I tested Grok Bot, Grok 4.6, and Cursor Origin - here’s my honest take

18 Aug 2026 · 27 min · 10 chapters

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In short

The host tests and gives an “honest take” on XAI/Cursor-related releases: GrokBot (multi-agent chat/work agent), Cursor Origin (a GitHub replacement in early access), and the Grok 4.6 model (benchmarked via the host’s “How I AI Vibe Review”).

Guests

No named guests. The episode is presented as a solo review by the host of “How I AI.”

Key claims

  • GrokBot’s biggest value is plugins plus connecting multiple accounts per connector (e.g., multiple Gmail/Slack accounts).
  • GrokBot is simple and works out of the box, but is less hackable and doesn’t let the user choose the model; the “vibes”/personality feel off.
  • Origin is promising but currently feels like a GitHub API wrapper with limited “wow” for users not ready to leave GitHub.
  • Grok 4.6 is a strong design competitor; not terrible overall.

Notable examples

  • GrokBot bots: “ProddyMcProd” (ChatPRD), commitment tracker, “moneymaker” invoice chaser, “case study buddy,” and data/trend monitor.
  • Origin: imports GitHub repos, shows code + PRs, supports agent PR commenting/review assignment; the host hit issues during GitHub sync.
  • Grok 4.6 benchmark: liked for broad design decisions (e.g., coffee shop ordering UI) and complex UI/IA; top overall tied with GPT 5.6 “soul” on the host’s index.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

Exploring GrokBot Features

1:02 to 3:38

Discussion on GrokBot's design, features, and user experience.

“Or they lock you into their own platform with no real way out.”

Evaluating GrokBot: Pros and Cons

3:38 to 7:58

Analysis of the advantages and disadvantages of using GrokBot.

“I have a moneymaker bot that chases invoices and payments and sales deals.”

GrokBot Use Cases and Workflows

7:58 to 11:16

Exploration of potential use cases for GrokBot and its workflow capabilities.

“GrokBot, I have a little bit less control over.”

GrokBot Use Cases and Workflows

11:32 to 12:21

Exploration of potential use cases for GrokBot and its workflow capabilities.

“That's a huge difference when working with AI coding agents like Claude, Cursor, Codex, or Copilot.”

Introduction to Origin: A GitHub Replacement

12:21 to 14:01

Overview of Origin, Cursor's GitHub replacement, and its features.

“the GitHub replacement announced at Cursor's conference this year and finally released in early access today, which will be a couple days ago when we get this episode live.”

Exploring Cursor Integration with GitHub

14:01 to 17:46

A detailed exploration of how Cursor integrates with GitHub, including its features and limitations.

“They can be assigned as reviewers, all those sorts of things.”

Initial Impressions of Cursor Origin

17:47 to 18:56

Discussing the early impressions of Cursor Origin and its potential for future development.

“So it kind of feels like I'm being slow migrated over to cursor and that they just want me to get like that they just want to get their claws in me and then really wow me with this experience.”

Introducing Grok 4.6: Expectations and Tests

18:57 to 22:51

An introduction to Grok 4.6, discussing benchmarks and personal testing experiences.

“The last thing we're going to talk about is Grok 4.6.”

Performance Comparison of AI Models

22:52 to 26:09

Comparing Grok 4.6's performance against other AI models and discussing the judging criteria.

“But in terms of executing complex UIs, I still really like 5.6 Sol.”

Conclusion: Embracing New AI Technologies

26:10 to 26:31

Wrapping up thoughts on Grok and Cursor, encouraging experimentation with new AI tools.

“I am so excited about all this new stuff.”
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Transcript

Automatic transcript. May contain errors.

0:00I don't know if you know this, but the whole OpenAI versus Anthropic thing is old news. Everybody I know is secretly becoming a Grok boy. Yep, ever since Cursor was acquired by SpaceX for, I believe it was$60 billion American dollars, everybody's been really excited about the new products released from the Cursor team, and in fact, I'm hearing more and more positive things about the Grok models for coding and the Grok models in general. In today's episode of How I AI, we're going to go through all the releases from the Cursor, XAI, SpaceX, whatever, the Elon Cinematic Universe of code builders and model builders.

