[
  {
    "startMs": 21039,
    "text": "Okay. Hi everyone. Uh I'm Solomon. I am"
  },
  {
    "startMs": 24240,
    "text": "the creator of ATMCraft and I also"
  },
  {
    "startMs": 26160,
    "text": "created MCPUI which became MCP apps and"
  },
  {
    "startMs": 29599,
    "text": "MCP steering committee. I've done a"
  },
  {
    "startMs": 31920,
    "text": "bunch of other stuff. Uh but we're here"
  },
  {
    "startMs": 33760,
    "text": "to talk about why we're the bottleneck"
  },
  {
    "startMs": 36399,
    "text": "and why we don't have to be."
  },
  {
    "startMs": 40000,
    "text": "So, uh as you all know and use every"
  },
  {
    "startMs": 43280,
    "text": "day, agents are amazing. There's so much"
  },
  {
    "startMs": 45520,
    "text": "they can do uh from generating cat memes"
  },
  {
    "startMs": 48800,
    "text": "to B2B SAS apps. So if they are so"
  },
  {
    "startMs": 52320,
    "text": "amazing, we have to ask why aren't we"
  },
  {
    "startMs": 54559,
    "text": "all unstoppable? Why doesn't everyone"
  },
  {
    "startMs": 56800,
    "text": "have an army of agents that just does"
  },
  {
    "startMs": 59120,
    "text": "whatever they want? So it should be"
  },
  {
    "startMs": 61840,
    "text": "relatively easy. I mean you just have a"
  },
  {
    "startMs": 64080,
    "text": "bunch of monitors and you spin up 25"
  },
  {
    "startMs": 66560,
    "text": "cloud code agents and you're done. So"
  },
  {
    "startMs": 69680,
    "text": "the reality is that it's just not that"
  },
  {
    "startMs": 72080,
    "text": "simple to do something like that. you"
  },
  {
    "startMs": 74640,
    "text": "need to a really want to use agents and"
  },
  {
    "startMs": 78880,
    "text": "secondly once you actually spin them up"
  },
  {
    "startMs": 81360,
    "text": "each one of these agents requires you to"
  },
  {
    "startMs": 83759,
    "text": "steer them direct them review them and"
  },
  {
    "startMs": 86400,
    "text": "when it's at scale especially it's just"
  },
  {
    "startMs": 88640,
    "text": "exhausting we need to find the skills to"
  },
  {
    "startMs": 91439,
    "text": "allow us to do it without burning out so"
  },
  {
    "startMs": 94400,
    "text": "in reality we are the bottleneck"
  },
  {
    "startMs": 98479,
    "text": "and the the cool thing here is that"
  },
  {
    "startMs": 101439,
    "text": "while we are the bottleneck"
  },
  {
    "startMs": 103920,
    "text": "The skills that we need to do these"
  },
  {
    "startMs": 105600,
    "text": "things to uh find ourselves not burning"
  },
  {
    "startMs": 108799,
    "text": "out every time we use an agent are with"
  },
  {
    "startMs": 111600,
    "text": "us all along. Uh if you try to compare"
  },
  {
    "startMs": 115200,
    "text": "it to other stuff that you've been doing"
  },
  {
    "startMs": 117520,
    "text": "outside of programming, for example,"
  },
  {
    "startMs": 120000,
    "text": "playing video games, it's not really"
  },
  {
    "startMs": 121759,
    "text": "that different. Like if if you're"
  },
  {
    "startMs": 123439,
    "text": "playing Warcraft, for example, or Sims,"
  },
  {
    "startMs": 125920,
    "text": "and you have a bunch of different uh"
  },
  {
    "startMs": 127759,
    "text": "units running around, you need to"
  },
  {
    "startMs": 129280,
    "text": "understand what they're doing and"
  },
  {
    "startMs": 130399,
    "text": "supervise all of it. How different is"
  },
  {
    "startMs": 132560,
    "text": "that from from actually inspecting"
  },
  {
    "startMs": 134480,
    "text": "agents? So I took this concept uh too"
  },
  {
    "startMs": 138239,
    "text": "far and I created agent uh which is a"
  },
  {
    "startMs": 142000,
    "text": "game inspired orchestrator uh that tries"
  },
  {
    "startMs": 145360,
    "text": "to bring all that good stuff together"
  },
  {
    "startMs": 148080,
    "text": "into work."
