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Kimi K2.7: New Chinese AI Super Agent is INSANE!

AI News Today | Julian Goldie Podcast · 2026-06-14 · 11 min
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Kimi K2.7: China’s Long-Horizon Coding Agent That Builds Games, Web OS, and AI Videos The script showcases China’s newly released Kimi K2.7 (Moonshot) as a long-horizon agentic coding model used to build multiple playable games, visual demos, a web-based “Kimi OS” with fully generated apps, and a fully edited AI-avatar video produced by a team of AI agents. The speaker explains that results require iteration but highlights Kimi’s ability to judge its own work and improve, plus strong token limits on the coding plan as a cheaper alternative to ChatGPT/Claude. They demonstrate integrating Kimi K2.7 via API into Hermes with separate agent profiles, switching models, and using Kimi Code via terminal or within an Agent OS. They also describe multi-agent workflows with a judge agent for autonomous video creation and other content tasks, and promote the AI Profit Boardroom community for tutorials, resources, and coaching.
✨ Episode Outline — click any point to jump to it in the episode
Problem solved
Developers want a cheaper, high-token alternative to Claude for long-horizon agentic coding.
Benefits
  • Long-horizon agentic model codes for hours
  • Cheaper alternative to Claude with more tokens
  • Plugs into Hermes as a separate agent profile
  • Judges its own work and keeps improving
  • Can drive free Claude Code with your coding plan API
Use cases
  • Used only 2% and 0% of weekly usage on the coding plan
  • Built a full Skyrim-style Dragon Realm virtual world game
  • Built Kimi OS operating system with fully created apps
  • Edited an AI avatar video with HeyGen CLI and AI music team
  • Built an AI Profit Boardroom page from a keyword via agent team
KPIs / results
  • Used 2% and 0% of weekly usage
  • Replies in seven seconds
  • Kimi processed via coding plan token limit
Tools / build
0:00 / 0:00
📑 Chapters — tap a time to jump there
00:00
Kimi 2.7 First Look
00:26
Games Built With Kimi
  • Full working games built with Kimi K2.7
00:51
AI Video And Kimi OS
01:38
Pricing Plans And Tokens
  • Pricing plans; used only 2% of weekly tokens
02:44
Dragon Realm Demo
  • Dragon Realm Skyrim-style virtual world demo
03:43
Using Kimi In Hermes
04:48
Agent OS And Image API
  • Agent OS plus ChatGPT Image 2.0 API for images
05:41
Kimi Platform Features
  • Kimi platform: KimiClaw cloud, deep research, slides
06:43
Connecting API To Hermes
  • Create API in console, plug into Hermes model
07:35
Claude Code Integration
08:16
Long Horizon CLI Workflow
  • Claude as brain delegating Kimi on long-horizon tasks
09:03
Autonomous Agent Teams
  • Autonomous agent teams with judge on Kanban board
10:51
Join The Community
  • Join the AI Profit Boardroom community
So, China just released Kimi K2.7 from Kimi Moonshot and it's pretty impressive so far. So, this is an example of a game I actually created using Kimi K2.7 and the new release here and it's available on the coding plan if you haven't got access to it already. It's pretty powerful so far from what I've used. Now, one of the things I will say is like this was not just like a, you know, one shot and then we're ready to go sort of set up, but it works pretty nicely. We've created full games with it as you can see right here actually works. And the other thing as well is a long horizon agentic model which means like you can code and build stuff out like you see right here for hours and this and my other stuff will be built out with this as well. Some of it I like some of it I don't like so for example if we open this up, like, what is this, you know, like it looks cool. But, and I love the colors and everything like that, but is it actually useful? I wouldn't say so. Something else that we actually did as well is we created this fully edited video with my AI avatar and it was built with Kimi K2.7. So, what I actually did is a team of AI agents is like edited it, created it, you see HeyGen CLIs you can see right here to build this out. So, here's another example where actually built out an operating system. So, if we open this up right, what we've got here is an operating system where we've got Kimi OS and then it built out the whole operating system if that makes sense. So, for example, all these apps inside the system are fully created with Kimi. And the other interesting thing about all of this is it actually judged its own work and then kept improving from there which is pretty wild as well. So, if you don't have a Kimi K2.7, maybe you're looking for a cheaper alternative to, for example, like the Chat Cheap with Tee subscription. So far we've been using it a lot and not run out of tokens. I'll show you what model I'm on. So, there's several models for Kimi K2.7. You know, there's several different plans. Let me show you what the plans are in terms of the pricing. So, if you go to Kimi K2.7 code here, as you can see, you can use it on the API. I just use it on the coding plan. Let me find that for you. And we are on this plan right here. So, you can see we only use like 2% and 0% of actual weekly usage. Now, I was on the plan that's lower than that. So, I started off on this one. And then, you know, after iterating