Cursor Automates AI Coding Agent Tasks

19 Mar 2026 · 11 min · 3 chapters

Ask about this episode

Ask anything about it. ChatGPT or Claude reads this page and answers with the times it was said.

Connect VO and ask about every podcast you hear, including the moments you saved. Add to ChatGPT · Add to Claude

In short

AI Hustle Podcast Episode Notes: Cursor Automates AI Coding Agent Tasks

Episode Overview

  • Podcast Title: AI Hustle: Make Money from AI and ChatGPT, Midjourney, NVIDIA, Anthropic, OpenAI
  • Episode Title: Cursor Automates AI Coding Agent Tasks
  • Hosts: Jaeden & Jamie
  • Focus: Discussion on Cursor's new coding automation tool, "Cursor Automations," and its implications for developers and businesses.

Key Themes and Discussions

  1. Introduction to Cursor Automations
  2. Purpose: Allows developers to automate code maintenance and initiate tasks for AI agents.
  3. Impacts: Aims to streamline workflows for complex projects, enhancing productivity.
  1. Cursor Automations Announcement and Industry Impact
  2. Video Presentation: A video by Jack and John from Cursor outlining the new features.
  3. Example Use Cases:
  4. Incident triage triggered by alerts (e.g., PagerDuty).
  5. Automated code cleanup based on daily PRs (Pull Requests).
  1. Developer Tools and No-Code Automation Trends
  2. Competitors: Discussion of Cursor in relation to Cloud Code and other coding tools.
  3. No-Code Tools: Anticipation that features from developer-focused tools will migrate to no-code platforms.
  1. Practical Use Cases for AI Automation in Business
  2. Personal Automation: Automating business prospecting tasks (e.g., identifying businesses with poor websites).
  3. Business Efficiency: Streamlining processes to save time and reduce manual workload.
  1. Challenges and Solutions in Automating Data Collection
  2. Data Gathering: Issues around the complexities of setting up automated data collection.
  3. Real-life Scenarios: Example from Jamie about automating podcast ranking data.
  1. Future of Automated Tasks with ChatGPT and AI Agents
  2. Scheduled Automations: Forecasting a future where automated tasks can be scheduled on timers (e.g., daily reports).
  3. Integration with ChatGPT: Discussion on potential features ChatGPT could develop for automating tasks.
  1. Integrating Automation into Business Software
  2. Implications for Software Development: How automation in tools like Cursor could influence the development of business software.
  3. Potential Features: Ideas for adding scheduled automations to existing platforms.

Key Takeaways

  • Cursor's Innovations: The launch of Cursor Automations marks a significant step in the use of AI to enhance coding efficiency and workflow management.
  • Industry Trends: The convergence of coding tools with no-code platforms reflects a broader trend towards accessibility in software development.
  • Future Prospects: The discussion indicates a movement towards increasingly sophisticated automation features across all platforms, including ChatGPT and other AI tools.

Engagement and Community

  • Skool Community: Listeners encouraged to join for weekly bonus content and announcements on AI tools that can help grow their businesses.
  • Personal Insights: Hosts share personal experiences with automating tasks, reinforcing the practical applicability of the discussed tools.

Conclusion The episode provides a comprehensive look at how automation in coding is evolving and its potential to transform business processes, particularly in the realm of AI. The hosts emphasize the importance of such innovations for both developers and entrepreneurs looking to leverage AI in their ventures.

Listeners are encouraged to engage with the community for shared insights and tools that can aid in their own entrepreneurial journeys.

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

Community Announcements

2:21 to 3:30

Discussing updates and announcements from the community.

“why don't you tell them about our school community?”

Cursor's New Features

3:30 to 6:40

Exploring the new agentic coding tools from Cursor.

“We use Cloud Code, which is basically like Cursor's big competitor, a ton at AI Box, my software startup that lets you build AI tools and try out all the different AI models in one place.”

The Future of Automation

6:40 to 11:30

Discussion on the implications of automation in coding and business.

“Yeah, I mean, I think this is a really cool idea.”
Hear the part that matters, and keep it.Open this episode in VO. Double tap your headphones to save a moment as you listen.
Get VO free

Transcript

Automatic transcript. May contain errors.

