Re: Amazing work on bug fixing

I use the web version. The model can be chosen in the drop-down menu. I
have a paid subscription. It's possible that without, you can't effectively
use Extended Thinking because it will quickly reach your allowed limit.

You can upload files and attach them to the conversation, but I found that
it gives better results when pasting the source code directly into the
prompt. I'll have to test that again, though.

Stavros Macrakis <[email protected]> schrieb am Fr., 19. Juni 2026, 17:22:

> Thank you very much! That is a lot of great detail.
>
> Do you use Gemini on the command line, the Web interface (More uploads /
> Import code directly from Sourceforge, or local git repository?), or via
> some IDE (Google AI Studio?)? Do you have a GEMINI.md file? Is that where
> you configure Extended Thinking?
>
> Thanks again!!
>
>               -s
>
> On Fri, Jun 19, 2026 at 11:15 AM David Scherfgen <
> [email protected]> wrote:
>
>> Thanks, Stavros!
>>
>> When the "Extended Thinking" mode of Gemini 3.1 Pro was launched, I
>> decided to give it a try, after previous attempts with Gemini 3.1 Pro in
>> normal mode as well as ChatGPT and Claude weren't very successful.
>> Extended Thinking is really a breakthrough.
>>
>> I usually write the prompt as follows:
>>
>> We're debugging the Maxima Computer Algebra System written in Lisp. There
>>> is a bug in the *[module name]* module that can be reproduced as
>>> follows:
>>> ----------
>>> *[Code example]*
>>> ----------
>>> As you can see, *[actual behavior]*, while we would expect *[correct
>>> behavior]*.
>>>
>> *[Any notable observations, e.g. similar cases that work correctly]*
>>
>> ----------
>>> Here's a trace:
>>> *[Trace of important functions or stack trace in case of a Lisp error]*
>>> ----------
>>> Your task is to thoroughly investigate this problem, explain in detail
>>> every step that causes it, and find a fix for it. Ideally, the fix should
>>> be minimally invasive.
>>> ----------
>>> Relevant sections of Maxima's source code:
>>> ----------
>>> *[Source code]*
>>>
>>
>> When pasting source code:
>>
>>    - Strip away everything that's clearly not involved in the problem.
>>    - Ideally, include every function that gets called during the
>>    reproduction of the bug.
>>    - Be patient, as pasting into Gemini's prompt textbox can sometimes
>>    take a lot of time (the browser may even ask you if you want to wait or
>>    close the page - wait).
>>
>> Now Gemini will think for a while.
>> When it comes back with an answer:
>>
>>    - Make sure that the selected model is still "Gemini 3.1 Pro
>>    (Extended)". It eats your quota really quickly (there's a limit that resets
>>    every 5 hours + a weekly limit), and then it will fall back to a simpler
>>    model, which almost never comes up with anything useful. You can also
>>    notice by how quickly it responds.
>>    - Be *extremely critical*. LLMs are incredibly good at selling, they
>>    will make it sound like it's 100% sure that they're right.
>>    - If you find the answer convincing, test the proposed fix against
>>    the problem and the test suite.
>>
>> If it's an obvious case where you can clearly see that the fix is
>> correct, you're done.
>> If it's a more difficult case, let Gemini regenerate the answer a few
>> times to help you decide. See if it always finds the same fix or different
>> ones.
>>
>> In case you get mostly incorrect fixes:
>>
>>    - *Don't continue the conversation for too long*, as it will
>>    eventually forget the first part of it, which contains the highly important
>>    source code. LLMs have a limited context window. If the conversation gets
>>    too long, it starts forgetting things said earlier.
>>    - Instead, edit your initial prompt and include a section like: "You
>>    previously proposed the following fixes, which didn't work: [...]". Include
>>    a short description for every proposed fix and why it wasn't working (e.g.
>>    it broke certain tests). If editing the initial prompt is not possible
>>    because you have sent follow-up prompts already, you can "fork" the
>>    conversation after the first reply, and then you will be able to edit the
>>    initial prompt in the forked conversation.
>>
>> I hope this helps!
>>
>> Best regards
>> David Scherfgen
>>
>> Am Fr., 19. Juni 2026 um 16:19 Uhr schrieb Stavros Macrakis <
>> [email protected]>:
>>
>>> David,
>>>
>>> Thank you very much for contributing so many bug fixes to Maxima!
>>>
>>> I think you've mentioned that you use an LLM to help you out. Could you
>>> tell us more about your setup and what you've learned about working
>>> effectively with it?
>>>
>>> Thanks!
>>>
>>>           -s
>>>
>>>

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