  },
  {
    "startMs": 150480,
    "text": "So let's take uh a quick look of what"
  },
  {
    "startMs": 152800,
    "text": "that actually looks like and try and"
  },
  {
    "startMs": 154319,
    "text": "understand the journey that we can go"
  },
  {
    "startMs": 156480,
    "text": "through to really raise the ceiling of"
  },
  {
    "startMs": 158480,
    "text": "how humans and agents can collaborate."
  },
  {
    "startMs": 161519,
    "text": "So, uh, this is AgentCraft. Uh, there's"
  },
  {
    "startMs": 164319,
    "text": "really a lot to unpack here. Uh, so"
  },
  {
    "startMs": 166640,
    "text": "we'll just go through the basics really"
  },
  {
    "startMs": 168400,
    "text": "quick. Um, what you see here is an"
  },
  {
    "startMs": 171280,
    "text": "agent. Uh, it's an actual representation"
  },
  {
    "startMs": 175040,
    "text": "of a cloud code or openclaw, whatever"
  },
  {
    "startMs": 177920,
    "text": "agent that you can imagine. Uh, it can"
  },
  {
    "startMs": 180480,
    "text": "be detected on your device or you can"
  },
  {
    "startMs": 182480,
    "text": "actually spawn new ones directly from a"
  },
  {
    "startMs": 185840,
    "text": "craft. Uh, so like I said, you have like"
  },
  {
    "startMs": 188000,
    "text": "codecs and uh, open code etc."
  },
  {
    "startMs": 192159,
    "text": "at your command."
  },
  {
    "startMs": 193840,
    "text": ">> Uh, and these agents can do everything."
  },
  {
    "startMs": 196159,
    "text": "They're just normal agents. Uh, so I can"
  },
  {
    "startMs": 198720,
    "text": "just prompt them in this nice side panel"
  },
  {
    "startMs": 200800,
    "text": "that also has voice. So there's"
  },
  {
    "startMs": 203120,
    "text": "multimodality here. Uh, and just do"
  },
  {
    "startMs": 206400,
    "text": "something for me."
  },
  {
    "startMs": 207840,
    "text": ">> Prompt. Prompt."
  },
  {
    "startMs": 209519,
    "text": ">> And now these agents can do whatever."
  },
  {
    "startMs": 213280,
    "text": "Uh, and if you look around you would see"
  },
  {
    "startMs": 215360,
    "text": "that the map has a a bunch of different"
  },
  {
    "startMs": 217280,
    "text": "elements. So you have buildings. These"
  },
  {
    "startMs": 218959,
    "text": "buildings represent functionalities. So"
  },
  {
    "startMs": 220560,
    "text": "for example, if you can manage your"
  },
  {
    "startMs": 222560,
    "text": "plugins or skills, uh you have like"
  },
  {
    "startMs": 224959,
    "text": "integrated terminal, integrated git, uh"
  },
  {
    "startMs": 227840,
    "text": "you can do in your all of your work from"
  },
  {
    "startMs": 230159,
    "text": "within this space."
  },
  {
    "startMs": 232560,
    "text": "So now that we have this and we"
  },
  {
    "startMs": 234239,
    "text": "understand the basics, let's look at"
  },
  {
    "startMs": 236400,
    "text": "what we can do uh to raise the ceiling."
  },
  {
    "startMs": 239040,
    "text": "So the first step is obviously"
  },
  {
    "startMs": 240560,
    "text": "visibility. I need to understand what's"
  },
  {
    "startMs": 242640,
    "text": "going on. What are my agents doing? So,"
  },
  {
    "startMs": 245120,
    "text": "I have this nice side panel and it shows"
  },
  {
    "startMs": 247439,
    "text": "me the different agents and what their"
  },
  {
    "startMs": 249200,
    "text": "task is and what the last thing they did"
  },
  {
    "startMs": 250879,
    "text": "is and what they're currently doing."
  },
  {
    "startMs": 252640,
    "text": "Everything I need to quickly understand"
  },
  {
    "startMs": 254480,
    "text": "who needs my attention and who doesn't."
