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geooff_

148 karma · joined April 23, 2025

Founder of Springus | springus.io Ex MLE at Meta
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geooff_··on AI coding has made CI a bottleneck, so we reworked ours to keep up
I've been bootstrapping for two years now, just me and AI tooling.

Code moves much faster, product taste doesn't. Once you have your marching orders you can make features 10x faster. Shots off target still miss though. It doesn't matter if your code gets generated 10x faster when it doesn't resonate with users.

geooff_··on Towards Self-Driving Codebases
If you have a logo in the top left corner of your company blog the logo should route to the home page so I can see what product you're actually building.
geooff_··on PCB is brought to you by Fable 5
> ...I was not feeling much of an accomplishment, rightfully so. I used to enjoy the learning and the struggle that came with it.

I feel this as well.

geooff_··on ER visits for gambling disorders doubled after expanded online gambling market
Good call out. I hadn't considered this. Would be interesting to see net.
geooff_··on ER visits for gambling disorders doubled after expanded online gambling market
> In 2024, Ontarians wagered $82.7 billion CAD on these sites through 2.6 million player accounts.

Truly astounding numbers. Without a doubt, online gambling is the most preventable public health crisis of our generation. None of this had any business getting legalized.

geooff_··on ChatGPT Images 2.5
Still far too expensive.

At this point, I'm much more interested in seeing releases for models chasing down prices on "good enough" to unlock new use-cases than I am SOTA.

I've been using Grok Imagine V1 in prod for months now as its quality for my use-case is already more than enough.

geooff_··on OpenAI begins rolling out GPT-6 Astra
Jesus so much marketing slop - release it don't
geooff_··on Muse Spark 1.3
Could this be best intelligence / $ if you're willing to let zuck digest your data?
geooff_··on How Dactyl Works
Their homepage really makes me think that this is actually just an attempt to speedrun cease and desists.
geooff_··on Qwen3.8-Flash-Next
Where are you seeing that? At the bottom of this post from Qwen I see:

Qwen 3.8 flash: $0.16 / $0.47

Compared to

Deepseek 0723: $0.03 / $0.075

(units in USD/m tok)

geooff_··on Show HN: Inertia – Not your Grandfathers animation editor
Amazing, a landing page for an animation tool that doesn't contain a single animation.
geooff_··on My Agent Setup
It's always fun seeing how other people are using these tools.

> Has it been worth it? For the journey, yes, for the ROI, nope.

It's also nice seeing someone experiment without succumbing to AI psychosis.

geooff_··on Show HN: FeyNoBg – Automatic background removal model and training library
I love seeing this. Background removal is such a core task used in so many systems, I group it in with speech to text in terms of importance.

I love seeing maturity getting pushed in this space. Congratulations to you and the team!

geooff_··on Claude Opus 5
FYI: `/model claude-opus-5` works to use it even through `/model` still tries to serve 4.8
geooff_··on Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber
At this point just put the Pareto in the bag bruh
geooff_··on Qwen-Image-3.0: Rich Content, Authentic Details, Deep Knowledge
No pricing table? No benchmarks? This is just marketingslop.

Image token pricing has been fairly steady while text token prices fall, yet image model release discussion seems to be more focused on how beautiful the women the model generates are versus any sort of substantive discussion.

geooff_··on Claude Opus 4.7
I've noticed the same over the last two weeks. Some days Claude will just entirely lose its marbles. I pay for Claude and Codex so I just end up needing to use codex those days and the difference is night and day.
geooff_··on We've raised $17M to build what comes after Git
LLMs have solved the Git problem without any need for other tooling. There is no learning curve anymore. You don't need to know any commands or even look at the CLI. You can explain in plain text what you're trying to do.
geooff_··on Cohere Transcribe: Speech Recognition
My baseline was Jina, A Chinese model provider. I had major issues with their reliability. I have no comparison to provide in terms of offline metrics as I had to do an emergency migration because their inference service has extended downtimes.

