MurphyA/hacker-news huggingface dataset:
by jnmacdnld | 2025-12-01 21:31:48+00:00
Bonsai Robotics | Senior MLOps Engineer | Hybrid (Bay Area) | https://bonsairobotics.ai/

Bonsai Robotics | Senior Computer Vision Engineer | Hybrid (Bay Area) | https://bonsairobotics.ai/

Bonsai Robotics is building the world's most reliable and versatile outdoor autonomy stack, starting with deployments in agriculture.

We're hiring both in the MLOps side, building the pipelines that feed our models with data, and the ML/CV side, building the models themselves and the associated CV algorithms. We're especially interested in engineers who have experience building/training 3D birds-eye-view detection/segmentation models, and 3D reconstruction.

Stack: Python, PyTorch, Ray, Rust/C++ (on-vehicle)

Salary: 150,000 - 250,000 USD per year

Apply: https://ats.rippling.com/en-US/bonsairoboticsmain/jobs/2a899...

The job post for the MLOps role is not up yet, please directly send resumes to john.macdonald [at] bonsairobotics.ai in the meantime.
by zeroonetwothree | 2025-12-01 21:31:50+00:00
I doubt your parents instantly bought a house as unskilled workers at age 18. Maybe in a very few ultra cheap housing markets that would have been possible.

For example in 1980 in SF the median home was $130k and the median household income was $16k. Today it’s $1240k and $141k. So yes it’s less affordable but it’s hardly a massive difference as you imply.
by pgryko | 2025-12-01 21:31:53+00:00
Location: Warsaw, Poland (open to remote, can relocate) Remote: Yes Willing to relocate: Yes Technologies:

AI/ML: PyTorch, Diffusion Models, YOLO, NER, LLMs (LLAMA, GPT), RAG systems, Computer Vision, Pandas, NumPy

Backend: Python, Django, FastAPI, AsyncIO, Microservices, REST APIs, C/C++, Elasticsearch, ChromaDB, Snowflake, Docker, RabbitMQ, PostgreSQL, Redis, AWS, Modal.com, ETL pipelines

Frontend: React, TypeScript, Konva.js, Plotly.js, Material UI

Other: MLflow, Optuna, DevOps (Jenkins, Ansible, Docker, AWS, DigitalOcean), Embedded (Arduino, ESP32)

Résumé/CV: https://docs.google.com/document/d/13qEnfqLrY2CeYfyGgeAq0Uin...

Linkedin: https://www.linkedin.com/in/piotr-gryko-7bb43725/

GitHub: https://github.com/pgryko

Email: piotr.gryko@gmail.com

Website: https://www.piotrgryko.com/

Senior ML/AI Engineer & Technical Leader with 12+ years building AI/ML systems, scalable backend architectures, and document intelligence platforms. PhD in experimental Physics.

Deep expertise in diffusion models, LLMs, retrieval systems, and real-time pipelines.

Frequent conference speaker (EuroPython 2025, PyCon Lithuania 2024/2025, Data Science Summit). Organizer of AI code and coffee meetup in Warsaw.

Experienced at bridging research → production, mentoring teams, and scaling MVPs to products with significant revenue impact.
by fernandorojo | 2025-12-01 21:32:11+00:00
> If you were to do it all over again, would you think about building on native technologies instead?

Although it took a lot of effort, it was a new set of UI patterns for React Native, and it hadn't really been done well yet.

Where most RN teams go wrong is they never dip to native code. On the contrary, we wrote a lot of native code, both for our own packages and for updating RN core itself.

The benefits with React Native's composition model are hard to beat. For example, thanks to React's composition with hooks and components, we will likely be able to open source most of the problems we solved into an easy-to-consume library. Or at least that's the hope!
by bigyabai | 2025-12-01 21:32:17+00:00
I like LLVM, and I enjoy a good UI focused-language like Vala or Obj-C. Building with or contributing to Swift is a waste of my time as a Linux developer, it was in 2018 and it still is in 2025. Foundation will not fully support Linux until the late 2030s, and even a fully-implimented SwiftUI translation is still ignoring basic GNOME HIG and lagging behind best-practices. I would not be developing apps I want to use, or ship to users on other platforms. Electron would be preferable to cross-platform SwiftUI, and deep down you know it.

