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geooff_

243 karma · joined April 23, 2025

Founder of Springus | springus.io Ex MLE at Meta
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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.

geooff_··on EU bans the destruction of unsold apparel, clothing, accessories and footwear
It's about preserving brand image. Destroying a product is favourable compared to selling it at a discount and making the brand you spent so much marketing appear "cheap".
geooff_··on AI agent opens a PR write a blogpost to shames the maintainer who closes it
We need a standard way of identifying agents/bots in the footers of posts. I even find myself falling for this. I use Claude Code to post a comment on a PR on behalf of myself, but there's nothing identifying that it came from an agent instead of myself. My mental model changes completely when interacting with an agent versus a human.
geooff_··on Launching My Side Project as a Solo Dev: The Walkthrough
It's refreshing to see a realistic (and familiar) product story laid out. I've gone through this exact process (Thankfully I didn't try to self-host email) trying to launch products.

Congratulations on getting it out the door!

geooff_··on We tasked Opus 4.6 using agent teams to build a C Compiler
Maybe I'm naive, but I find these re-engineering complex product posts underwhelming. C Compilers exist and realistically Claudes training corpus contains a ton of C Compiler code. The task is already perfectly defined. There exists a benchmark of well-adopted codebases that can be used to prove if this is a working solution. Half the difficulty in making something is proving it works and is complete.

IMO a simpler novel product that humans enjoy is 10x more impressive than rehashing a solved problem, regardless of difficulty.

geooff_··on Xcode 26.3 – Developers can leverage coding agents directly in Xcode
It doesn't interact with sim. You still need XcodeBuildMCP for that. Hopefully future releases implement this functionality.
geooff_··on Xcode 26.3 – Developers can leverage coding agents directly in Xcode
XcodeMCP (Native MCP added in 26.3) Implements this with RenderPreview

RenderPreview: Builds and renders a SwiftUI #Preview, returns snapshot

geooff_··on Xcode 26.3 – Developers can leverage coding agents directly in Xcode
100% I hope they open more of the tooling to MCP, Xcode Instruments with real MCP support would be huge.
geooff_··on Xcode 26.3 – Developers can leverage coding agents directly in Xcode
This is huge news. Human-in-the-loop development is essential for actual software velocity gains. The current tooling around agent enabled iOS dev leaves a lot to be desired. Every time I work on web-dev tasks I'm jealous of the tooling.
geooff_··on Tell HN: Claude Code Is Down
I was refreshing new checking to see I wasn't the only one haha
geooff_··on The Codex App
Having dictation and worktree support built in is nice. Currently there is a whole ecosystem of tools implementing similar functionality for Claude Code. The automations look cool too!
geooff_··on Swift is a more convenient Rust (2023)
Xcode truly is terrible.
geooff_··on There is an AI code review bubble
This article has a catchy headline, but there's really no content to it. This is content marketing without content. It seems like every week on Hacker News, there's a dozen of these. All seemingly code reviewers, too. Keep it to LinkedIn.
geooff_··on [dead]
This is just an ad. It doesn't even offer any interesting data, just a plausible architecture. I had to remind myself I'm not on LinkedIn
geooff_··on Ask HN: Do you have any evidence that agentic coding works?
One thing to call out, in my experience Coding Agents are bad a SwiftUI. Compared to doing JS frontends or any Python Backend work the difference is obvious.

I just don't think theres enough Swift in the LLMs corpus and the "right way" to do things in Swift has changes a few times in the last few years which I imagine compounds the sparse signal.

For SwiftUI work I'd personally recommend using Opus 4.5 with Axiom. Anytime you're designing something refer to Axiom, Claude needs its skills and agents to steer designs.

geooff_··on Show HN: I built a chess explorer that explains strategy instead of just stats
It would be nice to see more than 2 opening moves before getting login blocked.
geooff_··on Apple testing new App Store design that blurs the line between ads and results
It's only getting worse with the amount of AI Slop being poured into the store.

I'm relatively new to the space, but it feels like more and more of the time of indie devs / bootstrappers needs to get allocated towards marketing.

geooff_··on Show HN: Figma-use – CLI to control Figma for AI agents
This is huge. As someone who's put together a somewhat cohesive product but wants to take the next step in "formalizing" components there is a huge missing piece for design.

If I know my backend works I can use claude to add sufficient tests and iterate from there, improving code maturity. If my UX looks good how can I formalize it and do the same?

I can't wait to try this out. My current workflow has been use MCP to screenshot the whole app --> Use a tool like Codia to go from screenshot to components, as a non-designer its miserable though.

geooff_··on How do I stop participating?
Glad to see he's still the same guy
geooff_··on Raising money fucked me up
Well written. One interesting pattern in founders I've been thinking about recently is how early you encounter major blockers, and how that shapes your self worth.

Having a strong product and being unable to raise feels like shit, early users may validate you're solving a problem but it may not make sense to investors.

Having an early raise is a very positive signal, I can only imagine you're perceived trajectory coming out of that. Being unable to settle on a problem also sucks in a different way.

Regardless of what camp you're in I feel the take-away is you need to focus on reflecting inwards. Be better than you were yesterday, not better than someone's projections on LinkedIn.

geooff_··on Cursor's latest “browser experiment” implied success without evidence
I think the original post was just headline bait. There is such a fast news cycle around AI that many people would take "Thousands of AI agents collaborate to make a web browser" at face value.
geooff_··on Ask HN: What are you working on? (January 2026)
I’m a remote dev building an iOS app called Springus. You add a few pics / your closet basics, and it suggests outfits based on what you already own. It’s less “fashion app” and more “tiny morning momentum hack.”

Would love feedback from other WFH folks — a weird amount of my productivity comes down to how I start the day.

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