0:00When you buy LG, you get so much more than just an appliance. You get more done, more cost savings, more peace of mind, and more control. Because LG appliances are designed to do more. Like washers and dryers with AI tech to take out the guesswork. Refrigerators that fit in tight spaces and keep food fresher longer. Or ranges with precise induction cooking and easy cleanup built in. All with the style you want and reliability you can count on. So you can get more from your home every day. LG Appliances. So much more. Make life easier with LG. See the latest models and savings now at LG.com. With markets changing and living costs rising, finding a reliable place to grow your money matters now more than ever.

0:49In the Wealthfront Cash account, your uninvested cash can earn up to 3.95 % APY. That's a 0.65 % boost over an already high rate for three months just for being a new client. There are no monthly account fees or minimums, and you get free instant withdrawals to eligible accounts 24-7. So you always have access to your money when you need it. And when you're ready to invest, you can transfer your cash to one of Wealthfront's expert-built portfolios in just minutes. More than 1 million people already use Wealthfront to save and build wealth with confidence. Get started today at Wealthfront.com. 3.3 % base APY via Program Banks as of January 30th, 2026.

1:26It is representative variable, requires no minimum, and is earned on funds swept to Program Banks. Instant withdrawal subject to conditions boost up to$150 ,000. Cash account offered by Wealthfront Brokerage LLC, member FINRA, SIPC, not a bank. Investing involves risk, including possible loss of principal investment advisory services provided by Wealthfront Advisors LLC, an SEC-registered investment advisor. Welcome back to the podcast. Today, we are talking about Cursor, another really popular vibe coding app. We talk a lot about you know, lovable on this podcast because Jaden and I both use them.

1:54But Cursor is another really big one. They are rolling out a new kind of agentic coding tool. So we're going to break this all down today. It sounds like it's essentially a way to maintain all the code that is made by agents. So kind of like a prompt and a monitoring device. So which is really useful, especially when you're, you know, setting these agents free to do whatever they want. So today we're going to talk all about that. Jayden, before we do, why don't you tell them about our school community? Every single week we record a bonus episode. We post on the school community and we also post announcements.

2:28For example, this week we posted an announcement about Lovable had like 24 hours or it was completely free. Jamie used like 100 tokens in that day. And there was also like$100 in free Anthropic API credits and$250 from Stripe, all to help you get started with a business. So we posted that in the school community. Tons of people were using it and talking about what they were doing. So if you want to get those types of announcements including this week I recorded a whole video on how I got$4 ,000 in 11 labs credits for free and how you can do it as well. There's like an application thing. If you want to watch that or get access to any of that info, go join the school community.

3:03There's tons of stuff on there. It's$19 a month. We share all of the ways we're using AI to grow and scale our businesses every single week. There's new stuff. The value you get out of the community will far exceed. I mean, if you just go watch this week's video, you get$4 ,000 for free. So trust me, it is worth whatever the$19 a month that you pay for. And we'd love to have you. There's over 300 members or almost 300 members in the community. So it's a great place. All right, let's talk about what's going on with Cursor. This is an interesting story to me. I love all of these vibe coding tools.

3:35We use Cloud Code, which is basically like Cursor's big competitor, a ton at AI Box, my software startup that lets you build AI tools and try out all the different AI models in one place. So this is something that I'm super interested in anytime someone builds a new feature here because if Cursor's building something new, Cloud Code's gonna copy it. Everyone's kind of working on stuff. But I am really excited about what's happening in this industry in particular. I wanted to play a video sharing. It's a one-minute video from the team over at Cursor announcing Cursor Automations. They're gonna explain this to you.

4:12It's a video that they posted over on X. So without further ado, Here is Jack from Cursor explaining Cursor automations. I'm Jack. And I'm John. And today we're launching automations in Cursor. As agents have gotten really capable at handling work autonomously, we found ourselves kicking them off over and over again for the same type of task. So we thought, why not automate that? It's been crazy to see the creative use cases that people have come up with. For example, we have an incident triage that gets triggered every time a pager duty monitor goes off. This one, John loves especially because he hates getting woken up at 3 a.m.