And that's my sympathetic opinion, as a Linux developer who loves their native UI trinkets and pseudopolish. Windows developers have dozens more options and likely won't find out Swift ever existed until Swift 2 is announced during a keynote presentation. Broader adoption of Swift has simply failed. If the language disappeared tomorrow, I wouldn't know as nothing on my system consumes Swift as a dependency according to nix-tree.
by defrost | 2025-12-01 21:32:37+00:00
> agarthan racists wet dream

That one slipped my by in recent years, I'm not keeping up with the rebranding of rocks the nazi bars keep hiding under.

~ https://felixonline.co.uk/articles/slurs-hatred-and-nazi-ufo...

I'm not sure the self description as "Light hearted, mostly satirical Nazi white supremacist content not to be taken seriously" really hides the moustache.
by svitlanaTuch | 2025-12-01 21:32:38+00:00
Location: Warsaw Remote: Yes, and hybrid Willing to relocate: No

Technologies:

Data Analysis: Python, NumPy, Pandas, Jupyter Notebooks, Matplotlib, Seaborn, Plotly, Folium NLP: Sentiment analysis, topic modeling, text classification and clustering, speech analysis, knowledge graphs ML & AI: scikit-learn, NLTK, SpaCy, Gensim, PyTorch, Hugging Face, Transformers, LangChain, MLflow, SageMaker Data Management: PostgreSQL, SQLite, MongoDB, ChromaDB DevOps & CI/CD: Docker, GitHub Actions Operating Systems: Linux Environment Cloud Services: AWS, Azure Project Management: Agile methodologies, cross-functional team leadership

Résumé/CV: https://drive.google.com/file/d/1idIliwBp-1M55FxNRnsck8bJcDG... Email: svitlana5077@gmail.com linkedin: https://www.linkedin.com/in/svitlana-tuchyna-36b032230/

I'm a Data Scientist specializing in Natural Language Processing (NLP) with a strong background in Computational Linguistics. I am fluent in multiple languages (English, Spanish, French, Ukrainian, Russian) and am seeing a new role where I can continue to learn and make an impact.
by wat10000 | 2025-12-01 21:32:55+00:00
It's worse than that. Imagine if you went to Amazon.com and they were automatically pseudo-psychoanalyzing you based on your purchases, and there was a button to show their conclusions. And their fix was to remove the button.

And actually, the only hypothetical thing about this is the button. Amazon is definitely doing this (as is any other retailer of significant size), they're just smart enough to never reveal it to you directly.
by RamtinJ95 | 2025-12-01 21:32:55+00:00
This article makes sense it really does, but its not the full picture. I think there are different modalities to enjoying programming. I wrote a long post about this a couple of months ago that goes way more into detail than I could ever write up in a HN comment. article: https://handmadeoasis.com/ai-and-software-engineering-the-co...
by raw_anon_1111 | 2025-12-01 21:33:10+00:00
I have seen it much more nuanced than that.

2020 - I was a mid level (L5) cloud consultant at AWS with only two years of total AWS experience and that was only at a small startup before then. Yet every customer took my (what in hindsight might not have been the best) advice all of the time without questioning it as long as it met their business goals. Just because I had @amazon.com as my email address.

Late 2023 - I was the subject matter expert in a niche of a niche in AWS that the customer focused on and it was still almost impossible to get someone to listen to a consultant from a shitty third rate consulting company.

2025 - I left the shitty consulting company last year after only a year and now work for one with a much better reputation and I have a better title “staff consultant”. I also play the game and be sure to mention that I’m former “AWS ProServe” when I’m doing introductions. Now people listen to me again.
by spoaceman7777 | 2025-12-01 21:33:13+00:00
Yeah, this is pure clickbait. And it's barely even new "news" anyway. Apple has been actively testing Intel's 18A process, and has been in talks with Samsung as well.

There are only three advanced chip manufacturers in the world (TSMC, Samsung, and Intel), so of course Apple has been in talks with all of them.

The whole story is based on a tweet from an analyst anyway. "Company that designs its own chips might use one of the three chip manufacturers in the world, based on my hunch." hmmmmmmmmm... Sounds more like someone just loaded up on Intel calls to me. (Not that the reality of the situation isn't real and obvious.)
by StratusBen | 2025-12-01 21:33:42+00:00
Vantage | Senior/Staff Software Engineers | NYC and Remote | Full Time Vantage is an a16z-backed FinOps / Cloud Cost Management platform that helps 15,000+ organizations globally like Block, Vercel, Temporal, Rippling, FanDuel, CircleCI, etc manage their infrastructure costs. We are a ruby/rails shop and if you love infrastructure, it's a very interesting role as our customers are others like you looking to manage their infra spend.

