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For fun and education purposes, learning and satisfaction are understandable.

For work, companies won't support it. Get it done. Fast. That's the new norm.


I disagree. I need to be able to support what I ship and answer to the details of what it does and why it does it. I can only truly do that if I write it myself.

There should also be a symbiotic relationship at a job. Yes, they get something from me, but I should also get something… learning and some amount of satisfaction… in addition to the paycheck. I can get a paycheck anywhere.

It’s not the “new norm” unless employees accept it as the new normal. I don’t know why anyone would accept a completely one-sided situation like that.


> I need to be able to support what I ship and answer to the details of what it does and why it does it. I can only truly do that if I write it myself.

How do you function on a team, where you have to maintain code others have written?


We talk to each other. If someone wrote something I don't understand, I defer to them. If someone wrote something who is no longer with the company, we trying to make sense of it, and in some cases end up re-writing some things.

There are only 3 or 4 of us working on most of the code I touch. 3 of us have worked together in some form or another for close to 20 years.


That's a LONG time! I'm happy for you :)

> I can only truly do that if I write it myself.

That's where you're wrong. AI can debug code better than humans. I put it on a task that I'd spent months on: debugging a distributed application which had random errors which required me to comb through MBs of logs. I gave Claude the task, a log parser (which it also wrote), and told it to find what each issue was. It did the job in a few minutes. This is a task that was, frankly, just a bit above my capacity with a human brain as it required associating lots of logs by timestamps trying to reconstruct what the heck was going on.

My new worry is that I need to make sure the code AI is writing is more comprehensible not to other humans, but to other AIs in the future, since there's very little chance humans will be doing the debugging by themselves given how bad we are at that compared to LLMs even now, let alone in a few years.

> but I should also get something

What do you want beyond a pay check? If you want to get better at your job, the most important technique you can improve right now is hands down how to interact with an AI to solve business problems. The learning you're thinking of, being able to fully understand code and actually debug it in your head, is already a thing of the past now. In a few years, no one will seriously consider building software that's not entirely AI-written except for enthusiasts, similar to the people currently participating in C obfuscated code competitions. I say this as someone who reluctantly started using AI in anger only a few months ago after hating on it before that for the laughable code it was producing just around 6 months ago (it probably was already good by then but I was not really giving it a chance yet).


This video provides a much better walk through of the application.

https://www.youtube.com/watch?v=PuI8pEgglk4


A data generator and visual data modeler for any database. It's been fun, learned a LOT about generating data in a very specific order to maintain referential integrity, even more about how to determine that order! Generates > 100K rows a second for simple generation, or ~10K rows a second for derived / child rows.

https://app.synthforge.io to login (FREE!) or https://synthforge.io to learn more


Using opus 4.6 in claude code right now. It's taking about 5x longer to think things through, if not more.


The notes explicitly call out you may want to dial the effort setting back to medium to reduce latency/tokens (high being default, apparently there is a max setting too).


There's 3 options to choose from on /model: Low, medium and high effort.


Truer words have never gone so hard. Damn this hits.


Same as hombre_fatal - I used to use iStats Menus, but no need any longer. This is great. I'm watching multiple SSDs activity, network activity, cpu, memory, etc.


How did this go from #1 down to like 20 so quickly? hmmm.... conspiracy


Mostly spot on, nice summary. Spouse works in a public elementary school library, and they are considering eliminating librarians altogether and reducing library time as a special activity, so maybe once every 2 weeks. It's ridiculous how we are sacrificing our children's futures to save money now.


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