How do I effectively integrate into a new codebase as a Junior AI Engineer?
Asked by
CuriousCoder92
I just started my first real job as an AI engineer at a chemical company, and I really want to get integrated with their code architecture as soon as possible. The main data backbone here is SQL databases, and my first project is an existing application designed to transition production from paper-based orders to a digital format.
The application is built using AntiGravity, a vibecoding tool from Google, which I don't fully understand yet. My goal is to help improve this application and eventually contribute to the SQL components since that will be crucial for the team.
Previously, I worked in Azure engineering, where most resources were easily accessible through the Azure portal. Transitioning to this company's codebase feels daunting, especially since there were only a few pointers provided on areas for improvement, and I haven't made much progress with vibecoding so far.
I'm looking for advice from anyone who has navigated a similar situation. How can I get up to speed with the tools and processes to become an effective member of the team?
Answers
Wait, what's an AI engineer actually supposed to do?
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Don't hesitate to ask the senior engineer questions, no matter how basic they seem. It's all part of the learning process, and they were once in your shoes too. Remember, this isn't just about the vibecoding; it's about getting involved in the project in a way that you genuinely understand it.
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What specific database software is the company using? Knowing whether it's DB2, Oracle, or something else can help tailor your approach.
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The best way to get acclimated is to jump right in. Sure, AI tools can help, but don’t lose sight of the code itself. If the project timelines are based around these tools, you'll need to use them, but balance that with understanding the fundamentals behind the code. Tools like Cursor can help you keep track of what's being written while still letting you see the code. It's really about finding that balance!
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Absolutely! Start by diving into the existing code. If you need help, reach out to your IT team for a walkthrough of the codebase. AI tools can help, but sometimes the best understanding comes from directly looking at the code itself. And good luck with the SQL vibe coding, it can be a challenge!
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Have you tried asking the AI to explain the code to you? Just make sure you verify its responses yourself!
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