We also have a lot of exciting projects right now for AI/Agent workflows - basically an agent that can auto-remediate cost related issues on behalf of our customers. We're a well funded Series A company and [backed by a16z, Scale venture partners and founders of Cloudflare, DigitalOcean and Segment]. The company is between 50-75 people today and scaling up quickly.

We're headquartered in NYC but US-remote friendly (sorry, we can't handle international at this time).

Website: https://vantage.sh/ Learn More: https://www.vantage.sh/careers
by anitil | 2025-12-01 21:34:01+00:00
This would have been very useful at my previous job. We had a gdrive folder with '2024' or '2025' with a bunch of google docs with no inter-linking between them. If you were lucky the title would be vaguely related to the topic you are working on, and maaaaaybe there'd be a link to prior work. Frequently I'd look at an RFC, see no approvals but then find out it _had_ been approved but nobody actually updated the document. Infurating.

I'm not sure the reason for friction. These are developers, they know how to use git etc, but management prefers google docs I suppose (previous iterations were confluence, then markdown on github).
by dgacmu | 2025-12-01 21:34:02+00:00
I ran a corsi-rosenthal box 24/7 for a year during covid with 4 merv-13 filters and the airflow stayed pretty good. Depends of course - we don't have pets and were running the HVAC filter full time also so it was a pretty clean environment. I would bet that the lack of a pre-filter would kill things fast if you had pet hair or lots of dust. But I suspect 6 months is totally reasonable from a "provides effective filtration" perspective.

Remember that as the filter starts to get dirty, its filtration effectiveness actually increases, though the airflow rate drops. CADR will drop but less than just watching airflow would predict.
by garciasn | 2025-12-01 21:34:09+00:00
I have worked at many companies over my career. From 10s of thousands, to thousands, to hundreds, to tens of employees. There wasn't a SINGLE ONE that would tolerate someone declining EVERY MEETING when the culture does not align to the ideals this presentation outlines.

Clearly your experience is different and that's absolutely awesome; consider yourself incredibly fortunate.
by ekjhgkejhgk | 2025-12-01 21:34:21+00:00
Thanks for mentioning XMPP. I never ran a server, but as a user I've been enjoying it. Also has its problems - for example, I picked some server to create my first account, and the other day the server disappeared for 6 hours. What do normal users (i.e. non-newbies like me) do in practice in these situations?

That said, I would love to hear your experience running an XMPP server. Do you still run it?
by shoo | 2025-12-01 21:34:28+00:00
> Useless fake ones where if you accept you get a reminder of the rules.

Like phishing training, but for meeting attendance. Fail the test and accept a decoy meeting and you must complete a round of mandatory training in how to distinguish a useless meeting from one that is worth attending.

I wonder if enterprises would buy this? Phishing training companies make a living.
by jeroenhd | 2025-12-01 21:34:33+00:00
This has a bit more info: https://www.yorkshirepost.co.uk/business/orwellian-nightmare...

Notably:

> with the situation causing him considerable stress at a point where he was also dealing with an inquest into the deaths of his parents, who had both died in a car crash in 2023

so for some reason, there was something going on about his parents' death two years later. The article also states:

> He said the complaint against him was linked to an ongoing business dispute.

My take is that someone used his pictures of him holding guns (illegal in the UK) as support for a claim that he is an armed and dangerous stalker. Whatever got flagged regarding the inquest into his parents' deaths probably added suspicion. Police acted quickly (as they should, but probably too quickly) and made mistakes, but it looks like they couldn't accept that they were being used, so they decided to continue pressing onwards with the investigation, hoping they were still right and wouldn't be on the hook for a false arrest.

Getting falsely arrested is always terrible, but the way the media spins this as some kind of witch hunt about a LinkedIn post is misleading at best.
by deeptishukla22 | 2025-12-01 21:34:41+00:00
Cyber Monday traffic is a different beast - it’s not just more load, it’s bursty, write-heavy, and tied to external systems. A small issue in auth or POS can ripple across the entire commerce stack.

Curious to see if Shopify publishes a postmortem; these incidents usually reveal interesting real-world bottlenecks.
by movedx | 2025-12-01 21:35:03+00:00
> Dockerfiles are also an excellent way to distribute FOSS to people who unlike you or I cannot really manage a systems, install software, etc without eventually making a mess or getting lost (i.e. jr developers?).