4:48Famously. We give it the Datadog MCP, and then by the time he rolls out of bed all groggy, the agent has come back with a likely root cause. So I just need to merge the PR, and then I can go back to sleep. I have a personal automation just for myself. It runs on a nightly cron schedule. It looks at all my PRs from the last day and just cleans up dead code or bad patterns. We're very fortunate to have this great community of users who are always suggesting new features to build, and we pipe those through from Twitter onto Slack. And now we can just have an agent automatically kick off with every single one and just put up a PR right away.

5:18Some of these features, if they're simple, are actually just getting implemented asynchronously. The way we do software development has changed so much in the last nine months. Yeah. And with more software, with more output, you then have more stuff you need to review, more issues you need to triage, more things to manage around software. But a lot of these things are automatable. Thankfully, because we kind of let the agent run free, if you want comments to be inline-threaded comments on GitHub, just prompt your agent to do so. So if you want it to resolve its past comments, just prompt your agent to do so.

5:47All of these things that people are used to kind of configuring with checkboxes, you don't need to do that anymore. Just prompt your agent. Okay, so I love that. I'm super stoked. I know like a lot of our listeners might not be developers. And personally, I'm not a developer. But I have a lot of developers working on AI Box and other platforms. And a lot of these features that they're building is, I think, basically where the trajectory of the entire industry is moving, whether that's in like Cursor for, yeah, if I'm being 100 % honest, Cursor is like cloud code. It's not something I probably am going to be using anytime super soon because it's like really for developers to use inside of like your code base.

6:28But these same tools are going to start moving over to lovable. They're going to start moving over to base 44. They're going to start moving over AI box. All of these other no code tools are going to get these same features. So that's kind of why we like to announce them here. And we're excited about them over here. Yeah, I mean, I think this is a really cool idea. So this is a use case that I think this could be used for. I made an app unlovable for myself to kind of prospect service businesses with bad websites. So I can search for, you know, HVAC, Grand Rapids, and then it'll search for, you know, people with bad websites based on certain criteria.

7:04you know that's all well and good and so that's you know in a way it's sort of like an agentic type feature that I've built even though it's not you know going around and clicking for me it's pulling website data from like an API essentially so but if you could take this further and kind of automate it and then I could just wake up every morning with like a list of 20 businesses to call this that could be a form of automation where it's actually taking what I've built and running it for me. I think this is really cool, especially because with the whole open claw thing, there's lots of security concerns and it's like, who are you giving your data?

7:46But if you can have it all be within one ecosystem and not have, I mean, as long as there's not security concerns, I could see this being really, really useful. What do you think, Jaden? Yeah, 100%. So I think there's actually a problem that they're solving with all of the, like this basically automations and automatically doing things is a problem that they're solving with AI code. Even on lovable, I recently made podcast studio.com I made a charts tab on there. So it shows like all of the podcasts, the top podcast charts. And this was a massive pain in the butt to make it so it actually automatically every day went and checked like all the top charts and where everything ranks.

8:27How I have it built right now is that if you click on a specific podcasts, it will show you how that podcast is ranking like historically in the top charts. But in order to get it to like, grab that data every day was a really big pain in the butt. And I had to set up cron jobs and automations. And so anyways, it, it was a big ordeal to do. And so if they're building things in that are automatically able to kind of like set schedules and scheduled times and like, in kind of like a very easy, good UI way to figure that out, then I highly Yeah, then I'd be super, super stoked to try something like that.

9:02For people who aren't coders, what do you think this would translate to in the future for, let's say, they're really familiar with ChatGPT. Do you think there'd be any kind of background agent type things that you'll be able to do with ChatGPT in the future? Yeah, I think ChatGPT already actually made a feature that's very sort of similar where they're able to do, they're able to do like kind of like automations and will automatically tell you, you can set things to happen at certain times. And it's not something I actually see people using a lot. I'm actually not seeing it over on ChatGPT right now.

9:40I'm trying to look at it while I'm talking. But in any case, yeah, there was a way in the past to like have it automatically do a search at like a specific time. Or I think if you tell ChatGPT like every day at 8 a.m., like send me a notification. Oh, you know what it is? it might be their pulse feature, which we might have to have like their$200 month tier for. I'm not 100 % sure. But anyways, I think we're going to start seeing more and more of those features where you have kind of these automations where it can automatically do things and you set schedules for tools. In coding right now, in coding world, we're getting to a point where we're setting loose all of these AI agents with OpenClaw and a lot of these other tools.

