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Show HN: I computed livability for all of Germany by rent, commute, and QoL

This project started with me wanting to find a nice place to live with my partner. I'm a data scientist by day so I thought I'd approach it systematically. When I showed it to my friends, many said they wanted to try it too, so I made it into an app and put it online. (-> MIT licensed)The app is German, but it's translator friendly :)Instead of a single "best place" ranking, it scores ~0.5 km2 hexes across Germany based on user preferences on a dozen or so liveability

Launch HN: Parsewise (YC P25) – Reason Across Documents with an API

Hi all, it’s Greg and Max, founders of Parsewise here (https://www.parsewise.ai/api). Parsewise transforms a bucket of unstructured data into schema compliant data, retaining lineage for values resolved across documents.Imagine giving Claude a bunch of files and asking for a CSV or JSON output. If you have tried this, you know both the system limitations (number of files, type of inputs, cost, latency) but also the human-facing challenge of having no way to validate the results qu

Launch HN: Manufact (YC S25) – MCP Cloud

Hi HN, we are Pietro and Luigi, cofounders of Manufact (https://manufact.com), a cloud for MCP apps and servers. We used to be called mcp-use, and still build open source SDKs for MCP under that name: https://github.com/mcp-use/mcp-use. We did a Show HN about that last year: https://news.ycombinator.com/item?id=44747229.Today we want to tell you about our cloud product, Manufact, which is to mcp-use as Vercel is to Next.js. Manufact is an MCP vertical

Ask HN: Move to Private Models?

If you are a heavy CC user and want to move to more private chats on sensitive data, what are your best options? Do you add 2 5090s to the rig and start cooking? Or lease compute? What models would you run? (Mostly for data analysis and reasoning). What are some great options? Thanks!

Show HN: Getting GLM 5.2 running on my slow computer

A few days ago I found myself trying out GLM 5.2 and was really positively impressed. The capabilities and security I was getting from this LLM are similar to those I've gotten from models like Claude or GPT, and this really surprised me.But then I thought, "I wonder how it would work on a normal computer like mine," and above all, "I wonder if it would work without going into OOM on a computer like mine." So I started working with the help of agents to test this possibi

Why is music so much easier for AI than code?

Guys I made this song on Suno ai and it is literally, to me, more beautiful than any song I have ever heard in my life, ever.<p>But I still feel that I am a better coder than even the best models. (As of gpt 5.4)<p>It seems that music is so hard, why is it ai has already surpassed us there but not in code? Seems that code is easier.<p>https://suno.com/s/ZpeRr0nngDrlef5D

Show HN: OpenBenchmarks – Helping agents discover and pick the right SaaS APIs

I'm Fenil, co-founder/CEO of OpenFunnel (YC F24), building this with my co-founder/CTO Aditya. We're launching OpenBenchmarks (https://openbenchmarks.com), open-source, reproducible benchmarks for SaaS APIs, starting with the category we know best: GTM APIs.## Why we built thisMore and more B2B software evaluation will/already runs through reasoning models inside agentic workflows rather than through people. And buyers increasingly pick vendors that are API-fir