Hacker News: aaronds

New comment by aaronds in "Ask HN: Who is hiring? (June 2026)"

aaronds — Wed, 03 Jun 2026 12:38:50 +0000

Neuralk AI | Field Engineer | Full-time | Hybrid (Paris/London)

We are a seed stage startup building Tabular Foundation Models (TFM). This is an emerging space with huge potential.

LLM's like Claude take text as input and produce text. Model's like nano banana take text as input and produce images. Tabular Foundation Models take rows/columns as input, and produce predictions.

The world is sitting on huge amounts of structured data that isn't being used to its potential. Making predictions is hard. Today, most folks are building, training, maintaining their own models. A bit like you'd need to have done back in 2019 with LLM's.

We want to change that. We're looking for an early career Field Engineer to help build out demos, docs, resources, integrations as well as driving product adoption directly with customers. Someone who is passionate about building, has shipped real software (or predictions), has experience with Python and data science fundamentals.

If you're looking for something a bit different than just "hands on keyboard" engineering, and enjoy business as much as tech, this could be for you.

Feel free to reach out at aaron.stillwell@neuralk-ai.com

New comment by aaronds in "Netbird – Open Source Zero Trust Networking"

aaronds — Sun, 01 Feb 2026 11:23:32 +0000

A bit lower level than most things discussed here but on the topic of overlay networks, I’ve used nebula for years and can recommend it

https://github.com/slackhq/nebula

New comment by aaronds in "Ask HN: What are you working on? (January 2026)"

aaronds — Mon, 12 Jan 2026 09:31:41 +0000

I run AssetRoom, which sends AI summaries of SEC filings. Found myself wanting a quicker way to discover interesting companies and hear what others think about them.

So I added a weekly poll. I pick a stock, show some key facts, and let people vote and discuss whether it’s overvalued or a hidden gem. Takes a few minutes, usually learn something.

https://www.assetroom.net/diamond-or-dud

New comment by aaronds in "Pricing Changes for GitHub Actions"

aaronds — Wed, 17 Dec 2025 08:55:39 +0000

By default free plans can run 5x concurrently on self-hosted, 20x minimum for all paying customers, and yes there's a "talk to sales" for >20x on the pricing page

New comment by aaronds in "Pricing Changes for GitHub Actions"

aaronds — Wed, 17 Dec 2025 07:43:53 +0000

Good to know - and I can see the confusion on that page - I'll pass on the feedback, thanks!

New comment by aaronds in "Pricing Changes for GitHub Actions"

aaronds — Tue, 16 Dec 2025 23:36:38 +0000

Can you send a link to the page you’re looking at? Thanks!

Pricing should mostly just be users + build minutes (for cloud runners) + storage. There is a few other optional, feature specific costs. Self hosted runners are free, but you need to self host caches/workspaces - our native ones have an egress bill to self hosted runners.

New comment by aaronds in "Pricing Changes for GitHub Actions"

aaronds — Tue, 16 Dec 2025 23:09:41 +0000

Is that because you have loads of users? (curious CircleCI employee here)

New comment by aaronds in "Ask HN: What Are You Working On? (December 2025)"

aaronds — Mon, 15 Dec 2025 06:43:56 +0000

Created a community based poll where we vote and comment on a different stock every week.

https://www.assetroom.net/diamond-or-dud

Would love feedback.

Show HN: Diamond or Dud – Vote on and discuss a different stock every week

aaronds — Fri, 05 Dec 2025 19:02:32 +0000

I like finding and reading about companies but struggle to find the time.

So I started a weekly poll: I pick an interesting company, show some key facts and figures, and let the community vote and discuss - overvalued or hidden gem? A few minutes a week to discover a new company or see what others think about one you know.

Starting with Palantir this week. Would love HN's take.

Cheers!

Comments URL: https://news.ycombinator.com/item?id=46165735

Points: 4

# Comments: 0

New comment by aaronds in "Ask HN: What are you working on? (March 2025)"

aaronds — Mon, 31 Mar 2025 13:48:29 +0000

Thanks! Will make a note of this, for sure scope to make them easier to digest.

New comment by aaronds in "Ask HN: What are you working on? (March 2025)"

aaronds — Mon, 31 Mar 2025 13:08:17 +0000

just seen it- i think you made a typo in your email (.clm instead of .com) - I'll correct and re-send!

New comment by aaronds in "Ask HN: What are you working on? (March 2025)"

aaronds — Mon, 31 Mar 2025 12:47:20 +0000

I'm working on AssetRoom, a free service to email you noise-free, easy to digest summaries of SEC filings from companies you're interested in.

I often read about interesting public companies (from an investment perspective or otherwise), but fail to then keep up with them over time (sometimes reading many months/years later how successful they were - or not!). I built this to make an easy way for me to follow updates from said companies.

https://www.assetroom.net/

New comment by aaronds in "Ask HN: What are you working on (March 2025)?"

aaronds — Wed, 19 Mar 2025 21:50:05 +0000

I'm working on AssetRoom, a free service to email you noise-free, easy to digest summaries of SEC filings from companies you're interested in.

https://www.assetroom.net/

Microsoft was blindsided by OpenAI's ouster of CEO Sam Altman

aaronds — Fri, 17 Nov 2023 23:42:38 +0000

Article URL: https://www.axios.com/2023/11/17/microsoft-openai-sam-altman-ouster

Comments URL: https://news.ycombinator.com/item?id=38312372

Points: 697

# Comments: 247

New comment by aaronds in "Mike Perham, Creator of Sidekiq: From Employment to Independence"

aaronds — Fri, 14 Apr 2023 20:15:02 +0000

Totally. But regardless lots of ideas get funded that turn out not to be "venture scale" and many at an early stage that do not even get to $10m ARR.

New comment by aaronds in "Mike Perham, Creator of Sidekiq: From Employment to Independence"

aaronds — Fri, 14 Apr 2023 19:41:29 +0000

That is absolutely absurd that you have built something many have tried and failed to do with millions of dollars of venture capital behind them, all on your own.

Genuine kudos to you, you should be an inspiration to any indie hacker.

New comment by aaronds in "We want to fix GitHub Actions"

aaronds — Tue, 12 Oct 2021 21:15:51 +0000

Like this? https://circleci.com/docs/2.0/parallelism-faster-jobs/

New comment by aaronds in "GoDaddy injecting JavaScript into websites and how to stop it"

aaronds — Sun, 13 Jan 2019 10:36:33 +0000

+1 for iwantmyname - such a simple service - does exactly what I want without any fuss

New comment by aaronds in "Upload Images to S3 in GraphQL Using Rails and Paperclip"

aaronds — Tue, 10 Oct 2017 07:45:33 +0000

The S3 SDK allows you to generate a URL that can only be used to upload to a specific path (+ there are other constraints you can enforce, file size / mime type etc)

New comment by aaronds in "Show HN: Amazon S3 API Support for Backblaze B2 Cloud Storage Service"

aaronds — Wed, 04 Oct 2017 12:32:08 +0000

Correct, I have no need for the original filename in most cases. If I did want this info, for example if I was building a file browser type thing (ala dropbox), then sure I'd keep that in the db.

Personally I'm uploading directly from the browser to S3 using presigned URL's. All files get uploaded to a /tmp directory in my bucket. This bucket is configured so that all files in /tmp are deleted after 1 day (to remove any unsaved uploads). When a form is submitted, I pass the key to the temporary file in the form (via e.g ) and create the associated database record. I then move the file from its temporary location to its permanent one upon saving said record.

Feel free to email me to continue this discussion - email address is on my profile.