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Okay, welcome back to our team training.

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This is where we spend each week just talking about all of our workflows for AI and how

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we're working using ShapeUp, how, as an agency, we're quickly adapting to all this new tech

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that's coming out.

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So rather than trying to make videos and playbooks and stuff for our team, we're just kind of

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live training every single week on these live calls, and we thought, why not just stream

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them to anyone else who's wanting to learn?

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And if you guys are interested, we actually have put out a course for you guys and a little

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community.

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It's just a free thing you can check out.

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And if you go over to the, like in the description here, you can see there is a link, you get

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over to our courses, and we have a ton of content in here just going through our process,

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how we do framing, how we work with clients.

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So all this is just free.

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This is what we use internally as a team, a lot of videos from me, we have some videos

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from other resources here.

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And then in addition to that, we even have all of our sessions that we spent with Ryan.

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If you really want to dive deep, we're happy to share this with you guys.

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We spent some two and three hour calls with Ryan as a team, and you can welcome that this

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is a three hour call.

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If you want to dive deep and learn from the man himself, Ryan Singer, it's in there as

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well.

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So this is just available, jump in there on the link, and that way you're just kind of

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included in all the updates we're making.

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So we're basically just taking our team, internal team resources, and just sharing them publicly

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and kind of just letting you guys see behind the curtain here a little bit.

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So I've been messing around this week.

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My new tool of the week is what it's like, I'm trying stuff all the time.

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Last week, we talked about MCPs.

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We talked about how to, how we set up a Novo dashboard MCP.

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We're slowly building out kind of this diagram here, I'll show you, where we have sort of

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a central hub here that's using Superbase.

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And then we have some UI layers here where there's an owner dashboard, where clients

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can view data, and then there's a team dashboard our team can use to see tasks and billing

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and all kinds of things.

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We've built it all into the Superbase central hub.

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And then with that, we can pull motion tasks in and out.

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We can pull, we're going to be adding some meeting notes so we can have transcripts of

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meetings coming in.

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So there's just this one central point.

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And then anyone can use either the MCP or CLI to basically pull content in and out of

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this central repository.

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So this is what we've all come up with.

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We spent many of these calls, you can go back and watch some of the earlier live streams

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where we sat as a team and whiteboarded this.

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There's a massive diagram of stuff we've been working our way through all together.

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Started out as some ideas here on some sticky notes.

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And there's things like task grid and it's funny to see kind of these stickies now.

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And we took all those, put those ideas in there and we've kind of turned them into this.

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So it's become probably the biggest tool that we've been leveraging for the company by far.

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So a lot of time has gone into it, but I feel like we've got a massive ROI for it.

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So last time, if you're going to check out the MCP, I was just showing a demo here where

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we just finished up a new feature for Tribe.

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And so I asked it here to go write a short blog post.

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And so it looked at all the code as context, but it also looked at the projects in the

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dashboard as context.

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Basically just wrote a super short post here and I can, I'll grab it real quick here and

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just show it to you in a prettier version.

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Let's see here.

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Yeah.

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So you just wrote this little post.

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Now we'd probably go there and edit it, but this took two minutes and the context here

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is extremely well.

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It's as if I had asked Lucian who built this feature to go and like write this beautiful

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blog post because he was the one who was actually part of it.

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Now we can kind of just reference all the code here and reference all the framing docs.

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We can reference any of the task grid, any of those notes that went in there.

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So there's not a lot that's left that isn't being surfaced here as context.

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The only thing maybe is maybe the meetings we had where we talked about it.

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But any notion, I think it's a notion, any notion comments were included.

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All that comes in as context and then we can create something like a quick blog post.

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So previously the thing is we wouldn't have not have even sent a blog post is reality.

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Like we just don't have time.

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We're a very small team.

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It's like seven of us and sure we could have dedicated some time, but like Lucian's already

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on to the next project doing a whole bunch of other stuff.

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So this is great that we can have this kind of come in behind.

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That leads me right into the tool I wanted to show you today,

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which is Paperclip.

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We've talked about OpenClaw,

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we've talked about so many different tools that are out there now.

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We've played with a bunch of them.

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I'm becoming a huge fan of Paperclip right now.

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I'll show you a quick little tour here.

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It's totally open source on GitHub.

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The idea here is that you can set up a company that runs here.

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You essentially create a CEO role,

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you give it a vision,

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and then tell it what things you want to do.

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I want to start promoting our business so that people know that we exist.

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Here's some examples of projects that we're doing.

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Things are going out on X and Facebook and whatever.

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These are things we just don't have time for normally.

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It's hard to keep it up even if as a founder,

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you can set reminders and build your calendar and schedule.

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To me, this is just not something like, it's not interesting.

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I'm not super passionate about sitting and making content.

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I'd rather just talk and show you guys raw,

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like live what's going on,

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and then you can figure out stuff from there.

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But the main thing I love about this is that you actually bring your own agent.

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I'm actually using my Cloud Mac subscription for this,

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instead of having to give it an API key and then just burn through tokens.

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Then it's got all the same features.

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You can have heartbeats,

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you can figure out cost control if you want.

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You act as the boards.

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This is an interesting, I've not seen this take on it,

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but the positioning is really creative.

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I just want to give a shout out to the creators of this because they

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really try to make it not technical,

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which I think makes it easy to understand.

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They essentially set you up as the board,

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and then you get to approve hires,

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and then you hire the CEO,

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and the CEO goes and runs your business for you.

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It's a fun little process here.

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Again, it works with OpenClaw, Codex, whatever you want to bring.

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Then it has a nice little UI that I'll show you how I've got it dialed in.

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I think that's pretty much all I wanted to show you.

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It's a beautiful page as well for just an open source project.

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This is a beautifully designed page.

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You can check it out on GitHub.

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I think they have, what are the stars they've got now?

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Yeah, about 33,000.

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Here's how I set it up.

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First off, I set up the entire thing from my phone.

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I was sitting around on Sunday.

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It's beautiful weather here.

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One of our kids was not feeling great,

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so we ended up staying home, didn't go to church.

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We just hung out and the weather was like 78 degrees.

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We just sat outside.

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We had a lot of time just sitting around.

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I looked at Paperclip and I was like,

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you know what, I'm just going to go see how far I can get this on my phone.

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I basically set the entire thing up from my phone.

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I have Terminus set up on my iPhone.

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I have a VPS in DigitalOcean.

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Then I was able to just SSH from my phone.

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I went in there, I have Cloud installed on the root of that server.

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I can just say, hey, I want to set this project up.

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Here's the GitHub link.

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Let me know what you need.

