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jmartin2683

400 karma · joined December 2, 2012

Senior Engineer @ Zelis Building data tooling and ML inference infrastructure with Rust

james@martn.io

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jmartin2683··on Google Cloud Run cost me $4,676 in 6 weeks with zero traff
You just did what some chatbot told you to do? One provided by the people whose profits you were trying to minimize?

I wouldn’t have expected that to go well.

jmartin2683··on Gridfinity: The modular, open-source grid storage system
Zach is awesome
jmartin2683··on Dolly Parton's Dollywood Express
The guy mentions that he’s never been to Tennessee and I believe him. Clearly he’s not aware of how low the population density is if he thinks trains make for sensible transport there.
jmartin2683··on Samsung is paying $350M for audio brands B&W, Denon, Marantz and Polk
Audiophiles are forced to finally admit that their real hobby is just spending money.
jmartin2683··on Show HN: ArXiv-txt, LLM-friendly ArXiv papers
This would be awesome wrapped in an MCP server/tool call :)
jmartin2683··on Why LLMs still have problems with OCR
My experiences have been the same… that is to say nothing like what is reported here. This is more pitch than info.

Odd timing, too given flash 2.0 release and its performance on this problem.

jmartin2683··on Why LLMs still have problems with OCR
We use Claude 3.5 sonnet to OCR and structure tabular data from PDFs and it’s virtually flawless… orders of magnitude better than Textract (or pretty much any other LLM).
jmartin2683··on Only 1 in 10 Oracle Java users want to stay with Big Red
??? There are lots of examples of this.
jmartin2683··on TSMC begins producing 4-nanometer chips in Arizona
They want war? Someone else’s, at that?

Crazy.

jmartin2683··on Just: Just a Command Runner
I love just! Any way to avoid remembering things is great.
jmartin2683··on Cybertruck's Many Recalls
Cybertruck may be the best example of over-promising and under-delivering of all time.
jmartin2683··on With Core One, Prusa's Open Source Hardware Dream Dies
It’s just another Bambu clone anyway
jmartin2683··on Oasis: A Universe in a Transformer
Why? Seems like a very expensive way to vaguely clone a game.
jmartin2683··on Google CEO says more than a quarter of the company's new code is created by AI
I’m gonna bet this is a lie.
jmartin2683··on The Optimus robots at Tesla's Cybercab event were humans in disguise
The new disclaimer at the beginning of the broadcast was doing some heavy lifting throughout the entire presentation.
jmartin2683··on Building a robust data synchronization framework with Rails
An odd choice of language for something with such robustness and scalability requirements. I love ruby, but for this?
jmartin2683··on Rust needs a web framework
Rust and ‘minimal effort’ have to business being in the same room.
jmartin2683··on Pivotal Tracker will shut down
It just went out of business for… reasons. There are better tools out there nowadays, apparently. Why emulate a sunken ship?
jmartin2683··on Show HN: Void, an open-source Cursor/GitHub Copilot alternative
It’s just been so long since going from ‘head to code’ has been the hard part for me. I’d imagine you have to be very unfamiliar for this to be useful.
jmartin2683··on Learning to Reason with LLMs
Per-token billing will be lit
jmartin2683··on DRAKON
You’d have to be really terrible at writing code for anything like this to be ‘easier’.
jmartin2683··on Programming vs. Software Engineering (Rust vs. Go)
I couldn’t possibly disagree with every point in this post any more. Rust is bad because.. people update things? What?
jmartin2683··on Please do not attempt to simplify this code
It really feels like they’re just reaching for Rust and don’t know it yet
jmartin2683··on NASA says Boeing Starliner astronauts may fly home on SpaceX in 2025
If your company hires more scrum masters and project managers than engineers, this is where you’re heading.
jmartin2683··on HP discontinues online-only LaserJet printers in response to backlash
This is the future that they warned us about.
jmartin2683··on Shipt’s algorithm squeezed gig workers, who fought back
Went looking for a reason to be angry, didn’t find one (quite the opposite!) but meh… just protest anyway lol
jmartin2683··on Shipt’s algorithm squeezed gig workers, who fought back
When you read the article and realize that they’re actually complaining about a raise.
jmartin2683··on Kanban vs. Scrum: What's the difference?
Both are a hot mess in practice. I could imagine a scenario where this ‘flexibility’ in not knowing what you’re building ahead of time may be valuable but I’ve never lived one. I’d rather think it through?
jmartin2683··on AI's $600B Question
This is the type of thing that I’ve only ever read about on the internet and have never heard of a normal person actually doing.
jmartin2683··on Ask HN: Has anyone successfully pivoted from web dev to AI/ML development?
This is essentially what I’ve done, having started 15 years ago with Ruby on Rails and now leading development of most ML-related applications at my current job. I’ve been interested in ML since 2017 or so, just found it interesting.
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