0:42We're going to go through all their products, and I'm going to tell you what I think of GrokBot, Origin, the new GitHub competitor from Cursor, as well as the Grok model. Let's get to it. This episode is brought to you by Bolt.new, the AI app builder for people who have ideas and want to ship them. Most AI tools spit out code that looks great in a demo and falls apart the second you try to do anything real with it. Or they lock you into their own platform with no real way out. Bolt is different. You describe what you want to build. A startup MVP, a landing page, an internal tool, a side project.

1:19And Bolt generates production-ready code in minutes. Connect Stripe or any other MCP, hook up your domain and deploy it live. Founders are using Bolt to build businesses doing real revenue. Product managers are shipping prototypes their teams actually use. Designers and marketers are launching campaigns without waiting in line. Anyone can build. Engineering can ship. Everyone wins. You just need an idea and a weekend. Check it out at bolt.new.com I'm going to start with the most accessible product on our list today, GrokBot. In case you missed it, the Cursor slash XAI team released GrokBot, which is a chat style agent in a desktop and mobile app that you can use to do knowledge work for you.

2:09It's very similar to an open club, but it's simpler, hosted, and easier to use. If you look at GrokBot just from a UI perspective, and I'm just pulling up the marketing site right now, we'll look at my GrokBot in a minute. It is definitely pulling from that iMessage terminal streamlined chat experience. And it's doing something I really love. Not everybody loves this, but I love a multi-agent experience. I want each of my agents to have a job. I want them to have a name. I don't want one agent to rule them all. And the team has really leaned into this ethos with GrokBot. Now, I've been testing GrokBot.

2:48I had a couple days early access, and then I've been testing it earnest over about the past week. And I think there are some pros to GrokBot, and I think there's some cons to GrokBot, but I do suspect that GrokBot is going to catch the attention of cursor customers who want an all-purpose agent for their employees. So let's go into my GrokBot and show you a little bit about how it works. Now, as I said, this has this very like iMessage style experience. It's a left bubble and right bubble and you just chitty chat with your GrokBots. I have set up a couple of GrokBots in my own account. There is ProddyMcProd, my product manager GrokBot that's hooked up to ChatPRD.

3:31I have one of the out-of-the-box GrokBots commitment tracker that just keeps me honest with things I've told people that I will do for them. Basically emails I need to reply to. I have a moneymaker bot that chases invoices and payments and sales deals. I have a case study buddy because I'm doing a bunch of case studies. And I have a GrokBot that monitors all my data for chat parity and tells me trends that I should pay attention to. So I think the magic of GrokBot, if I had to tell you one thing that is the magic of GrokBot, it is plugins. So I've always thought that Cursor was the best MCP client.

4:09I still to this day, when I want to connect to different MCPs in my stack, would still default generally to Cursor. I thought the connector experience was really nice. And I thought the harness did a really nice job of talking to all these systems. They have brought that great plugin MCP experience into GrokBot. But there's one killer feature, which is for any one of these connectors, whether it's Gmail or Slack or an MCP, you can connect multiple accounts to GrokBot. So if you have two Gmails, you can connect two Gmails. If you're in seven different Slacks, you can connect the different Slacks.

4:48This is something that Codex has not figured out. Claude has not figured out. No one seems to figure out that I have approximately a dozen email address and Slack accounts and different things that I need to log in, even if it's the same service. this experience of setting up multiple accounts per connector huge huge huge benefit you could like package it up and send it off it would have product market fit with me as you can see here I have already four email addresses connected to gmail I have my chat purity one and a couple other business ones that I'm working on having all four of these connected and being able to traverse all those accounts in GrokBot is a killer feature.

5:33Just thank you to the Cursor slash XAI team for doing this. If you did this and this alone, I would be very happy. But they did not do that and that alone. GrokBot ships with tons and tons of out of the box plugins. These are generally the ones that were available in Cursor as well. And so I've installed your basic productivity ones. I've installed GitHub and I've installed the chat PRD plugin. And really, I've been using GrokBot as a way to just traverse and use my data. So again, it's like a little bit of a fancy MCP client, but it does come with something special, which is every GrokBot comes with a computer.