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It just ran off there for 20, 30 minutes, prompting,

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and basically came back with a URL that I was able to use.

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This is the future, is basically building this thing.

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Actually, I used it all Sunday, had it working on tasks, had it working on stuff.

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Then on, I think, Monday, I picked up my computer

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and I actually looked at it for the first time on a desktop.

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It is really, really nice.

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It's very mobile-friendly, so once you set this up.

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You can see it's running on my server here,

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and only I can get to it through my VPN.

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And then, okay, so the way we set it up, I just got the CEO.

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Everybody's Claude right now, and I'll just click into these.

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You can kind of see what their instructions are.

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Like, hey, you're the CEO.

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It kind of wrote all this, so I'm not coming in here

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and building these documents for this particular agent.

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It kind of figured itself out here.

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I'm like, hey, you own the P&L.

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This is your goals.

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You can try to maximize profit, whatever.

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I threw in one or two custom notes, like, hey, Bruce is a pilot and likes checklists,

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so let's incorporate that kind of thought process into things.

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So each one here kind of got created.

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And the way that it gets created is I tell the CEO, like, hey,

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it's time we start getting serious about content.

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I want to be really consistent.

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By the way, we do these live streams every Thursday.

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I'm already saying a bunch of stuff here.

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Like, surely an agent can go and, like, pull my transcript,

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create a bunch of posts for me, create a blog post.

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Let's create an email, like, why not?

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So it says, great, I think I need to hire a content manager.

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Are you okay if I hire a content manager?

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And I said, yes.

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And so that, that agent got hired and the job description here, or the skills that

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had got added came from the CEO and they kind of collaborated together or they

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kind of wrote up what they thought needs to happen.

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So you can see there's like a YouTube transcriber skill.

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It needs to be able to send emails.

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I also have it connect to active campaign to schedule the newsletter.

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And that's sort of the process it went through.

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So generally when I'm using this, I will come in here to this dashboard and then

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it's always an inbox.

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So it's very similar to Notion.

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There's kind of like a read, unread process and I can kind of see what's going on.

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So one of the tasks I said to it right before we hopped on here was just, hey,

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I'm demoing this, give me a little update of what all we did.

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And so we set up the CEO, we've got the content marketer.

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I ended up creating this little platform engineer role who just owns integrations.

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And so his job is like every morning at 5am, it goes and checks the YouTube API,

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checks Mailgun, checks active campaign so that it's all ready for the day for the

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rest of the bots to go and figure itself out.

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And then I have a project manager.

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So this is funny because I was like, basically I need someone to monitor the

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humans.

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We can't just be over here monitoring agents.

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And so we have, I said, hey, we have this NW-MCP and you can basically pull all

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that data in.

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So at 9am and then at 4pm, it basically runs out and grabs all the projects.

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I'll show you what this looks like.

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Gets a status of what's going on, who's, what things are and what status, where

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task grids are, where tasks are at.

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Did I get mentioned in any comments?

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And like distills it down to a little email and like briefs me on like, here's

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everything that's going on with like the team right now and where projects are at.

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And it's funny because immediately it just does things that we, like it kind of

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gives you a view into like the raw data of what's going on in Notion.

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And we maybe don't see everything because we have these views built and we don't

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really see things.

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Like I'm looking at a client, so I may not see certain things.

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And I realized like, man, there's some things that were disorganized.

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Like I had projects sitting in Inbox or in DevReady that are actually not DevReady.

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So I was able to go and like clean those up.

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So it's getting, making, but I never didn't even know that was there.

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So this is kind of surfacing things that like only like a computer could do because

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it's just doing it, spending so much time getting it and not making any mistakes.

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They set up this content pipeline.

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So what it's doing now is it grabs the YouTube transcript.

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We create a blog post, we've got three social posts.

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And then we created a content pipeline SOP to help get the tone of voice correct.

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Still dialing this in, but it's 80, 90 percent there.

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We did a bunch of iterations on the YouTube transcripts.

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We processed 10 videos from a backlog and then went ahead and like set up this

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recurring Thursday. So Thursdays we do our live stream, like right after we finish

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this, an hour after it, it'll go and like grab the, it'll grab the new transcript

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and create the content like that.

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And it also goes ahead and writes the post for me.

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We use Typefully for X posts and LinkedIn.

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And so it came in here and it schedules them all as drafts.

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And so I just click in here.

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This all came from the agent, from the transcript.

236
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And so I can read through this.

237
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Now this is probably good or bad.

238
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I just tweak it and then hit schedule and it jumps, puts it on a schedule and I kind

239
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of forget about it.

240
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So like, and I was kind of joking with Macy because we've talked about different

241
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processes like this, like I would have had to go in and look at this anyway, because

242
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if it's going out as me, I do want to kind of look at it and make sure it's my voice

243
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and stuff. So even if a human had gone through and done this, which would have been

244
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a very time consuming process to try to listen through all these, this content and

245
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then try to make sense of it all and then try to create content that's useful.

246
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Just having, you know, three to five and I had to put three or five out there per

247
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video. And if I use two or three of them, that's great.

248
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It definitely helps. And also it kind of forces me into the process of like, hey,

249
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there's content I need to go and approve and then it kind of bugs me when it's not

250
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done. So we hired the four agents.

251
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We've done 70 tasks so far and we've got all these integrations and then it's been

252
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sending these reports.

253
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So I'll see if I can, maybe I can pull up my email so you can kind of see what this

254
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looks like, because I took it a step further and I went ahead and set this up for

255
00:14:45.280 --> 00:14:46.280
Lindsay as well.

256
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So Lindsay could have her, all her content and stuff is starting to be monitored and

257
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ads and all that. So here I am.

258
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This is this morning. Even the agents don't know how time zones work.

259
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Because this is like here's your 7 a.m. Report and I now it knows I fixed this today

260
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But it just could not get the time zone of being in Nashville verse

261
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DC so there's a little debt like brief here of like, you know, here's the reactive projects, you know

262
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We have a bunch of stuff that's sitting in review, which is which is fine

263
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That's kind of our process for reactive, but it's just funny to see how it like pulled that

264
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It's kind of highlighted a critical bug that it saw

265
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You know, and then it noticed actually caught something here, which is interesting because I think

266
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This one didn't sink

267
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And in the state synced has been this is kind of like identified a little gap here

268
00:15:38.440 --> 00:15:43.340
I want to go look at because it didn't sink this particular task. I mean, I know there's been tasks in this

269
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Since then so it was kind of like flagging that

270
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Here's some things that are on track

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And you know based on its criteria of what it thinks is on what you know on track means

272
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And then it just gives me like team activity. This is what the the agents have been doing and then

273
00:16:03.980 --> 00:16:06.940
Yeah, it's kind of a little highlight of anything to like note

274
00:16:06.940 --> 00:16:11.860
So it just comes in I can look at it just kind of forces my attention there for a little bit

275
00:16:12.900 --> 00:16:19.700
So I think this is good. I'm I've been using it since since Sunday. I'm pretty pretty happy with it

276
00:16:20.380 --> 00:16:23.180
And it is very addicting to kind of just sit here

277
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Play with all the bots as Lindsay would say

278
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bots

279
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It's it's a it's kind of very nerdy, but it's it's a lot of fun

280
00:16:33.500 --> 00:16:39.100
So right now I'm also gonna have set up routines. So that's where these project status check-ins look

281
00:16:39.900 --> 00:16:40.980
and

282
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You can have them do certain things. I can set the you know timing of this what that what you know, when does it run?

