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Ask HN: What surprised you about Estonia e-Residency and running an Estonian OÜ?

From the official information online, joining the e-Residency program and setting up an Estonian company seems relatively straightforward. I'm considering using an Estonian OÜ for a SaaS business and would love to hear from people who have actually gone through the process. What surprised you after becoming an e-resident and establishing your company? Were there recurring costs, compliance requirements, banking/payment issues, tax complications, or other operational challenges you didn't anticip

2026-06-25 原文 →
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Show HN: Autofit2 – End-to-end pipeline for multilingual text classification

Hi HN, Stefan here. autofit2 is a project I have been using at my previous company and is now opensourced. It has been used extensively in automated text moderation, but can be applied to any text/document classification task. We had success modeling offensive texts in 20+ languages (cf. github.com/neospe/dataload for all the datasets). It's an integrated pipeline for lightweight multilingual text classification, covering preprocessing, training, and evaluation. It implements SetFit, a few-shot

2026-06-25 原文 →
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Tell HN: OpenAI has started putting ads on paid programs

I was on the £6.99/month program-- mainly because I didnt use it much. Last few days I've started seeing ads: 1. Ad for Financial Times 2. Add for Shein 3. Add for Amazon prime day All 3 were on a chat where I was asking about tips on a mobile game. Needless to say, I cancelled my plan. Im not paying money to see ads

2026-06-25 原文 →
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Show HN: Secs-man, a secrets manager you can (not) rely on

This is a tool to manage encrypted local backups of secrets. The core idea is that it aims to be usable without depending on it, meaning that even if the software disappeared from the face of Earth tomorrow, your data would still be recoverable. It also integrates nicely with NixOS (which is what I use, though it does not require NixOS to be used). I have summed up a bit of explanation and some answers to reasonable questions in a blog post: https://baldino.dev/blog/secs-man/

2026-06-25 原文 →