Show HN: ML Model Recognizes Sketch as you draw it https://ift.tt/31koNEB August 5, 2020 at 10:32PM
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Show HN: ML Model Recognizes Sketch as you draw it https://ift.tt/31koNEB August 5, 2020 at 10:32PM
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(https://ift.tt/2XA1K7JLaunch HN: Speedscale (YC S20) – Automatically create tests from actual traffic We’re Ken, Nate and Matt, co-founders of Speedscale ( https://speedscale.com ), a tool that automatically generates continuous integration (CI) tests from past traffic. Carefully scaling rollouts to ever larger groups of customers is the safest deployment strategy, but can take weeks. Even for elite DevOps organizations up to 15% of changes to production can result in degraded service [1] [2]. We met as undergrads at Georgia Tech and come from a DevOps and operations background so we’ve seen this first hand. Each of us has over 15 years of experience building high-reliability systems, starting in the early days with satellite earth station monitoring. As interns we once wrote a bug that caused a 32 meter antenna to try to point down through the earth, almost flattening the building we were in. It was a great environment to learn about engineering reliability. We leveraged this experience to tackle monitoring Java app servers, SOA, SaaS observability and cloud data warehouses. What if we could use a form of observability data to automatically test the reliability of new deployments before they hit production? That’s the idea that got us started on Speedscale. Most test automation tools record browser interactions or use AI to generate a set of UI tests. Speedscale works differently in that it captures API calls at the source using a Kubernetes sidecar [3] or a reverse proxy. We can see all the traffic going in and out of each service, not just the UI. We feed the traffic through an analyzer process that detects calls to external services and emulates a realistic request and response — even authentication systems like OAUTH =). Unlike guessing how users call your service, Speedscale automation reflects reality because we collected data from your live system. We call each interaction model a Scenario and Speedscale generates them without human effort leading to an easily maintained full-coverage CI test suite. Scenarios can run on demand or in your build pipeline because Speedscale inserts your container into an ephemeral environment where we stress it with different performance, regression, and chaos scenarios. If it breaks, you can decide the alerting threshold. Speedscale is especially effective in ensuring compliance with subtle Service Level Objective (SLO) conditions like performance regression [4]. We’re not public yet but would be happy to give you a demo if you contact us at hello@speedscale.com. Also, we are doing alpha customer deployments to refine our feature set and protocol support – if you have this problem or have tried to solve it in the past we would love to get your feedback. Eventually we’ll end up selling the service via a subscription model but the details are still TBD. For the moment we’re mainly focused on making the product more useful and collecting feedback. Thanks! [1] https://ift.tt/2Po7iOl… [2] https://ift.tt/2XsQtpC… [3] https://ift.tt/31pKvax… [4] https://ift.tt/3gug5du… August 5, 2020 at 06:59AM
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(https://ift.tt/2PufzjLShow HN: Extension to highlight new posts on HN frontpage since your last visit https://ift.tt/30uuOiN August 5, 2020 at 01:01AM
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(https://ift.tt/2PtdftiShow HN: RedditVids – Reddit Videos Aggregator https://redditvids.com/ August 5, 2020 at 02:20AM
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(https://ift.tt/2BYUURAShow HN: RedditVids – Reddit Videos Aggregator https://redditvids.com/ August 5, 2020 at 02:20AM
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(https://ift.tt/30ulLi1Show HN: 100% automatically remove video backgrounds with ML (Unscreen Pro) https://ift.tt/33rq27D August 5, 2020 at 01:04AM
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(https://ift.tt/2XLKDjFShow HN: Kvak.io – Online Notepad http://kvak.io/?n=intro August 4, 2020 at 11:28PM
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(https://ift.tt/31mvbLBShow HN: 100% automatically remove video backgrounds with ML (Unscreen Pro) https://ift.tt/33rq27D August 5, 2020 at 01:04AM
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(https://ift.tt/3ki7DAqShow HN: Kvak.io – Online Notepad http://kvak.io/?n=intro August 4, 2020 at 11:28PM
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(https://ift.tt/2C0srLfShow HN: Starboard – Fully in-browser literate notebooks like Jupyter Notebook https://starboard.gg August 2, 2020 at 07:44AM
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(https://ift.tt/3gttC4OShow HN: Get better at spotting mistakes with a random bug generator (in Elm) https://ift.tt/319RF2o August 3, 2020 at 03:49PM
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(https://ift.tt/2Dlmd9kShow HN: Problem Pad – Discover Problems That Need Solving I’m Harbind, creator of Problem Pad, a community to discover, share and discuss problems being faced by creators, businesses or consumers and riff on ideas to try and solve them. (https://ift.tt/33oGd5S) It’s an open blog-style platform where anyone can submit problems they’re facing or have observed and build on ideas in the comments. My main motivation for creating this was to force myself to find problems being faced by real people in order to come up with creative ideas that actually solve a problem. As a developer I’ve been guilty of SISP (solution in search of a problem) where I build out an idea but it was never actually serving a real problem so it would just end up getting scrapped. With this project I hope to prevent myself and others from falling into that trap by focusing on finding and solving problems that people are actually facing. My hope is that Problem Pad gives some ideas and inspiration to others who are looking to create. Please let me know what you think about the project and if you feel you could get value out of it please sign up or subscribe to the newsletter! Thank you! August 3, 2020 at 03:02PM
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(https://ift.tt/3k9hnN9Show HN: Chrome Extension Starter templates and ebook https://ift.tt/31cIIFu August 3, 2020 at 04:47PM
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(https://ift.tt/31iSshsShow HN: Starboard – Fully in-browser literate notebooks like Jupyter Notebook https://starboard.gg August 2, 2020 at 07:44AM
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(https://ift.tt/39VRw6sShow HN: Get better at spotting mistakes with a random bug generator (in Elm) https://ift.tt/319RF2o August 3, 2020 at 03:49PM
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(https://ift.tt/3fsA0boShow HN: Problem Pad – Discover Problems That Need Solving I’m Harbind, creator of Problem Pad, a community to discover, share and discuss problems being faced by creators, businesses or consumers and riff on ideas to try and solve them. (https://ift.tt/33oGd5S) It’s an open blog-style platform where anyone can submit problems they’re facing or have observed and build on ideas in the comments. My main motivation for creating this was to force myself to find problems being faced by real people in order to come up with creative ideas that actually solve a problem. As a developer I’ve been guilty of SISP (solution in search of a problem) where I build out an idea but it was never actually serving a real problem so it would just end up getting scrapped. With this project I hope to prevent myself and others from falling into that trap by focusing on finding and solving problems that people are actually facing. My hope is that Problem Pad gives some ideas and inspiration to others who are looking to create. Please let me know what you think about the project and if you feel you could get value out of it please sign up or subscribe to the newsletter! Thank you! August 3, 2020 at 03:02PM
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(https://ift.tt/30rfNhMShow HN: Chrome Extension Starter templates and ebook https://ift.tt/31cIIFu August 3, 2020 at 04:47PM
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(https://ift.tt/2XpklDgShow HN: Search PeerTube Videos https://ift.tt/3k1T6si August 2, 2020 at 10:30PM
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Show HN: I built a fast PDF email scraper with C++ https://ift.tt/33lTDiH August 3, 2020 at 12:07AM
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(https://ift.tt/39RPCEfShow HN: Brick, a free Notion-like tool for zero-hassle site making https://brick.do/ August 2, 2020 at 04:32AM
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