I got a framework 16 with a handful of upgrades for $1400. I added 96GB of RAM purchased separately for $300 (before the shortage). I also got a 4TB NVMe for $300. What do those upgrades cost cost in a macbook?

I think most people care more about their OS than their hardware specs, so they defend their purchase like it's part of their identity and it's hard to have a rational discussion.

Edit: If you're talking about the Intel model, I agree with you. The Ryzens are fantastic.

In this case we can be sure the dice aren't fair because there's significant motivation for them not to be, or at least it's easy to imagine a manufacturing defect in the dice.

That's not just false but very often false.

I'm working on a python codebase for 15 years in a row that's nearing 1 million lines of code. Each year with it is better than the last, to the extent that it's painful to write code in a fresh project without all the libraries and dev tools.

Your experience with Python is valid and I've heard it echoed enough times, and I'd believe it in any language, but my experience encourages me to recommend it. The advice I'd give is to care a lot, review code, and keep investing in improvements and dev tools. Git pre commit hooks (just on changed modules) with ruff, pylint, pyright, isort, unit test execution help a lot for keeping quality up and saving time in code review.

So in the abstract, if is a ternary function. I think the original comment was reflecting on how "if (true) ... " looks like a function call of one argument but that's obviously wrong.

Each person doesn't have to perform the build on their own. A build server will evaluate it and others will pull it from the cache.

The greater waste that nix eliminates is the waste of human time spent troubleshooting something that broke in production because of what should have been an innocent change, and the lost business value from the decreased production. When you trust your dependencies are what you asked for, it frees the mind of doubt and lets you focus on troubleshooting more efficiently towards a problem.

Aside, I spent over a decade on Debian derived distros. I never once had one of these distros complete an upgrade successfully between major versions, despite about 10 attempts spread over those years, though thankfully always on the first sacrificial server attempted. They always failed with interesting issues, sometimes before they really got started, sometimes borking the system and needing a fresh install. With NixOS, the upgrades are so reliable they can be done casually during the workday in production without bothering to check that they were successful. I think that wouldn't be possible if we wanted the false efficiency of substituting similar but different packages to save the build server from building the exact specification. Anything short of this doesn't get us away from the "works on my machine" problem.

It's useful when you have computers that talk to each other over the internet, likely without public interfaces, and using protocols that may or may not be secure.

MixRank processes petabytes of data every month from web crawling. We have hundreds of customers using our data products including Google, Amazon, Facebook, Intel, and Adobe, across industries including Finance, Recruiting, Sales, Marketing, and Security.

We’re a fully-remote company with a global footprint in over 20 countries. We're growing, profitable, employee-owned, no dependence on outside funding. Applicants from all geographies and backgrounds are welcome.

We are looking for passionate individuals for whom programming is not just a job but it’s something they love to do. We're obsessed with computers, programming, big data, databases, compilers, hardware, math, data science, and the internet. Does this sound like you? Please apply to join our team.

Our code base is very friendly to new contributors. You'll have a fully-functional development environment within hours (fully automated) and be pushing commits on your first day. Deployments to production happen multiple times per day and finish in less than 2 minutes. Effectively all of our codebase is written in Python, Rust, SQL, Javascript/TypeScript, and Nix. The core technologies you'll need familiarity with to be productive are Python, PostgreSQL, Linux, and Git.

We operate at a larger scale than typical startups. We operate two datacenters with high performance servers we've built that are capable of dealing with the volumes of data we process. We've implemented our own distributed file system. We do full-scale web crawls. We download and perform static analysis on the entire universe of Android APKs and iOS IPAs that are published. Unlike a typical startup where you'll spend half of your time in meetings, and the other half fixing bugs from Jira tickets— at MixRank you'll get to challenge yourself with difficult technical problems that will help you to grow as an individual.

We're hiring continuously for the positions below— they aren't singular positions that will close once filled. Our philosophy on hiring is that the candidate is more important than the position. For each new member of the team, we design a custom role and responsibilities that are specialized to their interests. Other companies will come up with a long list of specific requirements for a position with the expectation that you'll exactly replace someone from the team, or that you'll be the perfect tetris piece that satisfies the job requirements decided by a committee. MixRank is more pragmatic: we'll first get excited about having a unique individual on the team, then we'll figure out the best way to accommodate their specific talents.

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Junior Software Engineer - Remote (Global), Full-Time

We're looking for remote junior engineers that have 0-3 years of professional experience in software, and 5+ years of curiosity exploring computers, programming, and technical hobby projects. This is an open-ended entry role with mentorship and diverse opportunities to work on all areas of our product: databases, distributed systems, infrastructure and tooling, data analysis, machine learning, frontend/backend web development, APIs, data mining, data modeling, and more. To stand out, please highlight what makes you unique: passion for computing, curiosity and side projects, work ethic, niche research, etc.

Ideally you've already graduated, but if you still have one or more years left of school, please feel free to apply anyway, and if you're the right fit for the team we'll figure out a way to accommodate your schedule.

https://www.ycombinator.com/companies/mixrank/jobs/Fnwsojk-j...

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Software Engineer - Remote (Global), Full-Time

We're hiring generalist software engineers to work on web applications, data mining, machine learning/data science, data transformation/ETL, data modeling, database scaling, infrastructure, devops, and more. We'll cater the role to whatever subset of these areas match your interests.

Beneficial experience includes PostgreSQL, Python, Rust, Linux, TypeScript, Nix, frontend/backend web development, and data mining.

https://www.ycombinator.com/companies/mixrank/jobs/RXQspen-s...

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I'm Scott, Founder/CEO/CTO. We're based in US but applicants from Central America, South America, Europe, Asia, and Africa are encouraged!