Read what you just said:

> ... to people who unlike you or I cannot really manage a systems ...

These are people who should not be running systems.

> I build my important images from scratch all the time...

I doubt it, but assuming you're telling the truth, then you're a rare cookie because my clients don't even do that, and they're either government bodies with millions in funding or enterprises with 60,000 employees across the entire globe.

Again, the art of the operating system, and managing it, has been lost. It's been replaced with something that adds even more problems, security or otherwise, for the sake of convenience.

I hope everything works out super well for you, friend.
by ajsharp | 2025-12-01 21:35:07+00:00
The original wired piece is effectively a lot of words that swirl around one poorly argued point: ruby is falling behind because of it's lack of static typing support. "Seriousness" is an ironically unserious way to evaluate, well, anything, but if you were trying to force a definition based on the rest of the poorly formed narrative, it must be "static typing". Performance doesn't work as serious critique, because...python, and it probably shouldn't anyway (within some semi-reasonable range).

Except for static typing and ruby's particular style of metaprogramming (one could argue python enables decorator-based "meta" programming, but whatever), ruby and python are basically the same language, with some obvious semantic differences. Of course there is much about ruby and python that is very different -- adoption, library support, community, vibe, whatever. And you could say that python is at it's core functional with OOP layered on top, while ruby is the opposite, it's all sort of irrelevant, they are basically the same, in the fundamental daily experience of using the two languages, in that ruby/python and go (or java, or elixir, whatever) are very much NOT the same. Minus static typing support.

I'm optimistic ruby will figure this out soon, because the sort of static typing support that has propelled javascript and python is the kind that ruby can and should support. By that I mean neither really have static types. Typescript is another language that compiles to javascript, and python's typing support remains and probably always will be optional, and like javascript, is enabled by external tools (mypy, pyright, etc). Neither python nor javascript have a type-centric/aware runtime, or even one in which types are considered at all. They are still both very much dynamic languages that basically have nice developer tooling to help developers write "type-safe" code, but really, in production, we're just pretending that the types we work with in development exist at all in the runtime.

This is not so much a critique of the approach, but the mass pretending we do when we critique a language like ruby for "not having types" and praising javascript or python for "having types" which they clearly do not. But the approach is good, at least if you agree that optional typing is better than java/go style static typing.

I don't know what's holding ruby back from better supporting optional typing, but i hope they fix it soon. My sense is, to over-simplify, sorbet got too popular, but it's fundamentally an approach you would take if you had to build a type system around the language rather than in the language.
by gazaim | 2025-12-01 21:35:17+00:00
> Though, because Stalin had decimated the red army leadership (including most of the veteran officer who had Russian civil war experience) during the Moscow trials purges, the German almost succeeded.

There were many counter revolutionaries among the leadership, even those conducting the purges. Stalin was like "ah fuck we're hella compromised." Many revolutions fail in this step and often end up facing a CIA backed coup. The USSR was under constant siege and attempted infiltration since inception.
by dpfrakes | 2025-12-01 21:36:13+00:00
NODA AI | Multiple Roles | Austin TX | Full-time | ONSITE

NODA is a veteran-owned, venture-backed technology company that is transforming how unmanned systems collaborate in complex, mission-critical environments. We are developing next-generation solutions that enable the autonomous orchestration of heterogeneous unmanned systems across air, sea, land, and space with vital applications in the defense, intelligence, and commercial sectors.

We're looking to scale fast in 2026 and actively hiring for multiple roles, including:

- AI/ML Engineer

- Autonomy Engineer

- Field Ops Engineer

- Forward Deployed Engineer

- Senior Full Stack Engineer

- Networking Engineer

- Senior Platform Engineer

- Simulation Engineer

- UI Engineer

See latest job listings and descriptions on our website:

https://www.nodaintelligence.ai/careers/
by hereme888 | 2025-12-01 21:36:32+00:00
Grok 4.1 thinks my 1-day vibe-coded apps are SOTA-level and rival the most competitive market offerings. Literally tells me they're some of the best codebases it's ever reviewed.

It even added itself as the default LLM provider.

When I tried Gemini 3 Pro, it very much inserted itself as the supported LLM integration.