283
00:16:47.940 --> 00:16:50.940
Here and then it just kind of goes on like a heartbeat

284
00:16:51.580 --> 00:16:57.020
As well so as far as like some of the costs it's kind of interesting if you look down here

285
00:16:58.220 --> 00:17:02.620
Each of the agents are you know, it's been about a bunch of tokens

286
00:17:03.140 --> 00:17:11.099
And a lot of these are cash tokens. So I have spent zero dollars on all this. I'm not 100% sure. This is like

287
00:17:11.980 --> 00:17:16.900
approved by the Claude terms and conditions, you know officially but

288
00:17:17.260 --> 00:17:20.260
It's working in fact because I thought I had to put my

289
00:17:20.900 --> 00:17:26.380
API key in but because this is running on my VPS where Claude is installed globally

290
00:17:26.460 --> 00:17:30.060
it just started using my subscription and because that's it's already like

291
00:17:30.900 --> 00:17:36.300
Authenticated with my beep whole VPS. It just started using Claude, you know directly there. So

292
00:17:36.980 --> 00:17:39.340
Use that hack if you want to do all this free

293
00:17:39.700 --> 00:17:44.660
But if you didn't want to get really specific about costing and token usage you could set these in here

294
00:17:45.180 --> 00:17:46.340
I

295
00:17:46.340 --> 00:17:51.860
Have some projects I've started to try to build out you can connect github. I haven't tried to have it do any coding

296
00:17:51.860 --> 00:17:56.340
I'm I specifically told it that like our product is writing really good

297
00:17:56.340 --> 00:18:02.460
Well thought-out code and our team is like managing that as its own thing with their own agents

298
00:18:02.460 --> 00:18:05.460
And we need essentially support everything else that's happening

299
00:18:05.980 --> 00:18:07.980
around this so

300
00:18:08.540 --> 00:18:12.860
There's anything else anything else you guys want to see not this is where I'm clicking around anything

301
00:18:12.860 --> 00:18:17.100
I know there's a there's a few things like this. It's similar to open Claude similar to other

302
00:18:17.700 --> 00:18:19.700
orchestration tools

303
00:18:20.740 --> 00:18:22.740
What do you guys any thoughts

304
00:18:23.020 --> 00:18:28.020
Questions, here's kind of the Kanban board of everything. It's done where it's blocked

305
00:18:28.780 --> 00:18:30.780
What's being reviewed?

306
00:18:31.060 --> 00:18:32.620
so

307
00:18:32.620 --> 00:18:39.780
There's no chat interface as well. So from a like a UX standpoint the way I would do something just go here and say like

308
00:18:40.780 --> 00:18:42.780
Grab like I don't know my

309
00:18:44.460 --> 00:18:49.100
Most but why am I gonna do this? Let's say like I'll give it some sort of task like

310
00:18:50.220 --> 00:18:54.080
Tell me what's happening in drive reactive

311
00:18:55.580 --> 00:18:59.860
So I could I could do that and I'm just gonna it would sort of figure itself out

312
00:18:59.860 --> 00:19:06.140
I just throw it a task in the to-do and you'll see that one of the bots here will start to like fire up

313
00:19:06.700 --> 00:19:08.700
once that task

314
00:19:09.260 --> 00:19:15.260
Comes in and you'll see they'll kind of go live a little blue dot and then it'll start working through in progress and so forth

315
00:19:15.260 --> 00:19:17.260
And then it comes back into my inbox

316
00:19:17.900 --> 00:19:19.820
when it's all done, so

317
00:19:19.820 --> 00:19:22.380
That's the general flow, but there's not a chat interface

318
00:19:22.940 --> 00:19:25.500
So you can come back and comment on tasks

319
00:19:25.500 --> 00:19:29.860
So if I come back like here's where it was like sending the time zoning correctly

320
00:19:29.860 --> 00:19:35.540
I just come in here kind of like you're leaving a comment, you know on a notion task or something

321
00:19:35.540 --> 00:19:39.620
You can just comment here and then it will sort of pick it up and go from there. So

322
00:19:40.340 --> 00:19:41.660
cool

323
00:19:41.660 --> 00:19:45.140
Anything else want to look at a paperclip? I read some other stuff, too

324
00:19:47.300 --> 00:19:53.020
I think maybe maybe one interesting thing to show is the company's dot a

325
00:19:54.260 --> 00:20:00.020
Sh that was launched. I think yesterday maybe but it's very cool because it's

326
00:20:00.000 --> 00:20:09.360
It's a kind of quick start, interesting quick start way to test Paperclip because now you have

327
00:20:09.360 --> 00:20:17.200
like this directory of Paperclip companies. Yeah, it's very, it's so nice, like I love it.

328
00:20:17.200 --> 00:20:22.080
And you have like... This is by the people who made Paperclip, right?

329
00:20:22.640 --> 00:20:28.560
Yeah, exactly. I think that's how they are going to monetize at some point. I think at some point

330
00:20:28.560 --> 00:20:35.040
they're going to turn this into a managed cloud infrastructure and they are going to sell the

331
00:20:35.040 --> 00:20:40.000
companies for you to run, which is funny. But I think that's where they are going because

332
00:20:40.000 --> 00:20:45.760
everything is free for now and it's bring your own keys and it's open source. So I'm thinking

333
00:20:45.760 --> 00:20:51.680
about like how they are going to monetize all the things they are building and maybe that's the way.

334
00:20:51.680 --> 00:21:01.040
But I was testing the G-Stack. It's very nice. I asked it to... Basically, I gave it a quick

335
00:21:01.040 --> 00:21:08.640
prompt to create a workout app that was voice-based and timeline-based because I wanted

336
00:21:08.640 --> 00:21:16.400
kind of just a nice timeline of feed of different trainings like strength and running and stuff

337
00:21:16.400 --> 00:21:23.120
like that all on the same page. And I wanted to track it by voice. And basically, I just

338
00:21:23.840 --> 00:21:30.320
installed G-Stack on top of Paperclip, like using Paperclip and used the G-Stack templates.

