Show HN: Dstack – a command-line utility to provision infra for ML workflows Hi. :) I’m Andrey, the creator of dstack. I started this project while I was working at JetBrains where I helped the PyCharm team to improve support for Jupyter notebooks. As I was in close contact with many ML devs (who used PyCharm) I was able to see their struggle with running ML workflows. Unlike traditional dev workflows, ML workflows are difficult to run on a local machine (due to the lack of memory, more CPUs/GPUs, etc). This is why people often have to use remote machines (e.g. via SSH), or adopt one of the end-to-end MLOps platforms. Using remote machines is not difficult but it is tedious and requires a lot of manual actions. Using MLOps platforms on the other hand automates the manual work but requires the use of an opinionated interface, which often kills developer productivity. Imagine, if you could run your ML workflows the very same way as you do it locally, but they would actually run in the cloud. And you wouldn’t need to worry about provisioning infrastructure, setting up the environment, etc. I’m excited to show you dstack, an open-source tool that does exactly that. It’s a command-line utility that allows you to run any workflows while it provisions infrastructure, setup the environment, and copies code/data for you. No need to install or configure anything in your environment or cloud. Simply install the CLI and run it. The launch blog post: https://ift.tt/E1nMCKw We’d love to hear your thoughts and ideas. I’ll be here to answer any questions you might have. https://ift.tt/8Wqzuyk October 4, 2022 at 09:01PM
Show HN: Tape It, iOS recording app for musicians Hello HN, Over the last 15 months, two friends and I developed the music recording app we felt we wanted based on our own needs as musicians. It's called Tape It [1] and has just recently hit the Apple App Store [2]. We put a lot of effort into a good UX to help musicians really focus on playing their instrument instead of pretending to be a recording engineer. The app records in stereo on newer iPhones (although that's a premium feature; the free version only records in standard mono audio quality). I would be really grateful for advice from this community on how to best approach marketing. We had a great TechCrunch article covering our launch [3], and we posted it on various music websites. Turns out advertising on Google or Apple Search is a dark art, though. We have some good ideas for developing a good social media presence, but they will take time. Please hit us with feedback, opinions and advice that you think a young ind...
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