6:13And so you can actually go into this virtual machine and this is Proddy McProd's computer. It's not very exciting, but it can use Chrome, it can use Terminal, and it has some files. And so again, this is like a little bit of a open claw light where it has a virtual machine, that virtual machine can use the web, and it has connectors and MCPs. Now, what do I think of the experience using GrokBot? Well, I will say setting up a GrokBot is super simple. You can simply create a bot. It will start up that machine. It will start up a bot, and then you can just tell it what to do. So this one just got stood up.

6:59What's the first thing I want you on? And I say, I want you to be a family manager bot that keeps track of my personal email and personal calendar. Can't spell calendar. and again it's going to go ahead and say great I'm going to find all your connectors I'm going to set it up and I'm going to learn myself really really simple streamlined onboarding experience and it's going to go ahead and give me pretty good responses back and do work on my behalf it's pretty chat-based nothing fancy but it's it's genius is in its simplicity now what I don't like about GrokBot? Well, I don't like that it's so simple.

7:43And I don't like that I can't hack it. If you look at my open claws, they are chaotic and technical and impossible to use and high maintenance. And I love them. I love them. GrokBot, I have a little bit less control over. However, I manage them a little bit less tightly. And so I love them less, you know, like my children. The joy is in the challenge. And I will tell you, GrokBot has not challenged me because it works simply and it works out of the box. The other thing I don't like about GrokBot is you don't get to pick what model you're working with. You really actually don't get to have that sort of like soul.md control over what GrokBot does, how it's configured, etc.

8:36And you know me, I just like to craft as if out of clay my agents. So I like that experience. I don't think everybody else does. so if you're looking for that like highly tunable highly hackable highly transparent setup for your agent grokbot is not that um open claw or hermes or any of those is a little bit more like that and then of course it doesn't run on my machine i don't have control over it it's a third party system some good some bad that being said it works and the connector and kind of like UX affordances are quite nice. I would say just related to that, the last thing that I don't love about GrokBot is whatever model it's using, and maybe it's Grok, maybe it sounds a lot like Claude Slop, is I just know vibes.

9:30Just know vibes. The vibes are bad. It's like I don't want to hang out with this person. Doesn't really make me cheerful. I have tuned my open claws to be exactly who I want to talk to, what I want to talk to them. This, I'm getting like too much of that, like classic slop, not this, not that slop, terrible names for products like a scope knife, just stuff that I would never say. And so I think the personality tuning and the voice tuning across all these harnesses are really important, but they're even more important if you are going to do this multi-agent strategy where you're going to have people name their agents and have them do work for you.

10:07A couple of use cases that I think you could use Grapbot for. Again, I like to make my agents have roles. So I've made a PM one. I made a data analyst one. I made a deal desk one. I made a finance one. I'm making a family one. I think just thinking that way, what kind of teammate do I want? And then giving that teammate the tools it needs and giving it the instructions it needs is a great way to design your agents. Now, I would demo more, but I actually think this is all about workflow. So the product itself is super simple. I think the use cases are what make it interesting. And then the connector experience being top tier, I think is going to help the Cursor XAI SpaceX team get their claws in the enterprise use case.

10:50So I'm really curious, drop in the comments, tell me what your use cases are. I will continue to share ones and I will let you know if I decide I'm going to migrate any of my open claws over to GrockBot. If you want me to move over spacex team just make grokbot way harder to manage and then apparently i will fall in love with it and never use anything else i'm gonna keep eye on this but tldr super simple great connectors use your agents as employees and if you like a bad time stay with stay with open claw this episode is brought to you by jira by atlassian the teamwork graph in jira delivers 44 more accurate agent results with 48 % less token usage.

11:34That's a huge difference when working with AI coding agents like Claude, Cursor, Codex, or Copilot. The hardest part of shipping with AI isn't the code, it's the context. What's the right ticket? What did the spec say? What got decided in Slack? The teamwork graph pulls all of that from across your entire stack, from Jira and Confluence to GitHub, and feeds it directly to your agents before they write a single line. You assign the work, The agent gets everything it needs and a PR surfaces when it's ready. No digging, no context switching, no broken flow. Same team, smarter agents. Try it free at Jira.dev.