339
00:21:30.960 --> 00:21:40.000
And I did a small fig jam of what I wanted and I simply created that task for the CEO.

340
00:21:40.000 --> 00:21:47.840
Hey, analyze this fig jam and create a Flutter app following this and this standard and hire

341
00:21:47.840 --> 00:21:52.960
the team that you need to do it. And then it starts to do all this stuff. I think it ran for

342
00:21:52.960 --> 00:22:00.240
around like one hour or something. And by then, the app was fully built. There was one or two

343
00:22:00.240 --> 00:22:06.960
issues that were crashing, but the bulk of the work was there. And it was even following

344
00:22:06.960 --> 00:22:14.160
the standards I guided it to because of the call, the settings that I had. So,

345
00:22:14.800 --> 00:22:21.200
yeah, very, very powerful. And so when you did the code, I haven't tried the coding

346
00:22:21.200 --> 00:22:24.640
and I was trying to like basically solve everything else. We've spent so much time

347
00:22:24.640 --> 00:22:32.960
on the coding workflows. But when it builds it, does it build it locally on that either

348
00:22:32.960 --> 00:22:39.040
VPS or locally on a machine in a directory or did you give it a repo to build in or how did it?

349
00:22:39.920 --> 00:22:46.320
Yeah, I gave it a private repo. And to be honest, it actually figured it out

350
00:22:47.760 --> 00:22:56.240
because I didn't inform where I wanted it built. But since my local clouds connected to my GitHub

351
00:22:56.240 --> 00:23:03.280
account, my private GitHubs, it saw that I already had the GitHub click connected

352
00:23:03.280 --> 00:23:11.360
and it created its own repo and it's founded a different work tree for each agent. And they were

353
00:23:11.360 --> 00:23:17.680
in the CTO coordinated the merge between all the agents, which was very interesting, like

354
00:23:18.400 --> 00:23:28.240
they started to merge and it happened like a couple of conflicts, but the CTO was able to

355
00:23:28.240 --> 00:23:37.200
figure it out. That's amazing. I, yeah, it's fat. This is the, I hit one thing like that as well,

356
00:23:37.920 --> 00:23:43.760
where one of the agents got stuck on something and it's like, oh, it's erroring out because some API

357
00:23:43.760 --> 00:23:50.480
something or other, the CEO like jumps into the task, makes a comment. Hey, looks like we need to

358
00:23:50.480 --> 00:23:55.200
bring the platform engineer in, pulls the platform engineer, creates a new task for him to go fix the

359
00:23:55.200 --> 00:24:01.120
API to do the thing. And then like, and I didn't touch it. And I was just like, this is, it just,

360
00:24:01.120 --> 00:24:07.680
it was like, okay, we're the future is now like we are, we are living in it right now. But anyway,

361
00:24:07.680 --> 00:24:12.800
so it's, it's been fun. Like this is this little task I was going to show what it looks like when

362
00:24:12.800 --> 00:24:19.520
it's running in case you haven't seen it is it does kind of show you all the back and forth. You

363
00:24:19.520 --> 00:24:25.200
don't have to, you know, do anything with this. I haven't, I rarely touch any of this. Probably

364
00:24:25.200 --> 00:24:31.600
shouldn't share whatever that's on that screen. It's probably a lot of stuff, but it's all,

365
00:24:31.600 --> 00:24:39.200
it's all protected with the SSH key. So and then when it's done, I don't have to like do anything.

366
00:24:39.200 --> 00:24:44.800
It's going to basically pop a new item into my tasks here when it's, when it's all finished. So,

367
00:24:46.240 --> 00:24:52.080
and you can kind of see like all the agents that go, it's funny that they copied linear interface.

368
00:24:52.080 --> 00:24:59.840
It's like, it's very similar for sure. They must've used that as the, as the, like

369
00:25:00.000 --> 00:25:01.680
reference because it's very minimal.

370
00:25:01.680 --> 00:25:08.640
I think there is a linear open source GitHub that's basically this interface, but not with

371
00:25:08.640 --> 00:25:09.800
the agents connected.

372
00:25:09.800 --> 00:25:12.680
So I think they kind of use it as base.

373
00:25:12.680 --> 00:25:14.440
So this is great.

374
00:25:14.440 --> 00:25:18.120
So this is what it went and got.

375
00:25:18.120 --> 00:25:23.840
It looked at the task grid, I guess, of the slices here of what's so this one obviously

376
00:25:23.840 --> 00:25:28.960
doesn't have a task because it's reactive, but I love that, like the flags.

377
00:25:28.960 --> 00:25:29.960
Bruce Van Zael's overloaded.

378
00:25:29.960 --> 00:25:35.080
12 of the 18 tasks are his because I just basically have a ton of stuff I forgot to

379
00:25:35.080 --> 00:25:37.960
mark completed.

380
00:25:37.960 --> 00:25:40.320
Just pointing out that I made a mistake.

381
00:25:40.320 --> 00:25:45.760
But then it's funny because it shows that this is in review still, and it's funny because

382
00:25:45.760 --> 00:25:49.680
that got released on Monday.

383
00:25:49.680 --> 00:25:53.720
So it's trying to guess at some things, but it's trying to use some logic like, hey, it's

384
00:25:53.720 --> 00:25:55.720
just still sitting in review.

385
00:25:55.720 --> 00:25:56.720
So maybe it's blocked.

386
00:25:56.720 --> 00:25:57.920
It can't get reviewed.

387
00:25:57.920 --> 00:26:02.360
So it's just funny that obviously we could go fix that.

388
00:26:02.360 --> 00:26:05.320
One thing that it will do as well, it's like, hey, do you want me to clean those up?

389
00:26:05.320 --> 00:26:16.960
So I can say mark all Bruce's tasks in review as completed and the 5.2 release.

390
00:26:16.960 --> 00:26:20.880
So I can just give it one line like that and keep this conversation going, and then it

391
00:26:20.880 --> 00:26:24.240
will go back and use the MCP and close all those out for me.

392
00:26:24.240 --> 00:26:27.320
So it just kind of surfaces something, like what do you want to do with this?

393
00:26:27.720 --> 00:26:29.160
Oh, you can clean these things up.

394
00:26:29.160 --> 00:26:35.360
In other cases, it will actually give me some suggestions of tasks because I quickly ran

395
00:26:35.360 --> 00:26:36.480
out of stuff to do.