  },
  {
    "startMs": 257759,
    "text": "The second part of it is we're not just"
  },
  {
    "startMs": 260239,
    "text": "limited to this. We have a map. So, I"
  },
  {
    "startMs": 262720,
    "text": "can take let's say my file system,"
  },
  {
    "startMs": 265360,
    "text": "project it onto the map, and now I can"
  },
  {
    "startMs": 267840,
    "text": "see exactly what my agents are doing."
  },
  {
    "startMs": 270080,
    "text": "Not just by looking at a list of stuff."
  },
  {
    "startMs": 272320,
    "text": "I can actually see okay this agent is"
  },
  {
    "startMs": 274400,
    "text": "now working on this directory or this"
  },
  {
    "startMs": 276880,
    "text": "file and these files are represented as"
  },
  {
    "startMs": 278800,
    "text": "runes on the map. So I can really look"
  },
  {
    "startMs": 281199,
    "text": "at each one and see exactly what each"
  },
  {
    "startMs": 283280,
    "text": "agent did and when. And now I can take"
  },
  {
    "startMs": 286800,
    "text": "this nice information because we are the"
  },
  {
    "startMs": 289040,
    "text": "orchestrator uh and use that to create"
  },
  {
    "startMs": 292160,
    "text": "linkages and now I can create cool stuff"
  },
  {
    "startMs": 294560,
    "text": "like heat maps. So I can really easily"
  },
  {
    "startMs": 297199,
    "text": "see what's going on. And the the other"
  },
  {
    "startMs": 302320,
    "text": "aspect is that now that we have this"
  },
  {
    "startMs": 304320,
    "text": "visibility, that's not really enough. We"
  },
  {
    "startMs": 306880,
    "text": "need to be able to react to what's going"
  },
  {
    "startMs": 308479,
    "text": "on. If someone needs my attention, I"
  },
  {
    "startMs": 310639,
    "text": "need to be able to quickly jump to it."
  },
  {
    "startMs": 312720,
    "text": "So much like video games or RTS games or"
  },
  {
    "startMs": 316000,
    "text": "Civilization, whatever, you would click"
  },
  {
    "startMs": 318320,
    "text": "uh spacebar and it would just take you"
  },
  {
    "startMs": 320479,
    "text": "to the nearest thing that actually"
  },
  {
    "startMs": 321759,
    "text": "needed your attention. So you can really"
  },
  {
    "startMs": 323600,
    "text": "easily understand what's going on. and"
  },
  {
    "startMs": 326000,
    "text": "jump from one thing to the other and"
  },
  {
    "startMs": 328320,
    "text": "answer questions or approve plans, etc."
  },
  {
    "startMs": 334240,
    "text": "That was nice. I mean, it's a nice step"
  },
  {
    "startMs": 336320,
    "text": "just to have that visibility, but it's"
  },
  {
    "startMs": 338880,
    "text": "not really enough. It's pretty"
  },
  {
    "startMs": 341600,
    "text": "exhausting to keep looking at what the"
  },
  {
    "startMs": 343919,
    "text": "agents are doing in the granularity of"
  },
  {
    "startMs": 346080,
    "text": "what files are they using and what tools"
  },
  {
    "startMs": 347919,
    "text": "are they using at the moment. So, we"
  },
  {
    "startMs": 349759,
    "text": "need something else. Uh and the reason"
  },
  {
    "startMs": 352720,
    "text": "is that we have like two two main"
  },
  {
    "startMs": 354479,
    "text": "problems here. Uh one is that there's"
  },
  {
    "startMs": 356479,
    "text": "just too much to hold in our heads. Even"
  },
  {
    "startMs": 358639,
    "text": "if I can understand what's going on and"
  },
  {
    "startMs": 360240,
    "text": "I can see everything, I can't really do"
  },
  {
    "startMs": 362479,
    "text": "like 20 things at the same time. I can't"
  },
  {
    "startMs": 364160,
    "text": "even think of the next thing I want to"
  },
  {
    "startMs": 366080,
    "text": "do if I have this, you know, huge coding"
  },
  {
    "startMs": 368160,
    "text": "project or whatever. So I need to find"
  },
  {
    "startMs": 371039,
    "text": "some way to fix that. Uh so we can I"
  },
  {
    "startMs": 373520,