12:15That's J-I-R-A dot D-E-V. Okay, the next release from the Cursor team is Origin, the GitHub replacement announced at Cursor's conference this year and finally released in early access today, which will be a couple days ago when we get this episode live. So Origin is in early access beta, and they've called it kind of code base inside the app. So if you're in the Cursor web app or you're in the desktop app, you're really talking about code base, which is, of course, the right primitive for something that is code hosting. Now, the whole value proposition that Cursor has put in front of us in terms of why they should build a GitHub replacement is they are basically building a agent native GitHub replacement, which means that it's got all the Git primitives.

13:09It's got code. It's got diffs. It's got pull requests. It's got all that same Git primitive stuff, but it's built in a UI way. It's built in a UX way for agents to collaborate with. And in particular, of course, the Cursor Cloud agents and the Cursor desktop app. and the cursor CLI. So it's Git. We're all stuck with Git. We've agreed on Git. Now have we agreed on GitHub? And it seems like the tides are turning. But cursor's bet is that we are going to want a agent native GitHub and that GitHub is not going to get there fast enough. So what does that look like tactically? Well, Origin has repos.

13:53You can, of course, import GitHub repos. I'll tell you a little bit about my experience there. It has pull requests, which you can see. Agents can reply to comments. They can be assigned as reviewers, all those sorts of things. And there's a small set of extensions, CICD extensions, for example, like build preview branches in Vercel for those who want it. Okay, so what does that actually look like? Well, you go into the Cursor web app and you click code base and then you basically import your GitHub repos. Very smart. Now, was not smart to release this the day that GitHub had a major outage, or maybe it was genius to release this the day that GitHub had a major outage.

14:36So I had some trouble with this GitHub import, but all you do is click sync from GitHub. You authorize your GitHub account, pick which repositories you want to sync in, and then they are here. As you can see, you have kind of the same primitives. You have code. So this is your code view. You have pull requests. So you have pull requests and then you have some settings. What I would say is with the GitHub integration, it's really, it seems like it's just a wrapper on the GitHub API. So yes, in theory, this has been kind of redesigned. You can see here, like there's some nice things about how bug bot feedback has been shown or how cursor feedback has been shown.

15:20It has some like smart little suggestions at the top that are are nice. But at the end of the day, this is this is just like GitHub with maybe less features, maybe less integrated, much more integrated with cursor. So I appreciate that. And I can see the vision. I can see the vision I promise but right now if I'm using a github hosted repo and I'm not ready to go like all in on the cursor ecosystem there's just not enough here in this early launch to get me to pull over and so yes I can like add cursor here and ask it to fix the versell preview branch issue please why is it failing because this is failing I can do that nope we got an error so maybe I can't do that um github's having an outage right now so maybe this is a github issue maybe this cursor issue but again like today's today origin I'm seeing that they're setting the groundwork for getting you to get your repos and a cursor.

16:35They're setting the groundwork for BugBot and Cursor to be first class citizens in your repo. I'm sure there are some affordances on like the CLI side that make it easier for cloud agents to open PRs. And it's just going to be just like a nice buttoned up experience. But again, if you have invested deeply in GitHub, which everybody has, and you have your automations and you have your actions and you have your code owners and you have all this stuff, we're going to have to see more from this experience, more from why AI native, why agent native matters for us all to move over to this new product.

17:16Now, literally came out today, they're not even calling it beta. They're calling it early beta. So I have faith. I'm excited to see what this looks like. But again, just the current GitHub integrated sync, it's like a little slower. I get the redesign, but it's not giving me life. And I'm just too embedded in the GitHub ecosystem. I need to see something wow from this in order for me to click unlock, you know, and I've spent an hour with it, two hours with it, not that much. I've messed around with opening PRs inside cursor. Again, like it's redesigned. It's synced to GitHub though. So it kind of feels like I'm being slow migrated over to cursor and that they just want me to get like that they just want to get their claws in me and then really wow me with this experience.