396
00:26:36.480 --> 00:26:39.920
I quickly ran out of ideas for how it could work.

397
00:26:39.920 --> 00:26:49.240
And so one thing I did is in the check-in, I asked it to suggest a task, one task for

398
00:26:49.240 --> 00:26:53.540
each team member, go ahead and write it and put it in the backlog.

399
00:26:53.540 --> 00:26:59.060
And then when it sends me my little daily email, looks at everything that all the agents

400
00:26:59.060 --> 00:27:00.060
are doing.

401
00:27:00.060 --> 00:27:05.300
And this was a suggestion where it said, hey, you've already got this whole content pipeline.

402
00:27:05.300 --> 00:27:06.700
I'm writing you a blog post.

403
00:27:06.700 --> 00:27:08.580
I'm writing you the email.

404
00:27:08.580 --> 00:27:14.740
Why don't we have the platform engineer connect to whatever newsletter tool you're using?

405
00:27:14.740 --> 00:27:16.420
And I'll just go ahead and preload it into that.

406
00:27:16.420 --> 00:27:17.780
I was like, oh, that's awesome.

407
00:27:17.780 --> 00:27:18.780
I didn't even think about that.

408
00:27:18.780 --> 00:27:22.740
It's like just, you know, I handed it, it's the API keys for ActiveCampaign and the notes

409
00:27:22.740 --> 00:27:25.500
it needed, and then it went and added that to the pipeline.

410
00:27:25.500 --> 00:27:27.380
But I didn't come up with that idea.

411
00:27:27.380 --> 00:27:30.500
It was able to, you know, keep up with it.

412
00:27:30.500 --> 00:27:31.380
So pretty cool.

413
00:27:35.420 --> 00:27:35.920
Awesome.

414
00:27:38.720 --> 00:27:39.220
Sweet.

415
00:27:39.220 --> 00:27:43.100
Well, we can...anything else you want to talk about on Paperclip or we can jump into some

416
00:27:43.100 --> 00:27:47.660
more like, I don't know, something else.

417
00:27:48.660 --> 00:27:49.780
What else do you guys want to talk about?

418
00:27:49.780 --> 00:27:55.260
I would love to hear from like how...I know Luch and you just did a project, and you've been

419
00:27:55.260 --> 00:27:57.340
working this week since we talked last week.

420
00:27:57.340 --> 00:27:59.980
Like, I don't know if you're using the MCP and what's working.

421
00:27:59.980 --> 00:28:04.620
I know you started assigning tasks to me of stuff that was not working.

422
00:28:04.620 --> 00:28:09.260
So, because one of the tasks, things I thought for this call would be helpful to hear,

423
00:28:09.260 --> 00:28:13.300
like, feedback on like what is working or not working.

424
00:28:13.300 --> 00:28:14.500
And I'll take that.

425
00:28:14.500 --> 00:28:16.980
Yeah, honestly, it just overall works like really great.

426
00:28:16.980 --> 00:28:18.700
It's just like little details.

427
00:28:18.700 --> 00:28:20.660
So, let's keep using it.

428
00:28:20.660 --> 00:28:21.300
It's great.

429
00:28:21.300 --> 00:28:25.420
I'm going to like definitely jump on the bandwagon with Paperclip.

430
00:28:25.420 --> 00:28:28.060
So much like potential.

431
00:28:28.060 --> 00:28:31.900
Yeah, that's really awesome.

432
00:28:31.900 --> 00:28:34.020
It's...you know, it's interesting.

433
00:28:34.020 --> 00:28:40.660
Like, we have, I'll show this as well, totally different use case for Paperclip.

434
00:28:40.660 --> 00:28:50.100
So, I set this up for Lindsey, and it's already gone and done like 46 tasks for her.

435
00:28:50.100 --> 00:28:56.860
And what I've got hers doing is essentially pulling...we're running ads right now.

436
00:28:56.860 --> 00:29:03.060
So, it went in and added...created an ad strategist, connected it to Meta.

437
00:29:03.060 --> 00:29:08.820
And so, now it's...I just set it up as read-only because I was a little nervous initially.

438
00:29:08.860 --> 00:29:20.460
And so, if I open up my email here, you'll see I now get like a daily email of everything

439
00:29:20.460 --> 00:29:24.140
going on with this like little campaign that we're running.

440
00:29:24.140 --> 00:29:27.500
And so, she gets...she gets copied on this as well.

441
00:29:27.500 --> 00:29:30.060
And so, I can see, hey, our total spend is this.

442
00:29:30.060 --> 00:29:34.260
Like we've gone...we've gotten, you know, 3,300 leads so far.

443
00:29:34.260 --> 00:29:35.460
This is what the cost is.

444
00:29:35.460 --> 00:29:36.860
Hey, this is what happened yesterday.

445
00:29:37.220 --> 00:29:38.660
You spent this much money.

446
00:29:38.660 --> 00:29:41.820
And then, same thing on this other boosted campaign.

447
00:29:41.820 --> 00:29:46.460
And then, it gives some suggestions of like what it thinks we could do to improve this.

448
00:29:46.460 --> 00:29:50.500
And I haven't got it quite yet to where like, okay, go make those changes.

449
00:29:50.500 --> 00:29:56.260
I'm not trusting it just quite that yet because this is all attached to like a credit card.

450
00:29:56.260 --> 00:30:00.100
And if you spend money on Facebook, like if money's gone, it's not like...

451
00:30:00.000 --> 00:30:01.800
Like there's no protection in there really.

452
00:30:02.480 --> 00:30:04.640
It'll just keep spending until the accounts are empty.

453
00:30:06.400 --> 00:30:10.640
But so that gives me like a little overview.

454
00:30:10.680 --> 00:30:14.440
And again, I kind of dialed this in a little bit to get like a very brief update

455
00:30:14.440 --> 00:30:17.240
here. And now it's just coming in every morning.

456
00:30:17.560 --> 00:30:20.440
I get this little email to see what's going on with that.

457
00:30:20.480 --> 00:30:25.640
So, you know, I think when you're when you're like when you're a founder,

458
00:30:25.680 --> 00:30:28.480
you're kind of jumping between so many different things.

459
00:30:28.480 --> 00:30:31.880
Like you're looking at, you know, so many different things have your attention.

460
00:30:31.880 --> 00:30:35.920
And I'll say not as a founder, but like as a human, like you're working.

461
00:30:36.520 --> 00:30:38.880
You can have all these things going, but at some point you start to feel

462
00:30:38.880 --> 00:30:41.520
overwhelmed because you're like, oh man, I haven't checked on the ads.