    "text": "mean we can tell the agents uh you know"
  },
  {
    "startMs": 376479,
    "text": "go through my codebase, find out what"
  },
  {
    "startMs": 378319,
    "text": "the next things I need to do are, create"
  },
  {
    "startMs": 380000,
    "text": "these tasks for me and I just click a"
  },
  {
    "startMs": 381919,
    "text": "button, I accept the quest and there's"
  },
  {
    "startMs": 384000,
    "text": "some agent that does it for me which is"
  },
  {
    "startMs": 386720,
    "text": "fun. Uh it's cool. Uh but the next"
  },
  {
    "startMs": 390000,
    "text": "problem here is that okay now I have 20"
  },
  {
    "startMs": 392080,
    "text": "stuff going at the same time and I have"
  },
  {
    "startMs": 393919,
    "text": "to babysit each and every one and that"
  },
  {
    "startMs": 396720,
    "text": "is completely exhausting. So you could"
  },
  {
    "startMs": 399520,
    "text": "ask okay we have agents agents are"
  },
  {
    "startMs": 401759,
    "text": "amazing as we've established so I can"
  },
  {
    "startMs": 405120,
    "text": "just go ahead and tell the agent to do"
  },
  {
    "startMs": 407199,
    "text": "it for me now it's called software"
  },
  {
    "startMs": 409440,
    "text": "factories but at the time it was just"
  },
  {
    "startMs": 411520,
    "text": "doing stuff autonomously uh so you can"
  },
  {
    "startMs": 413600,
    "text": "give it like a general sense of what you"
  },
  {
    "startMs": 415360,
    "text": "want it would spawn an orchestrator and"
  },
  {
    "startMs": 418560,
    "text": "break it down for you and run it all in"
  },
  {
    "startMs": 420880,
    "text": "well in this case it's a local uh"
  },
  {
    "startMs": 423120,
    "text": "container so everything is just done in"
  },
  {
    "startMs": 425599,
    "text": "isolation and I don't need to do any"
  },
  {
    "startMs": 427520,
    "text": "babysitting the agent does it for me. On"
  },
  {
    "startMs": 430560,
    "text": "top of that, you have loops, which"
  },
  {
    "startMs": 432639,
    "text": "everyone really likes right now. So, you"
  },
  {
    "startMs": 434400,
    "text": "can do cool things like just tell it to,"
  },
  {
    "startMs": 436639,
    "text": "I don't know, scan Twitter for cool"
  },
  {
    "startMs": 438639,
    "text": "stuff you want to build or scan your"
  },
  {
    "startMs": 440240,
    "text": "GitHub, and it will just create these"
  },
  {
    "startMs": 442560,
    "text": "nice uh features for you in the"
  },
  {
    "startMs": 444960,
    "text": "background without you needing to do too"
  },
  {
    "startMs": 446800,
    "text": "much up front."
  },
  {
    "startMs": 449680,
    "text": "The bad thing is that I mean this is"
  },
  {
    "startMs": 452160,
    "text": "nice uh but what do I do when I have"
  },
  {
    "startMs": 455039,
    "text": "again I don't know I would say 20 but"
  },
  {
    "startMs": 457759,
    "text": "even five things to review at the same"
  },
  {
    "startMs": 460319,
    "text": "time. Uh it's very very hard to get that"
  },
  {
    "startMs": 463759,
    "text": "out of the way. So what I did is create"
  },
  {
    "startMs": 467280,
    "text": "uh this like review kit. So I get the"
  },
  {
    "startMs": 469840,
    "text": "entire changes I need and I get uh what"
  },
  {
    "startMs": 472160,
    "text": "files changed if you want to go like"
  },
  {
    "startMs": 474240,
    "text": "file by file or you can get just get"
  },
  {
    "startMs": 476560,
    "text": "visual evidence. So you can actually see"
  },
  {
    "startMs": 478720,
    "text": "videos of what changed or photos of what"
  },
  {
    "startMs": 480720,
    "text": "changed so you can really quickly"
  },
  {
    "startMs": 482400,
    "text": "understand what you want or even run a"
  },
  {
    "startMs": 484639,
    "text": "few uh instances in parallel and just"
  },
  {
    "startMs": 487199,
    "text": "pick the best implementation out of"
  },
  {
    "startMs": 489280,
    "text": "these."