all that stuff that I just built a second ago, we then needed to switch to this plan. But as you can see right here, the token limit is pretty good. And you can build some amazing stuff with it as you've seen today. So, Kimi K2.7 is a really cool model. A lot of fun to build with. A lot of fun to create cool stuff. You see some other stuff that we built right here. Very visual stuff as well, which is pretty cool. We actually tried creating like a Skyrim style game. You see, we call it the Dragon Realm. Now, if we open this up, like you can see, we can go through this virtual world. Now, I think if you actually gave it like a skill on how to create games, it could create something better. But this was just kind of like straight out of the box. And it created a whole sort of virtual world where we can go through it. And then we can play games and we can build that out. You know, we can make it as complex or as interesting as we want. So, pretty amazing stuff. Especially, you know, with the news of Mythos and Fable going down, right? This might be something that you're like, okay, well, if I'm going to switch coding plans or if I need something that's pretty powerful, then you can go with Kimi K2.7. So, you can see some other cool stuff here. Like this was like a Dragon Racer game, synthwave style Kimi K2.7, banner, galaxy that it built out here and some cool orbiting stuff as well. Now, you can also plug this into Hermes. So, for example, here you can use this as the model. So, what that means essentially is like if you're on the coding plan with Hermes, and I'll do a separate sort of tutorial on this. But if you're on the coding plan with Kimi K2.7, you can change the model or have separate profiles for Kimi K2.7 as the API model plugged in. So, for example, if we go over here and we take a look inside here, we've got Kimi K2.7 as a separate agent profile, which is pretty cool. Because then I can chat with different models using Hermes across different profiles. So, for example, here we've got N2, which is another model from China that just dropped. It's a free API. And then we've got Kimi K2.7. And we can see the conversation history for each. Super easy to chat and switch between them. And then that just makes everything easier. So, if we go to Kimi K2.7 here and we just say, okay, are you here? And I want to see how fast this is actually to reply as well. So, let's see how quick it is to reply. Maybe it's not that fast. It replies in seven seconds. So, it's not instant. It's not like super fast. But it's pretty good. Pretty good stuff. And then what we've actually done is you can get Kimi K2.7 code again on that CLI coding plan. And we've plugged that into the agent OS here as you can see. You could use this separately as well. And then everything that we create with it, we've got it plugged in here. You may say as well, you might be looking at these and going, okay, well, does that mean Kimi can actually create images? So, what we actually did here is we used chat GPT image 2.0 as an API. Gave that to Kimi K2.7 code. And then it could just go off and build stuff out as you can see. And then, you know, it can create your usual sort of fun games and that sort of thing as you can see here as well. Some of it else. Yeah. So, the web OS was pretty impressive. This was kind of like a drum studio that was a lot of fun to build. But, yes, it's pretty nice. And, again, like if you want an alternative to Claude, this is a decent option. Like there's nothing wrong with using it at all, I think, honestly. And then something else that you can do. Actually, I'll come on to that in a second. So, if you go straight to Kimi.com and you're on the coding plan, then you can switch to KimiClaw and you can actually have like a version of OpenClaw but in the cloud that's cloud hosted and kind of siloed away. So, that's quite good because, you know, if you're not technical, you don't want to set up OpenClaw yourself or you can use it over here as well, which is pretty cool. And then you've got Kimi code directly. So, you can run it inside your terminal. I prefer to use it inside an agent operating system because it just looks a lot nicer and it's easier to use. But you can run it inside your terminal using this system as you can see here. And then we've got, you know, the agent swarm feature. This was all stuff that was already there inside Kimi before. You've got the deep research docs, the websites that you can build, the slides. So, if you go directly to the platform and you're on the plan, it's very useful. You can see your chat history as well. And there's an app. There's a desktop app kind of like Claude Desktop but for Kimi as well. Again, what do I prefer? Personally, I prefer to just have it inside one system because then I can even have like a group chat. With Kimi inside there, I can have my Hermes agents walking over here, et cetera, you know. And again, you might say, well, can you use the subscription with Kimi on Hermes or your AI agents? Yes, you can. Yes, you can. So, you just plug it in as a model. And what you would do is you would create an API inside your coding console. And then from there, you can use it. So, that's what we did. We created an account inside the Kimi coding plan. Then we got an API inside the console. Then we plug that into Hermes. You might