463
00:30:41.560 --> 00:30:44.000
Like maybe I'm spending money I shouldn't be spending.

464
00:30:44.480 --> 00:30:48.440
But now I get an email every morning that just like glance at for 30 seconds.

465
00:30:48.440 --> 00:30:51.080
I'm like, oh good. Like we're trending in the right direction.

466
00:30:51.120 --> 00:30:52.680
It's not getting more expensive.

467
00:30:53.800 --> 00:30:57.440
It's got some suggestions, but the suggestions aren't like stop everything.

468
00:30:57.440 --> 00:31:01.160
It's, you know, your cost has gone insanely up because that could happen on Facebook.

469
00:31:01.200 --> 00:31:05.480
You leave it for a few days, you know, something changes and now like the cost has

470
00:31:05.480 --> 00:31:08.640
spiked and you don't realize it for a few days and you start burning money.

471
00:31:09.880 --> 00:31:12.800
So it's interesting that I think it's going to make.

472
00:31:13.680 --> 00:31:20.000
I think this idea of having the like autonomous agents is make a huge difference

473
00:31:20.000 --> 00:31:25.320
to the to the flow here, because, yeah, it's it's you kind of I'm I don't want to

474
00:31:25.320 --> 00:31:30.840
think about building content like I'm going to do this one call where we just talk and

475
00:31:30.840 --> 00:31:33.560
then let it go, like figure out some content from that.

476
00:31:34.840 --> 00:31:36.720
So, you know, and I did spend a lot.

477
00:31:36.760 --> 00:31:41.800
So I think we are going to be spending a lot more time as like builders in the future

478
00:31:41.800 --> 00:31:47.280
building the systems and dialing in these or these workflows than just sitting and doing

479
00:31:47.280 --> 00:31:50.560
the work. Right. So, yeah.

480
00:31:51.560 --> 00:31:53.080
Totally, totally.

481
00:31:55.000 --> 00:31:58.480
Two things I wanted to complement with this.

482
00:31:59.000 --> 00:32:04.560
First, I sent in the private chat here the Gas City repo.

483
00:32:04.680 --> 00:32:08.600
Very interesting stuff from Steve Wynton.

484
00:32:08.640 --> 00:32:12.440
I'm not sure how to pronounce his second name, but it's Steve.

485
00:32:13.680 --> 00:32:18.920
He started with like this concept called Gas Town, which is very interesting.

486
00:32:19.480 --> 00:32:21.320
It's a orchestration tool.

487
00:32:23.320 --> 00:32:29.840
In some sense, it's similar to Paperclip, but it takes a technical, different approach,

488
00:32:29.880 --> 00:32:39.920
let's say, which I think is more it's more solid for our software factory.

489
00:32:40.240 --> 00:32:48.000
But the problem was that Gas Town was very opinionated and they created Gas City, which

490
00:32:48.000 --> 00:32:56.720
is more like an SDK that allows you to configure your agents to run in this city

491
00:32:56.720 --> 00:33:01.160
structure, which is basically how they call the orchestration layer.

492
00:33:02.240 --> 00:33:07.800
And it's funny because configuring it is just like you said, you start to realize that a

493
00:33:07.800 --> 00:33:13.120
lot of the work now is just about like how to set it up, how to set everything

494
00:33:13.120 --> 00:33:20.120
correctly and like how to have different setups for each agent.

495
00:33:20.520 --> 00:33:27.840
And the whole idea is that we could probably create a Gas City that would be like named

496
00:33:27.840 --> 00:33:34.640
like InnovoCity and then would be like managing like the different areas and then

497
00:33:34.640 --> 00:33:38.200
different projects that we have.

498
00:33:38.600 --> 00:33:45.080
But the interesting thing to me is that they are using the underlying, they are using

499
00:33:45.080 --> 00:33:54.000
like the bits, which is basically a very simple kind of Git-like structure, but to

500
00:33:54.000 --> 00:34:01.160
track like tasks or small, like very small pieces of work that was changed.

501
00:34:01.880 --> 00:34:07.440
And you can have this as its own backend, which is called the dot backend.

502
00:34:07.680 --> 00:34:15.600
So you have the agents working on your local machine, but they are all updating the

503
00:34:15.600 --> 00:34:17.360
dot backend.

504
00:34:17.600 --> 00:34:22.560
So Bruce can have agents running, I can have agents running, Lucien can have agents

505
00:34:22.560 --> 00:34:29.239
running, but they are all writing to the same minimal session slash state interface,

506
00:34:29.600 --> 00:34:35.520
meaning that we all be operating the same agents from the point of view that they are

507
00:34:35.600 --> 00:34:41.520
sharing the same prompts and tools, but they are running on our local machines and they

508
00:34:41.520 --> 00:34:49.560
leave the session debuggable for all of us, meaning I would be able to debug an agent

509
00:34:49.560 --> 00:34:51.760
session from Lucien and vice versa.

510
00:34:52.000 --> 00:34:55.560
So we can continue work from each other, which is very nice.

511
00:34:55.560 --> 00:34:57.520
So I can say like, hey, I just stopped here.

512
00:34:57.640 --> 00:34:59.960
You can continue from this session and you.

513
00:35:00.000 --> 00:35:05.200
be able to continue the work from where I stopped and the context would be shared.

514
00:35:06.240 --> 00:35:07.200
Yeah, that's awesome.

515
00:35:07.200 --> 00:35:13.200
So yeah, that's very early. I believe it was launched yesterday, like yesterday, but

516
00:35:14.640 --> 00:35:17.280
That's the reason you would know about it because it's like

517
00:35:19.360 --> 00:35:25.200
Yeah, but I was like, man, this solves like a lot of problems that we are trying to solve

518
00:35:25.840 --> 00:35:27.840
and the thing now is just like

519
00:35:30.080 --> 00:35:32.080
set it up correctly because it's very

520
00:35:34.540 --> 00:35:42.020
Flexible you can set it up like you can have agents for marketing but also for coding and all under the same structure

521
00:35:42.560 --> 00:35:44.320
and

522
00:35:44.320 --> 00:35:51.200
Let's say consume consuming the same database, uh, like we want the same knowledge database so we could have like

523
00:35:52.080 --> 00:35:55.920
city of agents set up that's consuming, uh,

524
00:35:56.000 --> 00:36:02.160
Or the or the data that we already have centered in our knowledge database, so it's very

525
00:36:03.200 --> 00:36:08.640
Yeah interesting stuff. Uh, i'm testing it right now. I'm actually like