  },
  {
    "startMs": 491280,
    "text": "So now that we have this we have uh"
  },
  {
    "startMs": 493599,
    "text": "visibility and we have autonomy uh it's"
  },
  {
    "startMs": 496240,
    "text": "pretty cool like we reached a pretty"
  },
  {
    "startMs": 497840,
    "text": "good place in raising the ceiling of"
  },
  {
    "startMs": 500160,
    "text": "what we can do with agents but it's"
  },
  {
    "startMs": 503440,
    "text": "still pretty exhausting. I mean it's it"
  },
  {
    "startMs": 505440,
    "text": "was fun. Uh, but now I have to ask"
  },
  {
    "startMs": 507520,
    "text": "myself, do I really need to be the only"
  },
  {
    "startMs": 510000,
    "text": "one doing this? It's pretty lonely to"
  },
  {
    "startMs": 512159,
    "text": "just talk to agents all day and trying"
  },
  {
    "startMs": 514640,
    "text": "to and you know, if you look at uh what"
  },
  {
    "startMs": 517200,
    "text": "a team does, for example, if it's just"
  },
  {
    "startMs": 519919,
    "text": "me, that's fine. But if I have a team, I"
  },
  {
    "startMs": 522320,
    "text": "might not even be the right person to"
  },
  {
    "startMs": 524000,
    "text": "review what's going on. So, I need"
  },
  {
    "startMs": 526480,
    "text": "something else. Uh, and that something"
  },
  {
    "startMs": 528800,
    "text": "is collaboration. We can just have other"
  },
  {
    "startMs": 532080,
    "text": "people join us. So the way that looks in"
  },
  {
    "startMs": 536320,
    "text": "agent craft is that I can create these"
  },
  {
    "startMs": 539279,
    "text": "uh you can call it you know war halls"
  },
  {
    "startMs": 541680,
    "text": "war room whatever uh host them it's like"
  },
  {
    "startMs": 544720,
    "text": "completely local but you can do like"
  },
  {
    "startMs": 546399,
    "text": "tunnels and people can join you h so I"
  },
  {
    "startMs": 549440,
    "text": "can create a room and let's say I have a"
  },
  {
    "startMs": 551040,
    "text": "product designer in my team in this case"
  },
  {
    "startMs": 553200,
    "text": "uh it's my wife and I can approve uh her"
  },
  {
    "startMs": 556880,
    "text": "otherwise she'll be mad uh so I can"
  },
  {
    "startMs": 558959,
    "text": "approve her and she does her thing she"
  },
  {
    "startMs": 561200,
    "text": "designs whatever and I as an engineer"
  },
  {
    "startMs": 564720,
    "text": "can not only see that that's that's her"
  },
  {
    "startMs": 568399,
    "text": "um I can not only see that on my map uh"
  },
  {
    "startMs": 571600,
    "text": "I can actually take that and follow off"
  },
  {
    "startMs": 574800,
    "text": "off of it"
  },
  {
    "startMs": 575680,
    "text": ">> prompt prompt"
  },
  {
    "startMs": 576959,
    "text": ">> yeah that's just like her um so I can"
  },
  {
    "startMs": 581279,
    "text": "take that design follow up on it"
  },
  {
    "startMs": 584240,
    "text": "implement it while she keeps working uh"
  },
  {
    "startMs": 586880,
    "text": "and the cool thing here is that not only"
  },
  {
    "startMs": 588560,
    "text": "can I hand off or fork and kind of have"
  },
  {
    "startMs": 590640,
    "text": "this shared workspace so I'm not really"
  },
  {
    "startMs": 592800,
    "text": "bound anymore or to Git. I can use Git,"
  },
  {
    "startMs": 594800,
    "text": "but I'm not really bound to something."
  },
  {
    "startMs": 596080,
    "text": "Everyone is working together. Uh you can"
  },
  {
    "startMs": 598080,
    "text": "see that there's also some kind of chat"
  },
  {
    "startMs": 600959,
    "text": "between not only between the people"
  },
  {
    "startMs": 603440,
    "text": "within the room, but also between"
  },
  {
    "startMs": 605600,
    "text": "agents. So we can have this really nice"
  },
  {
    "startMs": 608160,
    "text": "notice board of exactly what each person"
  },
  {
    "startMs": 610080,
    "text": "is doing, what each agent doing. They're"
  },
  {
    "startMs": 611519,
    "text": "all aware of each other and they can"
  },
  {
    "startMs": 613360,
    "text": "collaborate much more closely uh than"
  },
  {
    "startMs": 615600,
    "text": "you normally would be able to do. Uh so"
  },
  {
    "startMs": 617760,
    "text": "for example, here I can say, okay, I"
  },
  {
    "startMs": 619440,
    "text": "took off this design task."
