Cursor is an AI-powered coding assistant that integrates with big-name LLMs like OpenAI and Anthropic. It helps developers generate code, debug faster, and streamline development.
But here’s the thing—out of the box, it’s just a really smart autocomplete. It doesn’t know you. It won’t instinctively follow your coding style, use your favorite libraries, or structure projects the way you like. And if you’re working with a team that has strict coding standards? Expect to be manually tweaking AI-generated code all the time.
What if your Cursor IDE could actually learn from your coding preferences and deliver your code exactly the way you want them? That’s where DigitalOcean’s GenAI Agent comes in.
I’ve got a stash of “Hello World” snippets for my go-to APIs. It’s way quicker than hunting through docs or wrestling with generic AI suggestions that overcomplicate things. But I wanted a step further: a way to have my assistant return exactly the snippet I need, every time.
DigitalOcean’s GenAI Agent lets you train an AI on your very own, curated knowledge base. Instead of a generic output, you get code that fits your workflow to a T.
It even learns the specific SDKs, environment setups, and libraries I prefer. Say I need a Stripe integration snippet—I don’t want a one-size-fits-all API call. I need it to use the Stripe Python SDK, authenticate with my .env
variables using python-dotenv
, and follow the structure I prefer - right from the IDE.
Here’s the quick rundown:
/api/v1
to the endpoint URL, like this: Example: https://agent-123457-abcd.ondigitalocean.app/api/v1
Now, when you request a snippet, Cursor retrieves code directly from your curated knowledge base instead of relying on generic online responses.
A custom-trained AI means you get code that fits exactly how you work. It’s not generic—it’s your code, built with your tools, and structured your way, right in your IDE.
And it doesn’t stop at code. An AI trained on your own knowledge base lets you build internal chatbots, support bots, or even an assistant that truly understands your product. It’s not about cookie-cutter responses; it’s about an AI that fits your unique workflow.
Want to learn more? These guides show you how to integrate and build with GenAI Agents: -
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