10:14And they're essentially running around and like completing tasks for you. But it's hard to tell them, like it's annoying to have to tell them to initiate the task. And so I think what we're seeing is you're going to set a schedule and it's going to initiate at a specific scheduled time. And I think this is kind of where we'll see things. It's like every morning at 8 a.m. before I start on this project, I want you to go and grab all of this data, put it together in a nice report, send it to this specific email address, and then I can grab it and get started. You're going to want the schedule set up.

10:48And technically, you could make a prompt and tell your agent to do that. Is it going to remember? Is it going to loop? Is it going to forget? It's just so much easier to hard code like a schedule that initiates automatically every day at a specific time. And I think we're going to get that feature in particular across like every single tool that you use. We're going to have automation, timed automations for all of your stuff you're doing. Yeah, because I mean, even if you were like a stock trader or something, you could wake up to all the latest corporate, any like corporate reports that were released or inflation reports and like have it, pop that up for you.

11:23Yeah. Like you said, first thing when you wake up in the morning, that would be super useful in that case as well. So. Yep. So super excited. And as we're actually talking, I'm now thinking that I need to add this as a feature to AI box. Like we have, there's like tools that will like create like a newsletter for you or create like a podcast or something. But it's, I'm thinking like, gee, like if I have a newsletter that needs to be sent out every day, like, or every Thursday, and it's going to go generate all the content for it, I probably should just have a timer on there where you set every Thursday, it's going to go run this thing and send you a notification that it finished and you can go do whatever you need to do or it could automatically schedule it eventually.

12:00So just talking, I'm already thinking about it. And if that's how I'm thinking about this with my own software, I guarantee everyone else's. So huge kudos to Cursor. They're rolling out some cool things with their automations, but I think it's also giving a lot of people ideas on how to implement this into software that regular non-coders are also going to be using. well hey if you enjoy this episode be sure to leave us a rating or review wherever you're listening we really appreciate those and those help us reach more people with the podcast and again check out the ai hustle school community if you want to learn how to use some of these tools to take your business to the next level or even just make money on the side using ai thanks for listening and we'll see you next time you're listening to a podcast right now driving working out walking the dog if you're into podcasts chances are you have something to say too with rss.com.

12:46Starting your own podcast is free and easy. Upload an episode and we distribute it to Apple Podcasts, Spotify, Amazon Music, and more. Track your listeners, see where they're from, and start earning from ads just like this. If you've been thinking about starting a podcast, this is your sign. Start your new podcast for free today at rss.com. You're listening to a podcast right now. Driving, working out, walking the dog. If you're into podcasts, chances are you have something to say too. With RSS.com, starting your own is free and easy. Upload an episode and we distribute it to Apple Podcasts, Spotify, Amazon Music, and hundreds more.

13:26Track your listeners, see where they're from, and start earning from ads like this, even with just 10 listeners a month. If you've been thinking about starting a podcast, this is your sign. Start free at RSS.com.

From the publisher

Jaeden & Jamie discuss Cursor's new agentic coding tool, Cursor Automations, which allows developers to automate code maintenance and task initiation for AI agents. They explore how these automated features can streamline workflows for complex projects and how similar functionalities are being implemented across various AI-powered tools.

  • Our Skool Community: https://www.skool.com/aihustle
  • Get the top 70+ AI Models for $20 at AI Box: ⁠⁠https://aibox.ai
  • Watch on YouTube: https://youtu.be/2xWao4gpaoE
  • Chapters

    00:00 Introduction to Cursor and AI Automation

    02:30 Cursor Automations Announcement and Industry Impact

    04:13 Developer Tools and No-Code Automation Trends

    05:28 Practical Use Cases for AI Automation in Business

    07:07 Challenges and Solutions in Automating Data Collection

    08:17 Future of Automated Tasks with ChatGPT and AI Agents

    10:14 Integrating Automation into Business Software

    More from AI Hustle: Make Money with AI

    All 178 episodes
    Cursor Automates AI Coding Agent TasksAI Hustle: Make Money with AI · 11 min
    Listen in VO