526
00:36:09.360 --> 00:36:11.360
Creating a seat a seat

527
00:36:11.920 --> 00:36:18.000
For my obsidian vault so that obsidian vault that I showed last week that i'm, uh,

528
00:36:18.720 --> 00:36:20.900
Using to manage my para infrastructure

529
00:36:21.780 --> 00:36:26.580
Uh, I attached a a city on top of that. So now I have like

530
00:36:27.300 --> 00:36:32.900
Agents managing the vault like making sure I don't have nodes that are not connected to anything

531
00:36:33.300 --> 00:36:42.020
So and and making sure that everything is clean and no project stays on my pipeline for more than 14 days without an actionable item

532
00:36:42.340 --> 00:36:49.780
So I can make sure that everything on this infrastructure is running being monitored by this this this little city. So yeah, it's

533
00:36:50.580 --> 00:36:52.580
Very very interesting stuff

534
00:36:53.140 --> 00:36:56.900
Yeah, I think we gotta just keep experimenting with it. Um,

535
00:36:57.540 --> 00:37:01.460
This is great. I want to keep playing with it because like we kind of have this

536
00:37:02.260 --> 00:37:08.580
This flow like this paperclip to me, you know, it's just we're just sitting out over here somewhere, you know

537
00:37:09.140 --> 00:37:10.020
um

538
00:37:10.020 --> 00:37:11.620
And that's going to be like mine

539
00:37:11.620 --> 00:37:16.260
But like if lucian wants to have one to go get tasks and do stuff and like help him

540
00:37:17.060 --> 00:37:19.060
Do whatever organizes, you know

541
00:37:19.620 --> 00:37:21.460
What your week or whatever?

542
00:37:21.460 --> 00:37:25.620
Um, and you were we were talking about this last week. I don't think I showed it necessarily on the stream

543
00:37:25.700 --> 00:37:28.120
But yeah, you could technically use obsidian

544
00:37:29.060 --> 00:37:34.100
Um an open call or whatever tech stack you want down here and just keep feeding stuff in and out of the business

545
00:37:34.660 --> 00:37:35.860
because

546
00:37:35.860 --> 00:37:39.380
We're just gonna what I want to do is make sure that we're we're just creating the easiest

547
00:37:40.020 --> 00:37:42.020
like in and out

548
00:37:42.020 --> 00:37:47.380
Process for this database for this app. So like things are super well framed

549
00:37:47.620 --> 00:37:49.460
We've got our nice little tasker built out

550
00:37:49.460 --> 00:37:51.460
we've got a nice process in here so that

551
00:37:51.780 --> 00:37:55.700
All the tasks that are coming out of this are very well informed of what we're doing

552
00:37:56.020 --> 00:37:58.900
But you know with for the rest for this actual project

553
00:37:59.460 --> 00:38:05.140
Um so that you guys can plug in whatever tools you want and just rip through these tasks and projects as fast as possible

554
00:38:05.780 --> 00:38:06.900
um

555
00:38:06.900 --> 00:38:07.940
so

556
00:38:07.940 --> 00:38:12.260
Anyway, I think I think that's it's this is sort of the way I I worked on

557
00:38:12.900 --> 00:38:15.780
a ton of stuff last week, um for

558
00:38:16.740 --> 00:38:18.980
tribe, and I think all those like, um

559
00:38:20.180 --> 00:38:26.740
The reactive work that I put in. Um, that was all just on uh, let me see if I can pull some of it up

560
00:38:28.260 --> 00:38:30.260
This was march

561
00:38:30.980 --> 00:38:32.660
um

562
00:38:32.660 --> 00:38:35.060
So we had we had a bunch of tasks. Um

563
00:38:35.940 --> 00:38:38.420
That that I just kind of cleared out, uh

564
00:38:39.140 --> 00:38:44.980
where we were trying to deal with chat and had clients like texting us and editing stuff and I think there was like a

565
00:38:44.980 --> 00:38:46.980
really kind of hit like a uh

566
00:38:47.140 --> 00:38:49.780
Sweet spot where I was like eventually kind of finished up the week

567
00:38:49.860 --> 00:38:50.260
I was like man

568
00:38:50.260 --> 00:38:52.980
I feel like I did a ton in like three days

569
00:38:53.060 --> 00:38:58.020
I was like, yeah, because I probably did like maybe what would have taken a week or two, you know in a past season

570
00:38:58.580 --> 00:39:02.660
um, just kind of prompting stuff and uh, and then we added the um

571
00:39:02.980 --> 00:39:07.620
Maestro stuff which we didn't talk where we could talk about that as well. But um

572
00:39:08.500 --> 00:39:13.620
Now like I saw the release, you know yesterday that lucid did where he automated the

573
00:39:14.420 --> 00:39:18.420
All the apps getting built and then published it seemed like that works pretty well

574
00:39:18.980 --> 00:39:20.980
Hopefully it didn't take too much time

575
00:39:21.620 --> 00:39:25.220
Where credit is due that was janata automating this i'm just using his

576
00:39:26.340 --> 00:39:28.820
yeah, but it's really impressive when like

577
00:39:29.460 --> 00:39:30.420
um

578
00:39:30.420 --> 00:39:34.900
Like he built it and then he handed off a playbook and then you were able to run it because sometimes that he's like

579
00:39:34.900 --> 00:39:40.020
Oh, I made this really cool tool and then like no one knows how to use it. So just paying him when we need some push

580
00:39:40.740 --> 00:39:46.260
And it was funny because I was a bit afraid I was like when you said hey lucian go ahead and publish it

581
00:39:46.260 --> 00:39:50.660
and I was like man, I I didn't even send a message man if you need some help like

582
00:39:51.140 --> 00:39:53.860
Because I was hoping it was work out of the box

583
00:39:53.860 --> 00:39:59.780
But I wasn't sure because you know how this thing goes with environments and stuff, but i'm happy it worked

584
00:40:00.000 --> 00:40:07.200
That's great, but it creates like a peace of mind to like just push stuff in a confident.

585
00:40:07.200 --> 00:40:12.080
So I think that's to me is like, there's kind of getting a lot of really refined process

586
00:40:12.080 --> 00:40:16.200
on the inputs we're giving it, as far as that's where the clarity, because if you're not,

587
00:40:16.200 --> 00:40:20.140
so someone, there's such a great quote and I won't do it justice, but someone said something

588
00:40:20.140 --> 00:40:26.340
like all that AI is doing is helping people who either thought very clearly like to execute

589
00:40:26.340 --> 00:40:29.880
or people who are really fuzzy on how they're thinking about stuff to also execute.

590
00:40:29.880 --> 00:40:32.460
It's not like it's going to fix fuzzy thinking, right?