  },
  {
    "startMs": 622959,
    "text": "Uh so now we have oh by the way this is"
  },
  {
    "startMs": 626880,
    "text": "also from devices you can have like"
  },
  {
    "startMs": 628560,
    "text": "mobile and and if you like telegram you"
  },
  {
    "startMs": 630880,
    "text": "can use telegram whatever floats your"
  },
  {
    "startMs": 633440,
    "text": "boat. So we have visibility and we have"
  },
  {
    "startMs": 636240,
    "text": "autonomy and we have collaboration so we"
  },
  {
    "startMs": 638480,
    "text": "managed to raise the ceiling. Uh it's"
  },
  {
    "startMs": 640880,
    "text": "now possible especially if you're power"
  },
  {
    "startMs": 643120,
    "text": "users to do really cool stuff and use"
  },
  {
    "startMs": 645519,
    "text": "more agents and do more things. But the"
  },
  {
    "startMs": 648720,
    "text": "interesting thing here was, you know, if"
  },
  {
    "startMs": 650560,
    "text": "I looked at the feedback I got, it's not"
  },
  {
    "startMs": 653120,
    "text": "just that power users were able to do"
  },
  {
    "startMs": 655040,
    "text": "more. The cooler thing for me was that"
  },
  {
    "startMs": 657760,
    "text": "people that had even nothing to do with"
  },
  {
    "startMs": 659600,
    "text": "agents or nothing to do with"
  },
  {
    "startMs": 660800,
    "text": "productivity, uh, come and say, uh,"
  },
  {
    "startMs": 663680,
    "text": "okay, my kids really loved it and they"
  },
  {
    "startMs": 666079,
    "text": "use it all the time to to orchestrate"
  },
  {
    "startMs": 668320,
    "text": "agents, which they didn't do until now."
  },
  {
    "startMs": 670880,
    "text": "uh or you know someone that flunked out"
  },
  {
    "startMs": 673440,
    "text": "of college because he played Starcraft"
  },
  {
    "startMs": 675120,
    "text": "and now you can suddenly do really"
  },
  {
    "startMs": 676800,
    "text": "productive stuff with it. Uh and a bunch"
  },
  {
    "startMs": 679200,
    "text": "of other examples of kind of bringing"
  },
  {
    "startMs": 681040,
    "text": "communities that so far were kind of"
  },
  {
    "startMs": 683519,
    "text": "behind into this new world of"
  },
  {
    "startMs": 685680,
    "text": "productivity."
  },
  {
    "startMs": 687519,
    "text": "So we need to raise the ceiling but we"
  },
  {
    "startMs": 690560,
    "text": "also need to uh lower the floor. We need"
  },
  {
    "startMs": 694720,
    "text": "to have some kind of way to take no"
  },
  {
    "startMs": 697440,
    "text": "probably around 90% of the people in the"
  },
  {
    "startMs": 699680,
    "text": "world and bring them into this hygienic"
  },
  {
    "startMs": 701519,
    "text": "future without having them burn out."