18:05But out of the box, I'm not yet feeling the vision, although I'm excited to see how this plays out. It's worth experimenting with. I think it's worth keeping your eye on. It's interesting. No one is happy with GitHub right now. Both stability is like terrible and they really haven't yet given us that like AI native completely reimagined Git experience that we're hoping for. That being said, it is super early on Cursor origin. I think we are mostly in the very, very, very early stages of a very, very, very long migration. And it will be interesting to see if Cursor becomes the new centralized source of truth for code or if it continues to just operate in the writing code agents space.

18:52All right, so those are our two products. I would say I like GrokBot. I have not yet seen the light on Origin. The last thing we're going to talk about is Grok 4.6. This is the model that has everybody I know texting me saying, I think I kind of like the Grok models. Now, I think we're all trying this because Cursor has defaulted, I've noticed, some of their models to Grok. I'm not sure if I'd love it, but that means we give it a try. And, you know, we're going to put benchmarks aside. Everybody picks the benchmarks that they like. I want to talk about the How I AI Vibe Review for anybody who is new.

19:32Whenever a new model comes out, I do a couple things. I test PRDs. I test prototypes. I test design, wireframes, technical changes, and if I like talking to the model. I run all these evals blind. So I run them against models. And then I actually go through and grade all of these designs live myself. I've made some changes to the How I AI bench in particular, this design one where I let the model decide how it wants to redesign the page. And I've made a eval for a very complicated claims adjudication wireframe that has a lot of complex interaction. So those are two new things that we added to the How I AI Vibe bench.

20:18And then we ran Grok 4.6 through these models. I graded them. AI judges them. I judge them. And then we put them together in a presentation that I show with you before I even know what the scores are. So let's get to the How I AI clairweighted index of Grok 4.6 compared to other models. All right, so here are the results. Now remember, this is my benchmark, so I get to decide how we grade things. And so it is 70 % my taste, 30 % our LLM as a judge taste. And interestingly enough, Grok 4.6 is right up there with my favorite 5.6 soul beating out both Sonnet 5 and Opus 5 on the Claire index. I am not surprised by this.

21:10I do love GPT 5.6 soul. It's my default, but I am surprised to see 4.6 up here. I didn't hate it. Now, if you look at the overall recommendation by task, you'll see that 5.6 is my favorite direct writer on PRDs. I just like the clean way of writing. It's very matter-of-the-fact. It's very comprehensive, a little bit technical, but not overly complex. I also like a GPT 5.6 prototype, and so I rated those quite highly. Opus 5 got graded by the LLM as a judge as the best implementer for a technical, like, bug triage problem. And then absolutely zero surprise, I continue to like Sonnet 5 for an open claw agent chit chat experience.

22:02This always wins. I know Sonnet 5 and 4. Very pithy AI back and forth, open claw model. I just have not found anything better. Now, if we look at my opinions about prototypes, it's really interesting to see that when following art direction, I like 5.6. But when given broad decisions to make its own design decisions, I like Grok 4.6. Now, I suspect that this is because I can just spot GPT and Claude Slop a mile away. A mile away. GPT 5.6 loves forest green. Claude loves a brown, tan, orange combo. So I think I was just enjoying this breath of fresh air that was Grof 4.6. That was not those two things.

22:54But in terms of executing complex UIs, I still really like 5.6 Sol. And when following art direction, I still like 5.6 Sol. Okay, so let's see what it actually shipped. So first question I was trying to answer in this benchmark is, can it follow explicit design instruction. And GPT-56 Sol and Grok both followed my instructions well and did a relatively good non-slop job of following instructions. GPT-56 just continues to crush at this dock routing app that I have it make, where it has to give a very complex but easy to parse at a glance UI for managing, I guess, like container ships. Crushes, it always does better than the competition.

23:42But I think that Grok did a nice job with my technical incident triage app, as well as this editorial page. Now, when it's not given any design, we saw that every model did pretty good. We saw a couple good designs out of 5.6. We saw some clean designs out of Claude Sonnet 5. And my favorite one was actually this design from 4-6 which is clodsop adjacent we see an orange we see a brown but was actually quite cute and a good interactive kind of ordering system for a coffee shop so I was really pleased with that one dense information architecture I of course loved 5-6 I think it's the best at complex UI and designing things that are not overwhelming but are technically complete.

