejaaz: that actually does productive work for you and mine's the best implementation of that. Ejaaz: A bunch of engineers then evaluated what he had actually built and realized Ejaaz: that he had just wrote a very extensively And in his fairness, Ejaaz: very well articulated, meticulously detailed document, which describes what he wants his agent to do.

Ejaaz: Gary Tan, if any of you have watched any of his interviews, is an extremely verbose kind of guy. Ejaaz: So it makes sense that, you know, he's worked with a bunch of these companies. Ejaaz: He's had a bit of experience. Ejaaz: He kind of knows what to ask for. And so the point that he proves with G-Stack Ejaaz: is, number one, here's an easy and simple way that you can level up your open Ejaaz: core agent in a matter of minutes.

Ejaaz: Use his framework and architecture and just fill in the blanks, Ejaaz: like add in the details for your specific project. Ejaaz: And you now have an amazing blueprint to build an amazing open core agent. Ejaaz: But number two, how easy is it that it just requires two documents that you Ejaaz: can spin up on your MacBook or on your laptop right now that can change your agent for the better.

Ejaaz: So the criticism for a bunch of industry folk was like, Gary, Ejaaz: this is amazing, but this isn't anything necessarily novel. Ejaaz: It's a skill issue. You need to be able to articulate. Ejaaz: And that's basically something that is very apparent in the AI age. Ejaaz: It's moved from being able to know how to code to be able to know how to communicate and explain. Ejaaz: And that's the trend that we see with OpenClaw and a bunch of these other AILLMs.

Josh: And thankfully, all of this explaining happens in plain English. Josh: And I think that's the most exciting and empowering part is it doesn't require Josh: you to be technical or to be a developer in order to improve these things. Josh: You just need to speak to it and kind of coerce it into doing the things that Josh: you want to do, whether it be through Anthropic and Claude or through the OpenClaw Josh: instance that is fully open source.

Josh: There is so much customization to be had and Josh: i think it's kind of on you to decide where you fall Josh: on the spectrum of plug and play where you just kind of want a Josh: claw on rails that something like anthropic can provide to you or if you're Josh: the tinkering type who really wants to build custom stacks like that mother Josh: who is using it to help her parents or a company that is built being built around

Josh: creating pools there is no limit to the use cases you can find it's just a matter Josh: of your preferences and how you Josh: want to engage with this but it very much seems like this This is the new, Josh: architecture that's going to stick around. This is kind of the foundation of Josh: what an AI first operating system could look like. Josh: And it's very clear that all these companies are converging on the same conclusion that this is true.

Josh: And this is a very important part of the stack to own. And I think the one thing Josh: that is for sure is we are going to see this continued improvement and progress Josh: on this at a very rapid rate. Josh: I mean, Anthropic, they've been on fire, man. They've been releasing new features Josh: for this every single day at this point.

Josh: So I encourage anyone with an account anywhere, really, just to try it out and Josh: start flexing that muscle to see where it can improve these whatever parts of your life. Ejaaz: Yeah, I wonder where this is going over the next couple of years. Ejaaz: You have all these companies spending hundreds of millions of dollars to either Ejaaz: acquire the thing or build the thing.

Ejaaz: They're all kind of building similar products. I think what it's ultimately Ejaaz: going to come down to is the data and context that you can use to train these things. Ejaaz: After all, that's what like made it a differentiated product. Ejaaz: And that's what makes it an exceptionally good AI operating system. Ejaaz: Two companies that I've noticed haven't really got a version of this, Ejaaz: but probably should, is Google. Well, Google actually does.

Ejaaz: It's called Mariner, right? But no one's ever heard of that, right? Ejaaz: No, but no one seems to use that. And they seem to have kind of like left that Ejaaz: by the wayside to focus on their main LLM.

Ejaaz: And the other is Apple, who I'm actually more optimistic on because I know that Ejaaz: they've signed the deal with Google Gemini, Ejaaz: and they're going to be launching AI Siri hopefully for the fifth time on a Ejaaz: failed attempt later this year which should end up becoming a really useful version of Ejaaz: Their open claw agent. So I'm excited for these companies to launch their things. Ejaaz: But I believe that is all we have for this episode.

Ejaaz: As Josh mentioned earlier, if you are listening to this, and if you are inspired Ejaaz: by either the closed sandbox version from Anthropic, Ejaaz: or the open source version from a PicoClaw or an IronClaw, please, Ejaaz: we encourage you to go out and use these things because there is a draught of Ejaaz: viable use cases for a few of these different AI things. Everyone has ideas, Ejaaz: but no one's actually building the thing.

Ejaaz: It's never been easier to vibe code a custom AI agent. And we want to hear what Ejaaz: you guys are interested in and are building. Ejaaz: If you are a listener on this show and you aren't subscribed, Ejaaz: please do so. Or if you're listening to this on Spotify or Apple Podcasts, please give us a rating. Ejaaz: Leave us a comment. We always love hearing feedback from you guys. Josh: And we'll be back tomorrow for the weekly roundup and possibly a surprise.

Josh: There's a rumor in the mill that Opus 4.7 is coming. Josh: So we may have some big news dropping later this week. We'll see. Josh: But we will be here to monitor the situation as always. Josh: And as always, Also, thank you so much for listening, for watching wherever Josh: you are, and we'll see you guys in the next one.