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Which AI tools are best for improving software developer productivity?

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I've been staring at my screen for three hours trying to get this new React project off the ground and I feel like I'm already drowning. My boss expects this whole prototype done by next Friday and I'm honestly panicking because my workflow is just so slow lately and I can't keep up. I did a bunch of googling and saw everyone talking about Github Copilot and Tabnine but honestly it's kind of confusing.

I read that:

  • Copilot is the industry standard but can be buggy
  • Tabnine is better for privacy but maybe not as smart

Some people on Reddit are saying Copilot just hallucinates half the time and creates these massive security holes while others say it's a total life saver. I also saw people using Cursor but I don't really want to switch my whole IDE right now since I'm so used to VS Code and I don't have time to learn a new setup. I've got like 20 bucks a month I can spend on tools max so I can't go buying everything under the sun to try it out. I'm mainly doing full stack stuff with Node and React and I just need something that'll actually help me write boilerplate faster without me having to double check every single line for a hidden bug. Is there a consensus on what actually works for a solo dev on a tight deadline or am I just gonna end up spending more time fixing AI mistakes than if I just typed it myself... it feels like if I don't pick the right tool now I'm gonna be working 14 hour days all next week.


12

^ This. Also, I have to disagree with the idea that you need a paid sub to finish this sprint. I once spent a fortune on tools during a panic and it just made my VS Code laggy. I would suggest Amazon Q Developer Free Tier instead. Its totally free and actually handled my last React project surprisingly well without the weird hallucinations I saw elsewhere.


11

Adding my two cents here because I've spent way too many hours debugging AI-generated junk. A few months back I was on a tight sprint for a React dashboard and I ditched the big names for Codeium Individual Tier VS Code Extension. It feels significantly faster than Copilot because it doesnt lag while you're actually typing. In my experience, the context window is everything. Over the years I've realized that if the AI cant see your other files, it just guesses. I tried many setups before landing on these:

  • Codeium Individual Tier VS Code Extension which has a really solid free level that indexes your local files properly.
  • Supermaven Pro Monthly Subscription if you want the fastest autocomplete out there. I found that Supermaven actually remembers my API routes while I am writing the frontend components, which is usually where things break. Stick with VS Code for now, just swap the engine behind the scenes. You dont need a new IDE to get better results, you just need a tool that doesnt forget what you wrote five minutes ago...


2

Ive been where you are and honestly, some of these tools are just not as good as expected. I tried relying on GitHub Copilot Individual Subscription for a similar React sprint and it was pretty disappointing. It kept hallucinating imports that didnt exist, which just wasted my time when I was already behind. If you only have 20 bucks a month, here is the direct path that worked for me after a lot of trial and error:

  • Get the GitHub Copilot Individual Subscription for 10 dollars. Its fine for simple boilerplate, but you really have to watch it like a hawk.
  • Use the rest of your budget for Claude 3.5 Sonnet via Anthropic Pro or the API. Unfortunately, Copilot isnt smart enough for complex React logic, but Claude actually gets the context right most of the time.
  • Skip the Tabnine Pro Monthly Plan for now. I had issues with it lagging my VS Code and the suggestions felt really dated compared to other models. Just dont trust the auto-complete blindly or youll spend your whole weekend fixing ghost bugs.


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