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axpy906

344 karma · joined May 15, 2021

Opinions are my own. On my phone so forgive typos.
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axpy906··on The Faroes
It looks to me to be a Danish thing as I’ve seen that pattern in pictures of Greenland too.
axpy906··on Comprehension debt: A ticking time bomb of LLM-generated code
I get what the author is saying but isn’t that why we have problem solving, test coverage and documentation?
axpy906··on Evals in 2025: going beyond simple benchmarks to build models people can use
My thoughts were this. The moment it is public it’s probably in the training data set. The real evals are the ones that you have to make an a problem you’re trying to solve and the data you are using.
axpy906··on Generative AI as Seniority-Biased Technological Change
It’s really hard to adjust for economic factors here. I am in agreement with skepticism in this thread as job numbers got revised downward heavily in both 2024 and 2025 (too negatives in some months) indicating a poor economic situation.
axpy906··on Crossing the Atlantic Ocean. Alone. By Stand-Up-Paddleboard
Naive question - how will he handle storms? This is hurricane season.
axpy906··on You don't want to hire "the best engineers"
AI Engineer. Lots of candidates that want to be one but not many with actual experience, is the problem I’ve heard.
axpy906··on You don't want to hire "the best engineers"
Seems like the author is a bit frustrated from unrealistic expectations. Hits home as we’ve not filled a role for over six months.
axpy906··on Wikipedia as a Graph
Totally random comment: There used to be this graph game back in the day about degrees of separation from Kevin Bacon. Seeing Albus Dumbledore 3 nodes away from poker reminded me of that. You can link a graph to all kinds of things.
axpy906··on DeepSeek-v3.1
Hmm. It’s still not close to paid frontier on SWE bench.
axpy906··on Good system design
It’s under appreciated how many of us fall for over engineering. I’ve been there. Just the other day I had coworker suggest that our startup not use cloud blob storage because it’s unreliable and we should build our own.

Maybe it’s just harder to design with something simple that is possible to extend and build on. Maybe I am missing something. That said I agree with the author from my decade of experience.

axpy906··on Keep Pydantic out of your Domain Layer
The trouble I have with pedantic is that everything is immutable. There are use cases where I need mutability and it’s not bad but a trade off.
axpy906··on Hulk Hogan Has Died
Sad but not surprising it was due to Cardiac problems. He was famously using steroids and then there was the 1980s.
axpy906··on US AI Action Plan
This probably a stupid question but do solar and batteries depend on rare earth metals and their supply?
axpy906··on Anthropic tightens usage limits for Claude Code without telling users
I agree. It’s a lot faster to tell it what I want and work on something else in the meantime. You end up ready code diffs more than writing code but it saves time.
axpy906··on Pentagon to terminate $5.1B in IT contracts with Accenture, Deloitte
Didn’t they at one point fail to account for Trillions of dollars in their budget? How do you do that? The scale for me is unimaginable.
axpy906··on Show HN: Qwen-2.5-32B is now the best open source OCR model
Yup, they did.

The beauty of version control: https://github.com/getomni-ai/benchmark/commit/0544e2a439423...

axpy906··on Show HN: Duolingo-style exercises but with real-world content like the news
Suggest to get rid of drag and drop for multi choice or something else. Tried doing on mobile and it’s a bit difficult.
axpy906··on Ask HN: Difficulties with going back to school
I feel you. I am 43 and have two kids and already have a masters but not in CS. I want to go back because even though I am working in industry for quite some time, their a foundational gaps I have since I learned things on the fly. Very little time between work and life to do so, and at the end of the day, really have a hard time justifying cost when I’ve got so much experience already…
axpy906··on Pen and Paper Exercises in Machine Learning (2022)
Love it.
axpy906··on Career Advice in 2025
The blog confused me. The author opens with senior leaders but does not distinguish between ic and managers. That is a very important difference and the way they are written is somewhat interchangeable at the start but I don’t think that’s necessarily correct.

Managers and senior ics are both facing unique challenges now. However, they are very different and don’t have a lot in common.

For me, as a senior ic, it’s having the right skills and staying afloat in this challenging environment. For the middle managers, from what I can see, it’s not being redundant as Mark Cuban recently pointed out.

axpy906··on MongoDB acquires Voyage AI
Unironically, this.
axpy906··on Gold Is Worth More in New York
Fort Knox was not shown publicly since 1974
axpy906··on All Kindles can now be jailbroken
Before you do that would suggest you check out Boox.

I am very surprised to scroll this thread and see Kobo call outs but not Boox.

No need to jailbreak as highly customizable.

axpy906··on Obscure islands I find interesting
Reminds me of the StarCraft map looking at it.
axpy906··on Classic Data science pipelines built with LLMs
I’ve come to this same conclusion. Been able to code up something that would’ve taken me a week to do back in the day with Claude in 2 hours. I’ve given canvas csvs and seen it run analysis on them in minutes that would’ve take me day to do when I used to run R scripts and throw them into slides. This probably just the beginning too…
axpy906··on The King in Yellow
I learned about this through “ The Call of Cthulhu” table top rpg. Great book.
axpy906··on Introducing deep research
Don’t most researchers have a local setup plugged into Olama so that they do NOT share their search information?
axpy906··on Ask HN: Where to Work After 40?
I am turning 43 and trying to figure things out as well. I am at the point in my life where the most important thing to me is not work. I just want a balanced 9 to 5 without toxicity or high demands. Is such a thing possible in this industry? If so where?
axpy906··on KAG – Knowledge Graph RAG Framework
Came here to say this and glad I am not the only one. Building out an ontology seems like quite an expensive process. It would be hard to convince my stakeholders to do this.
axpy906··on A Replacement for BERT
Don’t forget ELMO. The bi-lstm.
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