591
00:40:32.460 --> 00:40:36.860
It's like we have to fix that part of getting like really clear about the problems we're

592
00:40:36.860 --> 00:40:41.380
solving and the outcome and like how we're going to build it and breadboarding and thinking

593
00:40:41.380 --> 00:40:44.380
things through the human side of it.

594
00:40:44.380 --> 00:40:48.460
That's sort of like all the pre-work and then we like, you know, hand it off to go and then

595
00:40:48.460 --> 00:40:53.160
being able to observe it and kind of then sort of go along the journey of executing

596
00:40:53.160 --> 00:40:58.260
on that plan and then pivoting as little things pop up, little UI things that are going to

597
00:40:58.260 --> 00:41:01.760
pop up that like you thought it would work this way and now there's this kind of weird

598
00:41:01.760 --> 00:41:03.760
design problem you have.

599
00:41:03.760 --> 00:41:04.880
We kind of explore stuff.

600
00:41:04.880 --> 00:41:08.880
So yeah, I think it's, I think it's great.

601
00:41:08.880 --> 00:41:12.600
And then I was, I was saying there's the inputs and then there's of course this output layer,

602
00:41:12.600 --> 00:41:16.680
like right before it goes live, having all those automated tests and being able to kind

603
00:41:16.680 --> 00:41:21.680
of push with more confidence means that we can deploy more often.

604
00:41:21.680 --> 00:41:28.460
And we did, we pushed a bunch of stuff on, on 5.2.2 on Monday with like a new chat tab

605
00:41:28.460 --> 00:41:31.260
with like a bunch of UI changes.

606
00:41:31.260 --> 00:41:34.340
Andrew Daniels had put like a new login screen together.

607
00:41:34.340 --> 00:41:37.700
He's also got a new course UI that he finished up yesterday.

608
00:41:37.700 --> 00:41:44.500
So he's been going Figma, Figma MCP with Claude into the, into a branch.

609
00:41:44.500 --> 00:41:49.940
He's never used GitHub before, never used Claude before, like, and he's like pushing

610
00:41:49.940 --> 00:41:53.560
these features in and I'm doing the PR, PRs for it.

611
00:41:53.560 --> 00:41:55.480
And it's working pretty great.

612
00:41:55.480 --> 00:42:00.760
It's not as fast as like, you know, him doing it in Figma directly, but the cool thing is

613
00:42:00.760 --> 00:42:05.360
he's able to make the change and then play with it immediately and kind of click around

614
00:42:05.360 --> 00:42:09.800
on different groups and figure out like, oh, if I make that change here and I jumped to

615
00:42:09.800 --> 00:42:11.720
another group, it creates this other design problem.

616
00:42:11.720 --> 00:42:16.400
So I think that is the way to do it versus just sitting in Figma and kind of mocking

617
00:42:16.400 --> 00:42:17.400
stuff up.

618
00:42:17.900 --> 00:42:18.900
Yeah.

619
00:42:18.900 --> 00:42:22.460
So we're pushing a lot, a lot of cool, cool stuff.

620
00:42:22.460 --> 00:42:28.300
The group thing, very excited about, I made a video for it and we shared it with all the

621
00:42:28.300 --> 00:42:30.220
customers today.

622
00:42:30.220 --> 00:42:35.520
And yeah, I think that's going to open up a ton of options to just push random, like

623
00:42:35.520 --> 00:42:41.820
new tabs and features and pages and integrations, whatever you want to call them, you can push

624
00:42:41.820 --> 00:42:42.820
all of them.

625
00:42:42.820 --> 00:42:43.820
Things.

626
00:42:43.820 --> 00:42:44.820
You can call it things.

627
00:42:45.100 --> 00:42:49.520
Anything else you guys want to talk about?

628
00:42:49.520 --> 00:42:53.520
Janai, you have plenty to talk about.

629
00:42:53.520 --> 00:42:59.460
Oh, I wanted to show, I'll share this link.

630
00:42:59.460 --> 00:43:03.320
You shared this with me, Janai, but I'll put this in the team chat if you guys haven't

631
00:43:03.320 --> 00:43:06.360
checked this out.

632
00:43:06.360 --> 00:43:07.360
This was so encouraging.

633
00:43:07.360 --> 00:43:12.680
I said there's like a great post from Jason Fried last week on Friday.

634
00:43:12.860 --> 00:43:15.420
I spent like three days just doing nothing else.

635
00:43:15.420 --> 00:43:18.860
Like I just woke up, like went to the gym, came home and just sat in front of my computer

636
00:43:18.860 --> 00:43:22.300
for like six straight hours coding.

637
00:43:22.300 --> 00:43:26.420
And Jason Fried had posted something last week about bespoke software.

638
00:43:26.420 --> 00:43:27.420
Super encouraging.

639
00:43:27.420 --> 00:43:32.500
And then this post that came out earlier this month is really encouraging.

640
00:43:32.500 --> 00:43:37.700
And I thought this was just such a great little graph of like which domains are using agents

641
00:43:37.700 --> 00:43:38.700
the most.

642
00:43:38.720 --> 00:43:43.840
Obviously software, like it's like by a long shot.

643
00:43:43.840 --> 00:43:49.440
And then he had a whole thing on like, I think this first part here, is it this one?

644
00:43:49.440 --> 00:43:53.960
This is like first paragraph.

645
00:43:53.960 --> 00:43:58.440
Like yeah, it was basically just reinforcing like services where it's going to be at.

646
00:43:58.440 --> 00:44:02.080
Like doing this stuff as a service is where it's at.

647
00:44:02.080 --> 00:44:05.840
Building this thing, like kind of not vibe coding as a service, but that's sort of the

648
00:44:05.860 --> 00:44:06.860
gist of it.

649
00:44:08.580 --> 00:44:11.860
So I was anyway, it's like a few minute read.

650
00:44:11.900 --> 00:44:13.060
I'll drop it in the thing.

651
00:44:13.060 --> 00:44:14.980
But Janata sent this to me as well.

652
00:44:15.460 --> 00:44:20.100
So if you need some good content, like and subscribe to Janata and he will keep you guys

653
00:44:20.100 --> 00:44:22.980
up to date on all the good stuff.

654
00:44:25.980 --> 00:44:28.660
I need to create a YouTube channel too.

655
00:44:31.620 --> 00:44:34.340
Awesome. Well, we'll end it there.

656
00:44:34.360 --> 00:44:36.680
I'll end the stream and then we can chat if you guys have anything else.

657
00:44:36.680 --> 00:44:37.680
But this was good.

658
00:44:38.880 --> 00:44:39.400
See you guys.
