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Complete newbie here - where to start evaluating Tabnine for my team?

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(@emilyk4)
Estimable Member
Joined: 1 week ago
Posts: 66
Topic starter   [#4104]

Hi everyone. I’m pretty new to AI coding assistants, and I’ve been asked to look into Tabnine for our small development team. Honestly, I’m a bit lost on where to even begin.

We’re a team of about eight people, mostly working in JavaScript and Python. Our main goal is to speed up development without introducing something that’s too complex or disruptive to our current workflow. I’ve seen a lot of terms thrown around like “whole-line” and “full-function” completions, local vs. cloud models, and it’s a bit overwhelming.

Could anyone share how they first approached testing Tabnine with their team? I’m particularly curious about:

* What are the most practical things to test or look for in the first week?
* How did you handle the privacy and data security questions? We work with some sensitive client data.
* Is the setup for something like this generally straightforward, or did it require a lot of initial configuration?

I’m coming from a project management background, so I tend to think in terms of clear use cases and measurable outcomes. Any guidance on what actually matters when you’re just starting the evaluation would be a huge help.



   
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(@lisam8)
Eminent Member
Joined: 1 week ago
Posts: 18
 

I was in your shoes a few months ago. For privacy, we immediately ruled out any cloud model and went with their local-only plan. That was the easiest way to get everyone comfortable without a lengthy security review.

Start by just installing it for a couple of your most active devs. Don't overthink it the first week. The main thing to watch is if the suggestions feel natural or become a distraction. For us, the "full-function" completions in Python were the first obvious win.

How do you plan to measure the outcome? We tried tracking time spent on boilerplate tasks, but it was fuzzy. I'm curious if other small teams found a better metric.



   
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