24:38And then in terms of just like taking a generic design and making it a little better, I saw some good results from Opus and Sonnet. But when you aggregated all this up, all the ones I scored, good and bad, the two that bubbled up to the top were again 5-6 Soul as well as 4.6. Now what's really funny about this again this is 70 % my taste 30 % the LLM as a judge if you take my taste out of it the LLM hates grok and it loves Claude Opus it loves Sonnet and it does not like GPT-56 soul again this is not weighted by an anthropic model I actually use GPT-5.5 to grade all these things because it's actually the harshest judge Um, so while the models still like Claude, I, Claire, like GPT-56 and I like Grock 4-6 for design.

25:37Now, this isn't my experience talking to the model, although you all know I love to do that. This is pure outputs. So all I will say is my conclusion here is the Grock model is a competitor. None of it was terrible. I liked a lot of it compared to the models that you would use out of the box and combined with Cursor's harness, its investment in new ways of thinking about things like Git and fun products like GrokBot, I would say it's time for all of us to maybe become some level of a GrokBoy. I am so excited about all this new stuff. It's really fun to look at. Again, true transparency. I'm still spending a lot of my time in Codex.

26:19I'm spending a lot of time with the 5.6 models. But given this experience, I think about spinning up cursor a little bit more for coding and see if I can continue to like and get value out of Grok, Grok, Grok. Thanks for joining this mini episode of How I AI. I want to hear from you, whether you love GrokBot, if you think cursor is going to replace GitHub and whether or not you've switched to Grok for any of your coding tasks. See you soon. Thanks so much for watching. If you enjoyed the show, please like and subscribe here on YouTube, or even better, leave us a comment with your thoughts. You can also find this podcast on Apple Podcasts, Spotify, or your favorite podcast app.

27:00Please consider leaving us a rating and review, which will help others find the show. You can see all our episodes and learn more about the show at howiaipod.com. See you next time.

From the publisher

This week I’m doing a solo breakdown of everything xAI and Cursor have shipped recently, including Grok Bot, Cursor Origin, and the Grok 4.6 model. I set up five Grok Bots, ran Grok 4.6 through my Claire Weighted Index against GPT-5.6 Sol, Claude Sonnet 5, and Opus 5, and spent time actually using Origin as a GitHub replacement. Here’s what’s worth your attention, what’s overhyped, and where I’m personally putting my time.


What you’ll learn:

  1. The one Grok Bot feature no other agent platform has shipped yet, and why it made me actually use the product
  2. What a week of real Grok Bot use revealed, and why I still reach for my OpenClaws
  3. Whether Cursor Origin is a GitHub replacement or just a pretty redesign
  4. Where Grok 4.6 landed on the Claire Index, and the one category where it genuinely surprised me

—

Brought to you by:

Bolt.new—Turn your idea into a real product

Jira AI SDLC—Get your tokens’ worth with Jira

—

In this episode, we cover:

(00:00) Why everyone’s quietly switching to Grok

(01:52) Grok Bot overview and setup

(03:22) My 5 Grok Bots

(04:30) The killer feature: multi-account connectors

(06:07) Grok Bot’s virtual machine and how it actually works

(06:41) Experience overview

(07:35) What I don’t love about Grok Bot

(10:08) Grok Bot use cases and my honest verdict

(12:20) Cursor Origin: the agent-native GitHub replacement

(13:47) What Origin actually looks like in practice

(14:59) Why I’m not switching from GitHub yet

(17:42) What would get me to move over

(18:52) Grok 4.6 and the How I AI Vibe bench

(20:41) Claire Index results: where Grok 4.6 ranked

(23:03) Design evals: where Grok surprised me

(25:00) My conclusion and how I’m splitting my time now

—

Tools referenced:

• Grok Bot: https://x.ai/bot

• Cursor: https://cursor.com/home

• Cursor Origin: https://cursor.com/origin

• OpenClaw: https://openclaw.ai/

• GitHub: https://github.com

—

Where to find Claire Vo:

ChatPRD: https://www.chatprd.ai/

Website: https://clairevo.com/

LinkedIn: https://www.linkedin.com/in/clairevo/

X: https://x.com/clairevo

—

Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email jordan@penname.co.

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