be saying as well, how do you connect it? How do you get the model and connect it to Hermes agent? So, you can add new models inside your dashboard here, which you can see. The other option that you have, so you can change the model as you can see it, right? The other option that you have is you can just go straight to Terminal Axel, type in Hermes model. Then you would scroll down to Kimi. And then you can switch between these. And again, we're on coding plans. That's what we plugged in as the setup. Pretty cool. Yeah. And the other interesting thing is like you can actually plug it into Claude Code. So, you could use free Clawed Code. Plug in your coding plan into this as well. And then you could use free Clawed Code with the coding plan as well. So, what that would mean essentially is you have the harness, the agent harness of Clawed. But you've plugged in your own API into it, which is pretty interesting and pretty amazing when you think about it. So, those are multiple different ways that you can use this stuff and how you can use it together, as you can see. And yeah, it builds amazing stuff. Did it all build it in one go? No. But is, for example, Clawed going to build this sort of game in one single prompt? Probably not, right? You have to go back and forth with it a lot. The other thing you can do is you can actually get the Clawed and you can get Clawed to speak to the Clawed and build cool stuff as well. So, that way, like it's operating the Clawed Code for you in the background on long horizon tasks. So, if you're wondering what that looks like, well, let me show you how we built this into the agent operating system. So, essentially, what you can do is you can have a conversation just for Kimi K217. You give it access with the API key to your coding plan and the CLI, and then it can actually operate Kimi K2.7 in the background as well, right? And test out for you and give you screenshots of what's working as well. And I think that's quite a good way because then you've got Clawed as a brain and it's delegating and testing stuff inside Kimi K217 so that you don't have to do all the testing and the prompting yourself. That saves a lot of time as well. Now, an interesting question that I get all the time is like, you know, have you got multi-agent orchestrations running autonomously or are you manually orchestrating this stuff? I'll show you an example of how it can work autonomously as a team of agents, right? So, we've got this Kanban board and we have this video editing team of AI agents, as you can see over here. So, we're using Kimi K217 as the model to orchestrate agents and then build stuff. So, for example, if we plug in a prompt to generate a video here, we can have a whole team of AI agents that edit and create an avatar video and iterate until it's done. Now, what you actually see is that we have this judge and this is really important to the whole system. You have a judge, AI agent, that looks at the whole quality of the output and then tells you if it's good or not and whether it passes. And if it doesn't pass, then it will keep iterating and improving it. So, this is actually something I saw on a recent Nate Herc video. So, I was like, let's test out the same thing inside Kimi K217. So, credit him to him. Like, he's absolutely awesome at creating videos. But if you have a look over here, for example, this video that we created, you know, that's fully animated, fully set up, edited with Kimi. It's got audio. It's got even created AI music in the background. This whole thing was fully edited with a team of AI agents. And literally, all you have to do is give it a prompt. And then from there, your AI agents will handle the rest, which is pretty amazing. We did another example here where we had a team of agents, of Hermes agents working together. And you can do this with Kimi K217. So, we created a page on the AI Profit Boardroom, gave it a keyword, and then it had a team of agents work together and autonomously create this stuff as well. So, that's basically how you can have your AI agents working with Kimi K217. So, pretty amazing stuff. Definitely recommend checking out. If you want, like, a cheaper alternative for more tokens to Claude, then it's a good option. If you want to get my full system for the agent operating system, you can get that inside the AI Profit Boardroom. Link in the comments and description or go to the AI Profit Boardroom.com. This is my AI automation community for helping you save time and grow and learn with AI automation. Now, if you go to the classroom here and then you check out the Agent OS System tutorial, we've got the video tutorial on how to set up when it was last updated and also the resources so you can download the zip file from us as well. And then we have new daily tutorials like you can see on all the cool stuff that comes out. Also, inside the community, you can ask questions, get help, get support in real time. Inside the calendar, you can jump up with the coaching calls. We have four-weekly coaching calls where you can ask questions, share your screen, et cetera. Inside the map, you can actually meet people in your local area who are building with Kimmy K217 and other AI agents like Hermes. And this is all inside the AI Profit Boardroom. So to see you inside there, link in the comments and description.