Welcome to The Hive 🐝
A community of curious, helpful, and creative people. Ask anything. Share everything.
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📌 Community Guidelines & How to Get the Most from The Hive
Welcome! Before you post, please read our community guidelines. This thread covers how to write great posts, how to earn badges, and how to use tags and formatting correctly...
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I spent a year building a local LLM setup that beats cloud APIs for my use case — here's what I learned
After 12 months of experimentation, my on-prem Llama 3.3 rig running on 2x RTX 4090s now handles my summarisation, code review, and document extraction workloads faster and cheaper than GPT-4o. This post covers hardware choices, quantisation settings, and the gotchas nobody warns you about...
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What's the one book that genuinely changed how you think? (Not just your favourite — the one that rewired something)
I'll start: Gödel, Escher, Bach. I read it at 22 and it completely changed the way I think about systems, self-reference, and consciousness. 15 years later I still think about it weekly. What's yours?
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[SOLVED] Best approach to migrating a 200GB Postgres database with zero downtime?
We're moving from a self-hosted Postgres 14 instance to managed Neon. Our app can tolerate maybe 30 seconds of read-only mode at most. Current approaches I'm considering: logical replication, pglogical, or pg_upgrade. Anyone done this at scale recently?
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The EU's AI Act enforcement starts in August — here's what actually changes for developers
I spent the weekend going through the official guidance documents so you don't have to. The short version: most developers building internal tools are fine, the high-risk categories are narrower than the headlines suggest, and the big gotcha is foundation model transparency requirements...
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Just declined a €180k offer in Amsterdam. Here's why (and it was the right call)
Six months ago I would have jumped at this without thinking. What changed? I'm sharing this because the community here helped me think through my priorities last year, and maybe this is useful for someone else...
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Show your work: February creative thread 🎨 (photos, writing, code, music — anything goes)
Monthly thread for sharing what you've been making. No gatekeeping — first sketches as welcome as finished pieces. I'll start: just released a small generative art tool that turns audio waveforms into SVG prints...
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Deno 2.0 vs Bun in production — 6 months of running both, honest comparison
We run Deno in prod for our API gateway and Bun for our CLI tooling. Both have matured a lot. Here's what actually matters when choosing between them for a real project in 2026...
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What's a tiny, underrated productivity habit that's had an outsized impact on your work or life?
Mine: a physical notebook only for "parking lot" ideas that pop up when I'm supposed to be doing something else. Writing them down means my brain stops trying to hold them and I can focus again. Seems small, but it genuinely changed how I work...