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12 Lessons from AI Pair Programming (180 Days with AI, Zero Hype)

Pankaj Singh on June 26, 2025

After 6 months of daily AI pair programming across multiple codebases, here's what actually moves the needle. Skip the hype; this is what works in ...
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Nevo David

Pretty cool seeing someone cut through all the noise and just show what actually works day after day. I always wonder what pushes someone to stick to a routine like this for so long - feels like you really learn what matters.

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Pankaj Singh forgecode

Thanks Nevo, it's high time to work with AI not against it!!!

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Ashley Childress

Love it and you're pretty spot on with the exact flows that I use, too (pretty much learned the hard way)!

Especially, this part:

Treat AI output like junior dev PRs; review everything

We're the CREATORS. AI is the implementer/maintainer and can't be expected to somehow be magically perfect.

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Pankaj Singh forgecode

Thanks Ashley for reading it!! Share this with your peers as well.

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Christian Ransom

What AI tools did you use for this?

Are you just using ChatGPT or something else integrated into your coding editor?

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Pankaj Singh forgecode

Thanks for reading Christian. There are many I have used in 6 months from copilot to other IDE integrated AI Tools.

Also i would suggest you to explore Forgecode. It's great, just saw Gemini CLI and I think shell based agents are the future now!!! Let me know what you think.

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Christian Ransom

Which tools did you find most helpful, and what does your workflow with them look like?

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Pankaj Singh forgecode

I personally like CLI based tools like Forgecode obviously, openai's codex, now Gemini CLI. What about you? Easy to install not hype just work. Loved it

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Rob Gallagher

Great article, clear and concise without the Hype :)

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Pankaj Singh forgecode

Thanks Rob!!!

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ITXITPro LLC

This was such a refreshingly honest take—really appreciated the “zero hype” approach. Loved how you highlighted the balance between productivity gains and the cognitive overhead of working with an AI pair. Totally agree: it’s more about augmentation than automation. Lesson #10 on asking the right questions really stood out—AI's real value emerges when we know how to steer it. Thanks for sharing your 180-day experience with such clarity and candor! 👏

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Pankaj Singh forgecode

Thanks for reading!!! Please share this with the right audience 🫶

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Solve Computer Science

Thanks for the tips. I learned some useful notions such as codeingest and file references. Now I have to see how to integrate them in my workflows (Neovim, Ollama, etc).

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Pankaj Singh forgecode

Thanks man!!! Lets me know how it worked for you.