15,734 karma · joined December 29, 2009
Book: https://www.manning.com/books/terraform-in-depth
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Comments are my own and not those of my employer.
This is a major reason why UV is faster than older python package managers, as they were able to take advantage of the change in the PyPI registry that enabled this. Now these package managers can run their dependency calculations without needing to download the entire package, decompress the package files, and then parse them.
The first is that even if people don't own a record player at the moment doesn't mean that they don't plan on getting one. I have multiple nieces/nephews who got record players (at their request!) this year for Christmas. Briefcase record players are becoming ridiculously more popular. The thing is there's no point in buying a record player if you don't already have some records, and artists are doing a lot more limited prints so sometimes you need to buy immediately to be sure you're going to get one.
My wife and I bought a new sound system in 2024, and we decided to include a record player. We have used it way more we had expected to. We still have streaming services (Tidal) but listening to a record has a ton of benefits. There's the fact that the entire album itself is an organized experience, not just random tracks, and the tactile nature of it is really appealing. The albums themselves are like pieces of artwork in a way that a CD or screensaver would never be.
It's also nice knowing that the artist I'm buying from is getting real money from the purchase, unlike the pennies they get from streaming.
From personal experience, I've got dozens of esp32 devices around my house and they all work great.
It's weird that you're making up scenarios that would obviously never happen like the 5k thing.
On the hardware side you can run some benchmarks on the hardware (or use other people's benchmarks) and get an idea of the tokens/second you can get from the machine. Normalize this for your usage pattern (and do your best to implement batch processing where you are able to, which will save you money on both methods) and you have a basic idea of how much it would cost per token.
Then you compare that to the cost of something like GPT5, which is a bit simpler because the cost per (million) token is something you can grab off of a website.
You'd be surprised how much money running something like DeepSeek (or if you prefer a more established company, Qwen3) will save you over the cloud systems.
That's just one factor though. Another is what hardware you can actually run things on. DeepSeek and Qwen will function on cheap GPUs that other models will simply choke on.
The answer is a balance. Use Dependabot to keep dependencies up to date, but configure a dependency cooldown so you don't end up installing anything too new. A seven day cooldown would keep you from being vulnerable to these types of attacks.
Not satire. They really are just that up their own asses.
They really are up their own asses so much in this thread. Just the arrogance of these people absolutely kills me.
When we say they're arresting US citizens I'm referring to the brown people they're picking up off the streets purely for being brown. The lawncare guy they picked up the other day, on film and with paperwork, wasn't protesting or interfering with anything.
You're just making things up to justify this fascist take over.
He doesn't have a spine, he has an election strategy.
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