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LLMs and coding
April 2, 2026
We recently released REAPER v7.66, which is slightly interesting in that there was a small bit of LLM-assisted programming in there.

I'm not a fan of LLMs, but I do think what they can do is pretty amazing. Whether it is worth the cost, I have doubts.

Previously, on askjf:

(lol)

My current thoughts:

My recent experiences, using Claude Opus 4.6, mostly via Claude Code:

In all of these, I probably could have iterated with the LLM to get it to do more of the work. I'm not sure what time it would have saved, and even if it did save time, I don't think I would walk away from the experience with the same level of understanding I've attained going this route.

Based on that -- if you're vibe coding, right on. Enjoy it while you can potentially profit from it. Try to learn from it. If LLMs end up as master programmers, then the billionaires of today will be even richer (ripping off anything useful by burning tokens and then forcefeeding it to the world), and the rest of us, we'll just get the scraps.

7 Comments:

Posted by jrgc on Mon 11 May 2026 at 14:02 from 145.40.189.x

It is nice to see such a nuanced perspective on a topic as contentious as LLMs.

Posted by AMP on Sun 11 Oct 2026 at 09:27 from 82.20.29.x

For those things it's great, glm 5.2 or 5.3 is great for fixing at speed. But to save tokens, use the Top end for the plan of it and other say glm or similar to carry out the work.
GPT Luna 6 is cheap and on medium most stuff it can handle fine at that level.
Feebs just mentioned about Strata and is using now qwen 3.8 next 60ish gig over vram and ram and I think he got it up to 80 tokens a sec which is really good.
Freetoken can do it too but its really nvidia only adm.
Many AI models that are very small now that can do amazing things.
But if ya need to know anything AI Feebs is Mr AI, his well up on it all.

Posted by Jesse Hufstetler on Wed 28 Oct 2026 at 15:14 from 75.187.196.x

Justin, you are one of my heroes as far as programmers go, I'd like to hear if your ideas have changed since you wrote this

Posted by SoftwareDevGuy1 on Thu 29 Oct 2026 at 10:36 from 92.209.209.x

AI: Either you ride the wave, or you get washed away by others riding it.

What AI can do in terms of coding, signal processing, etc. is nothing short of remarkable.

You want to explore various filters? Yes?
You want to dig into journals and read up for half a week and then implement it in another week. Then try another filter approach and repeat?
Honestly?
That's ridiculous today. Current AIs (at the time of writing: claude opus 5.5, chatgpt/codex astra 6) can get that filter coded in 5 minutes and have you see/hear the results.
This is revolutionary. You can explore multiple complex cutting-edge filters in one day, as opposed to months otherwise.

Also, I disagree with the assessment that
>> "independent software vendors will not be able to compete with the multinational megacorporations that control all of our infrastructure (read that essay). This will be a very not good thing."
1014.org/?article=931

I see this in a completely different way:

AI is the great equalizer. (democratic equalizer).
Now you (and I and anybody) can create code and signal processing, that would otherwise have been reserved for large wealthy companies with engineering signal processing departments and a battalion of software developers (think more than 15).

But these companies are also not sleeping: they will fire many of their substandard simple-execution developers, because they are just not needed anymore.
Is it a bad thing? Maybe. But maybe not. Now small independent software vendors can compete with larger ones.

Of course using AI is different than you coding was before.
You WILL have the AI auto-create thousands of unit-tests to establish and secure the status quo of your current software (which might be a large human-coded codebase such as reaper.)
Why: so that things will not get broken by AI.
You WILL give the AI coding tasks and check the results, but also get the AI to include the new functions in unit-tests.
You MIGHT use 2 AI's (claude opus 5.5, chatgpt/codex astra 6) and get them to cross-review and improve code going back-and-forth between them: I do it and recommend it.

And to really see what it can do... YOU WILL THINK OF THE SUPERCOMPLEX FEATURE THAT YOU NEVER ATTEMPTED (or have not yet completed yourself), AND GIVE IT TO AI and watch and be amazed.
Those 20-what dollars per month for claude (opus 5.5 etc) and another 20-what dollars for chatgpt (code astra 6)...
are nothing, to the leaps you can jump forward.

It's a game changer. It's a revolution. Ride that wave.
And start doing it now (because sooner or later AI duration-use will be taxed, to make up for lost income due to layoffs, while the AI is doing the work)

Posted by SoftwareDevGuy1 on Thu 29 Oct 2026 at 10:39 from 92.209.209.x

Your not happy with the AI output.... ? Then you are not guiding it enough. Guide it, repeat, make it create AGENTS.md and CLAUDE.md according to your wishes: coding style, approach, etc

You help the AI in the beginning: coding style, Explain some architectural concepts. Definitely have it create auto unit-tests. To avoid breakage of existing code. And then go and reap benefits

Basically: YOU command it. Let it refactor its own attempts (with YOUR Input: concepts, coding style, architectural...) until it is good. Then have it write up your "rules" in a md file. YOU give the commands. The AI system follows.

Posted by SoftwareDevGuy1 on Thu 29 Oct 2026 at 10:48 from 185.225.69.x

Haven't tried reaper on linux for a while.

Is it working nicely with linux pipewire yet?

Let claude opus 5.5 or codex astra 6 work on it.

You'll be amazed!

Posted by SoftwareDevGuy1 on Thu 29 Oct 2026 at 18:18 from 92.209.209.x

I wrote "Current AIs (at the time of writing: claude opus 5.5, chatgpt/codex astra 6) can get that filter coded in 5 minutes and have you see/hear the results."

I forgot to write, that the AI can also help select appropriate filers, and already knows those (cutting edge new ones) that you'd otherwise need weeks to find, read up on and get squinted with.

Filters is just an example. The AI is a great tool to help you cut through and get results and solutions.

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