If someone manages to make a robust GUI version of this for normies, people will lap it up. People don't want to juggle applications, we want computers to do what we want/need them to do.
If someone manages to make a robust GUI version of this for normies, people will lap it up. People don't want to juggle applications, we want computers to do what we want/need them to do.
Too bad we don’t have a portal gun to access an infinite number of parallel universes where large language models were never invented for sources of unlimited fresh training data and unlimited palpatine power.
It hit me that as it's deciphering some verbose log file, it has also read through all the source code that wrote that log, and likely all of the discussions/commits that went into building that (broken) feature.
A few days ago we were having networking problems, and while I was flipping over to my cell hotspot to see if it was "us or them" having the problem, a coworker asked claude to diagnose it. It determined the issue was "a bad peering connection in IX-Denver between our ISP and Fastly and the ISP needs to withdraw that advertisement." That sounded plausible to me, I happened to know that both Fastly and our ISP peered at IX-Denver. That night I reached out to the ISP and asked them if that's what happened and they confirmed it. In the time it took me to mess around with my hotspot, claude was doing traceroutes, using looking glasses, looking at ASN peering databases...
It is REALLY good at automating things via scripts. Right now I have it building a script to run our Kafka rolling updates process. And it did a better job than I did at updating the Ansible YML files that control it.
I've been getting ready to switch over to NixOS, and Claude is amazing at managing the nix config. It even packaged the "git butler CLI" tool for me; NixOS only had the GUI available.
I'm getting into the habit of every few days asking it: "Here is the syslog from my production fleet, review it for security problems and come up with the top 5 actionable steps I can take to improve." That's what identified the kafka config changes leading to the rolling update above, for example.
You don't need to predict anything, because it already has. I've seen multiple real cases of this. People who normally would 1. try Linux 2. get stuck 3. revert back to Windows, yet now 1. try Linux 2. Claude solves their issue when they encounter it 3. They keep using Linux.
I wouldn't have thought this could be the case and it took me actually embracing it before I was fully sold.
Maybe not a popular opinion but I really do believe...
- code quality as we previously understood will not be a thing in 3-5 years
- IDEs will face a very sharp decline in use
Was code quality ever there in complex enterprise systems?
Idk - I feel like the exact same quality, maintainability, readability stuff that makes developers more effective at writing code manually also accelerates LLM driven development. It's just less immediately obvious that your codebase being a spaghetti mess is slowing down the LLM because you're not the one having to deal with it directly anymore.
LLMs also have the same tendency to just make the additive changes needed to build each feature - you need to prompt them to refactor first instead if it's going to be beneficial in the long run.
A better design can be made somewhat default by AGENTS.md instructions, but they can still make a mess unless on a short leash.
Great, now you perform those tasks more slowly, using up a lot more computing power, with your activities and possibly data recorded by some remote party of questionable repute.
This is the real "computer use". We will always need GUI-level interaction for proprietary apps and websites that aren't made available in machine-readable form, but everything else you do with a computer should just be mapped to simple CLI commands that are comparatively trivial for a text-based AI.
Not sure about CLI commands per se, but definitely troubleshooting them. Docker-compose files in particular..."here's the error, here's the compose, help" is just magic