My experience with Cohere and interacting with their sales engineers has been boring, I say that is the most flattering way possible. Embeddings are a core service at this point like VMs and DBs. They just need to work and work well and thats what they're selling.

geooff_··on Cohere Transcribe: Speech Recognition
I can't say enough nice things about Cohere's services. I migrated over to their embedding model a few months ago for clip-style embeddings and it's been fantastic.

It has the most crisp, steady P50 of any external service I've used in a long time.

geooff_··on Ask HN: How to be alone?
One other thought to drill deeper into regarding lingering.

I'm the type of guy that always moves with purpose. When I'm done doing something, I'm quick to leave. Looking back on my life so far, I think this has often been mistaken as antisocial.

Every event involving humans is default social. Leaving quickly precludes much of life's social whimsy.

geooff_··on Ask HN: How to be alone?
I'm two years ahead of you in this journey. I got divorced after just over a decade with my partner. Social engagements to me were always ad-hoc. I suck at planning so I often found myself more alone than I'd like.

Looking back on the last two years and auditing what worked, I would say routine and lingering were the most important thing.

Trying new things is mentally draining and labor intensive, this is a fact of life for many. What worked for me was finding something I enjoyed (exercise classes) and doing it consistently multiple times a week at the same place for months. With repetition, it's very easy to make new friends. Complaining about one exercise one week turns into making comments about the music the next, and all of a sudden you're getting coffee with friends.

At the start it was very difficult, and I was very bad, but now I'm part of a community and have many close friends. Its a hour per day most days of the week. It's also a jumping off point for everything else social. It provides purpose and self-confidence. Which are prerequisites for everything else meaningful in life.

geooff_··on Glaze by Raycast
This is just a landing page. There's not even any decent product specs. Nothing technical. How does this make front page of hacker news?
geooff_··on My spicy take on vibe coding for PMs
One thing missing from this discussion is the blast radius of the product or repo in question.

Let PMs land new widgets on internal dashboards or CSS changes in internal tooling. The same way we should be aspiring to build tools for devs to merge these same changes with minimal test plans. You wouldn't call a mechanic to help you turn on your windshield wipers.

Changes in high-risk environments should be gated for people who actually know what they're doing. That high bar should remain high.

geooff_··on Anthropic Cowork feature creates 10GB VM bundle on macOS without warning
I had the same problem but with a bad time machine backup. ~300GB of my 512GB disk, just labeled the generic "System Data". I lost a day of work over it because I couldn't do Xcode builds and had to do a deep dive into what was going on.
geooff_··on Show HN: SplatHash – A lightweight alternative to BlurHash and ThumbHash
This is super cool! I'm wondering what applications typically look like? Send a little hash like this along with a big image to show while decompressing?
geooff_··on Nano Banana 2: Google's latest AI image generation model
Funny timing. I just migrated my personal styling app off of Nano Banana.

My main use case is editing user uploads to enhance their clothing images. A large part of it is preserving logo, graphics and other technical details. I noticed over time it felt like Nano Banana has gotten worse at this.

I have a test set of graphic t-shirts that I noticed the model seeming getting worse with it. This combined with price and the terrible experience of their cloud console got me to migrate off.

geooff_··on Ggml.ai joins Hugging Face to ensure the long-term progress of Local AI
As someone who's been in the "AI" space for a while its strange how Hugging Face went from one of the biggest name to not a part of the discussion at all.
geooff_··on Bridging Elixir and Python with Oban
I disagree, using python for a web-server and something like celery for background work is a pretty common pattern.

My reading of this is it more or less allows you to use Postgres (which you're likely already using as your DB) for the task orchestration backend. And it comes with a cool UI.

geooff_··on Rethinking High-School Science Fairs
Where I grew up there was no "Science Fair Circuit" like described in this article. Science fairs where a way for young kids (aged 8-10) to test silly hypothesis. There was no feeding into national fairs or anything like that.

I remember one being how fast bean sprouts grew when watered with different liquids (Water, Olive Oil, Wine, Coke, ect). An idea a kid came up with and tested with only minimal help from parents.

To me they should be about exploring independent ideas. I love the Adam Savage quote: "Remember kids, the only difference between screwing around and science is writing it down". To me this is what they should capture.

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