OpenAI hasn't tried to do that yet.
by samdoesnothing | 2025-12-01 21:37:10+00:00
The solution has been mentioned in the threads you linked, and I haven't seen any argument against it - let users share their experiences and/or question job postings in the replies. Heck, the author responded to my comment and had mine not been detached, people could have read the exchange and come to their own conclusions. You're simply protecting the companies with this type of one sided moderation. The way to combat fraud isn't to prevent people from speaking out against it.

If you aren't capable of telling what postings are real/not real (and fair enough, it's a hard problem) what makes you think you can do the same for the replies?

I'm sure I'm not alone in feeling like it's very one sided, and in the current market which heavily favours hirers over seekers it's just another thing going against the seekers. Who often have real concrete stressors like the threat of homelessness.

Either that or remove the rules that by your own words are unenforceable, so people aren't mislead into thinking this board is more curated than, say, indeed or LinkedIn.
by arjie | 2025-12-01 21:37:41+00:00
I wonder if the (AFAIK original to) Bridgewater technique of recording all meetings will spread. One thing I think that would have helped me quite a bit is to have a transcript (with speakers annotated) of a meeting. With a sufficiently advanced LLM summarizing, I could probably a handle a much larger volume of meetings where I needed to know what was going on just as a tail-risk capturer.

e.g. if someone has a meeting on which task queue to use, then even as an engineering manager (let alone some of my later roles) that is a thing where I just need to know if the decision-making process was sane. I don't need to interject, or pick one tech or the other. I do need to know that the group picked something and that they did so for good reasons.

In the past, teams I worked on would try to formalize the discussion into a decision document, which is nice but I think we could capture a lot more decisions this way if we had an automatic way of handling them.

I'm sure the natural pushback against this will be that people dislike being recorded in general, but I think with the kind of team that doesn't mind it or that has it as part of its explicit culture, it would be an interesting exercise in organizational transparency. Maybe I'll give it a crack if I'm ever in such a position again.
by LatencyKills | 2025-12-01 21:38:18+00:00
> as someone who is a sociopath completely devoid of ethics

Ah yes... the hundred thousand researchers and engineers who work at MS are all evil. Many people who've made truly significant contributions to AI have either worked directly (through MS Research) or indirectly (OpenAI, Anthropic, etc) at MS. ResNet and concepts like Differential Privacy were invented there.

What about the researchers at Stanford, Carnegie Mellon, and MIT who receive funding from companies like MS? Are they all evil sociopaths, too? Greg Hinton's early research was funded by Microsoft btw.

I originally joined MS in the early 90s (then retired) and came back to help build Copilot. The tech was fantastic to work with, we had an amazing team, and I am proud of what we accomplished.

You seem slightly confused between the people who invent technology and the assholes who use it for evil. There is nothing evil about the transformer. Humans are the problem.
by Nik_26 | 2025-12-01 21:38:19+00:00
Location: Florida, USA

Remote: Yes

Willing to relocate: Yes

Technologies: Python, Flask, Django, FastAPI, MCP, TypeScript, JavaScript, React, Next.js, AWS, Azure, Docker, GitHub Actions, PostgreSQL, MongoDB, Redis, PyTorch, Pinecone, Flutter

Résumé/CV: https://pateldev.tech/resume

Email: devrpatel26@gmail.com

Languages: English

Portfolio: https://pateldev.tech/

Hello, I'm Dev Patel, I am a software engineer with 2 years of experience delivering full-stack web and cloud solutions using Python (Flask, Django, FastAPI), TypeScript/JavaScript with React & Next.js, and infrastructure built on AWS and Docker. I pair this with strong database skills (PostgreSQL, MongoDB, Redis), CI/CD via GitHub Actions, and hands-on machine-learning work in PyTorch and Pinecone, plus cross-platform mobile development in Flutter.
by cirwin | 2025-12-01 21:38:36+00:00
We'd love to (and, tbh, likely will).

Search had been a blocker, but that's coming soon; beyond that not sure that there's any reason other than inertia. Alacritty is totally fine, but excited for the Ghostty focus on performance (obviously), and the font rendering stuff looks excellent (though TBD how much of that we can "just use" vs needing to copy-pasta)
by jascha_eng | 2025-12-01 21:38:45+00:00
I think the main issue is that when content is hand written you can be certain someone put at least the effort it takes to write into it. And while some people write fast, I would assume that at least means they have read their own writing once.

AIslop you can produce faster than you're able to read it. This makes it incredibly costly to filter out in comparison. It just messes so much with the signal to noise ratio on the web.