  },
  {
    "startMs": 705120,
    "text": "So again, I took it too far. Um, and"
  },
  {
    "startMs": 708800,
    "text": "there's this uh currently named TBD um"
  },
  {
    "startMs": 713279,
    "text": "potentially loopers. Uh the idea here is"
  },
  {
    "startMs": 715920,
    "text": "okay why don't why do we need something"
  },
  {
    "startMs": 717600,
    "text": "like you know Warcraft which is"
  },
  {
    "startMs": 719279,
    "text": "potentially very complicated uh"
  },
  {
    "startMs": 721440,
    "text": "especially or might be even daunting if"
  },
  {
    "startMs": 723279,
    "text": "you're not into the granularity of what"
  },
  {
    "startMs": 725519,
    "text": "files are there are or how uh complex"
  },
  {
    "startMs": 727760,
    "text": "the UI is and kind of try to find a"
  },
  {
    "startMs": 730720,
    "text": "lower denominator of what makes stuff"
  },
  {
    "startMs": 732880,
    "text": "accessible especially now that agents"
  },
  {
    "startMs": 735279,
    "text": "are much more capable so instead of"
  },
  {
    "startMs": 737600,
    "text": "granularity or having like exactly what"
  },
  {
    "startMs": 740160,
    "text": "files they're working on maybe I can"
  },
  {
    "startMs": 742399,
    "text": "have it more of a mobile game level uh"
  },
  {
    "startMs": 745600,
    "text": "have projects that they keep returning"
  },
  {
    "startMs": 747680,
    "text": "to and use loops and other stuff that"
  },
  {
    "startMs": 751200,
    "text": "rely on agents being more autonomous to"
  },
  {
    "startMs": 753839,
    "text": "have like a very basic level of I prompt"
  },
  {
    "startMs": 756560,
    "text": "I get the result I don't really care"
  },
  {
    "startMs": 758720,
    "text": "perhaps about the way I can see it if I"
  },
  {
    "startMs": 760800,
    "text": "want to and I have this really nice"
  },
  {
    "startMs": 762720,
    "text": "interactive and cool experience that"
  },
  {
    "startMs": 764639,
    "text": "makes me want to come back to this and"
  },
  {
    "startMs": 767760,
    "text": "obviously I mean this is one"
  },
  {
    "startMs": 769680,
    "text": "visualization uh it can really resonate"
  },
  {
    "startMs": 773200,
    "text": "with some people but might not might not"
  },
  {
    "startMs": 775200,
    "text": "present to others because we're not all"
  },
  {
    "startMs": 777519,
    "text": "the same and what may appear like"
  },
  {
    "startMs": 780079,
    "text": "amazing and easy to one person can"
  },
  {
    "startMs": 781680,
    "text": "appear very difficult to another. Uh but"
  },
  {
    "startMs": 785040,
    "text": "here uh I'm trying to look at a way to"
  },
  {
    "startMs": 788480,
    "text": "make this more customizable. Try and"
  },
  {
    "startMs": 790720,
    "text": "understand what it is that you as a"
  },
  {
    "startMs": 792800,
    "text": "person need in order to understand and"
  },
  {
    "startMs": 795600,
    "text": "want to use these tools. So this is a"
  },
  {
    "startMs": 799440,
    "text": "very very early draft. Um but if you"
  },
  {
    "startMs": 802320,
    "text": "want to use it, please let me know. So"
  },
  {
    "startMs": 804320,
    "text": "we're the bottleneck. I think we've"
  },
  {
    "startMs": 806320,
    "text": "established that uh pretty well until"
  },
  {
    "startMs": 808240,
    "text": "now. But the skills that we need to stop"
  },
  {
    "startMs": 810720,
    "text": "being the bottleneck and enable this new"
  },
  {
    "startMs": 812639,
    "text": "future are already with us. So we are"
  },
  {
    "startMs": 815920,
    "text": "the bottleneck, but we don't have to be."
  },
  {
    "startMs": 819120,
    "text": "And I hope that you all can take what's"
  },
  {
    "startMs": 822000,
    "text": "relevant to you and your life and apply"
  },
  {
    "startMs": 824160,
    "text": "it forward."
  },
  {
    "startMs": 826079,
    "text": "So I would ask you for two things. One,"
  },
  {
    "startMs": 829040,
    "text": "agent is already out there. Like you can"
  },
  {
    "startMs": 830800,
    "text": "just npx install agent as a website uh"
  },
  {
    "startMs": 834320,
    "text": "and do your thing. Uh this new thing"
  },
  {
    "startMs": 836959,
    "text": "that I just showed you uh potentially"
  },
  {
    "startMs": 839440,
    "text": "loopers uh is still experimental. I'm"
  },
  {
    "startMs": 842800,
    "text": "still trying to understand the interest"
  },
  {
    "startMs": 845120,
    "text": "and what people are actually looking for"
  },
  {
    "startMs": 847519,
    "text": "to uh get the floor that they want or"
  },
  {
    "startMs": 849920,
    "text": "the ceiling that they want. So, please"
  },
  {
    "startMs": 852240,
    "text": "uh go here and express your interest and"
  },
  {
    "startMs": 854560,
    "text": "tell me what you're looking for so I can"
  },
  {
    "startMs": 856320,
    "text": "know what to do with this. And thank"
  },
  {
    "startMs": 859279,
    "text": "you."
  },
  {
    "startMs": 873040,
    "text": "I got it."
  }
]