One of the double edge swords I see is devs/evangelists pushing agentic coding are playing the 'good enough' statement. If that is true and those asking for software can live with good enough AI code, the moment the free local models hit that level the party is over in the continual push to the premium tip of the spear models.
We might already be there. I've been running Qwen-3.6-27B with 8-bit quantization locally with llama.cpp (~100k context window), and to be honest for my use case, 40-50% of the time it is more usable than claude-code. I only have the $20/mo plan, so I often hit rate limits after 2-3 prompts. And while the local model is slower, it just keeps chugging, is practically free, and more often than not produces code similar to claude. I wouldn't be surprised if in 6-12 months we have local models which are comparable to opus 4.6...which I personally consider as a tipping point where agentic coding became practical.
Man, such a difference between a human whoops and an AI. Had a junior dev hork all environments, when the script they thought worked in nonprod... did not modify an index like they expected, they were quickly able to wipe out everything else in every environment and every data center. It was such a teachable moment. She was my very first hire when I was asked to build a team. Crazy careful with trust, but verify on things that have blast radius.
The AI? Nothing learned, I suspect. Not in a meaningful way anyhow.
I’m not sure what you mean? I have goals that I want to achieve; lil ai buddy comes along and helps me, over time buddy becomes better able to help me do stuff.
What do you mean role? Person who does stuff I guess, same as it is now.
Because I'm the one employing it? A model which makes a "delete production database" mistake clearly needs to be taught not to do that, and the person whose production database was deleted ought to be able to teach them not to do that. This seems quite reasonable to me.
Everyone has different mistakes that are important to them, and not everyone agrees on what is a mistake. Witness how employees from FAANG often don't do well at startups, because they've been taught the wrong lessons.
Converting DnD rules and edge cases was always a bit of fun and became my "hello world" as I was learning stuff.
Years back, I worked at a company where the agreement required them to review any personal application that I created for a year or so after I left. I was super happy to send them iterations of my DM'ing tools - written for Java (micro edition), WinCE, Palm, and any other mobile gadgets I could get my hands on.
Around the 4th application I sent, the pharmaceutical company released me from the non-compete clause. I've always wondered if they were required to try and run the applications.
Consider a dedicated SSD for each OS. You should have a couple M2 slots in the laptop. What you can do is remove (or disable) the Windows SSD, install Linux on the second drive, and then add back the windows drive. Select the drive at startup you want to be in on boot and default the drive you want to spend most of your time in. I did that on my XPS and it was trouble free. Linux can mount your NTFS just fine, without having to consider it from a boot/grub perspective.
Ubuntu just raised the minimum RAM requirement from 4gb to 6. While it might have been possible to run anything with a GUI on 4, I can't imagine that is a good experience.
When they turned Centos into streams, I cut my workstation over to Ubuntu. It has been a reasonable replacement. Only real issues were when dual booting Win10 horked my grub and snap being unable to sort itself on occasion. When they release 26 as an LTS, I'm planning to update. You are spot on - the desktop itself is reasonably lean. 100+ tabs in Firefox... less so. Mind you, the amount of RAM in the workstations I'm using could buy a used car these days.
I don't really get it. I have ran fleets of thousands of devices running Chrome in a container on Ubuntu server, and it's a nice experience. It took a lot to make it nice, but once it was there it was rock solid. This was with 1GB ram on a Pi 3. When we swapped to Pi4, we just had thousands on gigabytes of ram and thousands of cpu cores unused.
Had a similar experience with the XPS series. Was able to find a keyboard. When taken apart, realized they had used plastic bits, tape, and other things to connect the keyboard to the top lid. Seems they expected one to either be handy with epoxy or buy the combo.
I resemble that remark. I've got to wonder how many people are starting to cut over to Linux/Mac or just stopped caring about being patched on Win10.
A couple weekends ago, I made the overdue call to kill my dual booting with Windows 10 and go full Linux. I'd considered finding a copy of the embedded Win10 long term version or paying for the patching. The local account was one of the things holding me back from doing the update. I knew I could muck with things to still have it, but figured it would be yoinked away later. Similar thoughts to updating the old threadripper that no longer qualifies for Win11. The reinforcement came from all the blasted copilot integration -- notepad, paint... just looking like evasiveness was going to be everywhere.
For a long time my 'good' box was Linux, my old box was Windows. So much just works. I still have an M2 with Windows 10 on it, but it is not in any machine right now. Will see if I run out of space and need it before they actually provide something I'd want to even have on my desk.
My Bride worked for a banking/credit card company. Someone took the sample "northwinds" Microsoft Access sample app, changed the labels, and modified their business process to mimic a few of the existing queries. At some point, there was a company mandate to port all of these types of apps to Oracle. Oh, the huge manatee... The process/business was a non-trivial bit of cash flow.
There has always been a bit of back and forth. Giving long deadlines and crazy costs, the business will always kruft something together. Sometimes it works, sometimes folks get burned, sometimes you get a nice hand off.
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