You really really need to go through an actual code exercise with them. It’s staggering how many people I’ve interviewed who can talk the talk but when confronted with with a 50 line class full of glaring issues for a code review exercise, they can’t find any of the actual problems. The great thing about it is that the good people will spot the super obvious ones in about 5 seconds and you can just move on from it very quickly.
We’re talking c++ programmers with a decade of experience not spotting basic RAII, missing pointer checks and straight up logic bugs for the domain that we interview for and hire in (games).
I had to turn that crap off because how are you supposed to concentrate on your code when the VS Code is incessantly throwing snippets at you?
It looks cool when you watch other people with it enabled but actually programming that way is like getting slapped in the face between each key stroke.
After fifteen minutes you realize that you spent all your time reading the opaque auto complete suggestions trying to figure out what they're doing and how they work, instead of actually getting any code committed.
I will tell ChatGPT what my context and situation is and review it's suggestions and then select the parts I want to copy paste in by hand and manually test. That's been pretty effective and it's basically a more effective drop in replacement for searching Stack Overflow for each code snippet you need. But putting the AI inside your editor is the biggest over hyped time waster I ever seen
28TB for $350, with a 6 month warranty, is wildly good. https://www.ebay.com/itm/236112931239
There's so much insanely awesome tech in these drives. "12nm integrated controller" (meh ok). nanophotonic laser (fancy led?). photonic funnel. superlattice platinum-alloy media. plasmonic writer. quantum antenna. https://www.tomshardware.com/pc-components/hdds/new-hamr-las...
> In HAMR HDDs, the nanophotonic laser diode heats tiny portions of drive media to temperatures of 400°C ~ 450°C to reduce its magnetic coercivity before the plasmonic writer writes data to this area.
I get that it's a very very small area. I am curious though how power consumption compares!
It's crazy how far ahead Seagate has gotten. WD and Toshiba haven't been making anywhere near the progress, it feels like. Exos drives are crazy high performance and stunningly affordable.
Just out of curiosity, what's the difference?
Seems like all the cool kids are using uv.
And, is there an open source implementation of an agentic workflow (search tools and others) to use it with local LLM’s?
Also none of this is worth the money because it's simply not possible to run the same kinds of models you pay for online on a standard home system. Things like ChatGPT 4o use more VRAM than you'll ever be able to scrounge up unless your budget is closer to $10,000-25,000+. Think multiple RTX A6000 cards or similar. So ultimately you're better off just paying for the online hosted services
SQL is great for relational algebra expressions to transform tables but its limited support for variables and control flow constructs make it less than ideal for complex, multi-step data analysis scripts. And when it comes to running statistical tests, regressions, training ML models, it's wholly inappropriate.
Rust is a very expressive systems programming language, but it's unclear at this point how good of a fit it can be for data analysis and statistical programming tasks. It doesn't have much in the way of data science libraries yet.
Would you potentially add e.g. a Python interpreter on top of such a framework, or would you focus on building out a more fully-featured Rust API for data analysis and even go so far as to suggest that data scientists start to learn and use Rust? (There is some precedence for this with Scala and Spark)
Why would this be a desired feature? The Python ecosystem is a mess, simply having an interpreter in no ways means that you would be able to get your Python script to run, I think its much better to simply do a system call on a Python script against the Python stack in $PATH e.g. use a container based approach
It actually makes sense to have a paid service that makes this abomination less painful. Though they work with VFS Global for collecting the applications and relevant documents, the VFS Global itself is an abomination and doesn't help with the handling of the form filling anyway.
Recently EU streamlined the Schengen visa application process for Turkish citizens as those "visa agencies" that are the official agencies and the only way to apply for a visa for many countries don't actually help with anything and are scamming people by selling the "good hours" for the visa appointment on the black market. An agency was dropped for this and the scams by agencies were listed among the reasons to streamline the application process.
Both with US and EU people are losing scholarships etc. due to outrageous wait times that are sometimes are years ahead or there's an issue with the systems handling the applications.
I guess there must be an opportunity there to fix all this together with smaller stuff like handling transliteration and character encodings, I wonder if some of those scam site are not scams and actually help with it. An AI agent can be useful here.
No clue if this specific instance if scam but such scams have indeed been done before
https://www.bbc.com/news/articles/cdr56vl410go
> According to Ablakwa, a locally recruited staff member and "collaborators" were allegedly involved in a "fraudulent" scheme whereby they extracted money from visa and passport applicants.
> It is alleged that the scheme consisted of creating an unauthorised link on the embassy's website to redirect visa and passport applicants to a private firm where they were "charged extra for multiple services" without the knowledge of the foreign ministry.
> Ablakwa added that the staff member "kept the entire proceeds" in their private account, and that the scheme had been going on for five years.
> Applicants seeking visas were charged unapproved fees ranging from almost $30 (£22) to $60 by the private firm.