{"exhaustive":{"nbHits":false,"typo":false},"exhaustiveNbHits":false,"exhaustiveTypo":false,"hits":[{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"frozenseven"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"<em>AutoKernel</em>: Autoresearch for GPU Kernels"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"https://github.com/RightNow-AI/<em>autokernel</em>"}},"_tags":["story","author_frozenseven","story_47332688"],"author":"frozenseven","children":[47333016,47333311,47333314,47333705,47333919,47334226,47334924,47335635],"created_at":"2026-03-11T07:42:10Z","created_at_i":1773214930,"num_comments":10,"objectID":"47332688","points":47,"story_id":47332688,"title":"AutoKernel: Autoresearch for GPU Kernels","updated_at":"2026-03-18T21:35:17Z","url":"https://github.com/RightNow-AI/autokernel"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"OsamaJaber"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"<em>AutoKernel</em>: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://arxiv.org/abs/2603.21331"}},"_tags":["story","author_OsamaJaber","story_48074520"],"author":"OsamaJaber","created_at":"2026-05-09T12:39:34Z","created_at_i":1778330374,"num_comments":0,"objectID":"48074520","points":4,"story_id":48074520,"title":"AutoKernel: Autonomous GPU Kernel Optimization via Iterative Agent-Driven Search","updated_at":"2026-05-10T19:35:27Z","url":"https://arxiv.org/abs/2603.21331"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"OsamaJaber"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"Show HN: <em>AutoKernel</em>, Auto GPU Kernel Optimization"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://arxiv.org/abs/2603.21331"}},"_tags":["story","author_OsamaJaber","story_48120897","show_hn"],"author":"OsamaJaber","created_at":"2026-05-13T12:13:11Z","created_at_i":1778674391,"num_comments":0,"objectID":"48120897","points":2,"story_id":48120897,"title":"Show HN: AutoKernel, Auto GPU Kernel Optimization","updated_at":"2026-05-13T12:19:20Z","url":"https://arxiv.org/abs/2603.21331"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"jacooper"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"I found the one year renewal thing annoying, but other than that it looks to be really good!\nJust the <em>auto kernel</em> update part is left"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Ask HN: What Next After Ubuntu?"}},"_tags":["comment","author_jacooper","story_34570047"],"author":"jacooper","children":[34582401],"comment_text":"I found the one year renewal thing annoying, but other than that it looks to be really good!\nJust the auto kernel update part is left","created_at":"2023-01-30T14:27:53Z","created_at_i":1675088873,"objectID":"34579946","parent_id":34578029,"story_id":34570047,"story_title":"Ask HN: What Next After Ubuntu?","updated_at":"2024-09-20T13:15:56Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"xy22y"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"<em>Antikernel</em>: A Decentralized Secure Operating System Architecture [pdf]"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://eprint.iacr.org/2016/550.pdf"}},"_tags":["story","author_xy22y","story_13066364"],"author":"xy22y","created_at":"2016-11-29T21:19:35Z","created_at_i":1480454375,"num_comments":0,"objectID":"13066364","points":2,"story_id":13066364,"title":"Antikernel: A Decentralized Secure Operating System Architecture [pdf]","updated_at":"2024-09-20T00:04:06Z","url":"https://eprint.iacr.org/2016/550.pdf"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"azonenberg"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"The plan is 96 ports total for my own use, split across two 48-port 1U switches. And that's something that is now well within reach: I have the power boards assembled and ready to go, I have the FPGAs and PHYs and (not populated) line card boards in hand.<p>(EDIT: clarification, the plan had been 96 ports total since at least 2015, since that's what I had in existing Cisco switching. The major scope creep over that time was deciding that 2x 48 port switches with a bigger FPGA would be a more power efficient, easier to build, and generally superior design to 4x 24 port)<p>All that's left hardware wise is to design the main logic board with the FPGA, processor, and SFPs, plus the mechanical and thermal design of the 1U chassis. I've been focusing on firmware due to the tariff situation and wasn't planning on spinning the production-ish hardware for quite a while.<p>I don't plan any further scope changes now that I've e.g. already put in the production line card PCB order and mostly finalized the fabric architecture. I'm just holding off on the final logic board design until I'm sure about, for example, whether I'll want external packet buffer SRAM like LATENTPINK had or if I'll be fine with the KU5P's internal memory resourecs.<p>As far as the probes go, yes the <em>antikernel</em>.net site is way out of date and I've been too busy to refresh it.<p>* The AKL-PT1 did a kickstarter and I shipped probes to backers, but I stopped selling them because the fixed tip/ground spacing was too awkward and made it difficult to use.<p>* The AKL-PT2 (first gen solder in probe) was for sale for a while but extremely fragile, only 4 GHz bandwidth, and also had fixed signal/ground spacing.<p>* A few in-between designs were total flops and never reached the point of shipping a single unit<p>* The AKL-PT5 (second gen solder in probe) is &gt;16 GHz bandwidth and has a flexible resistor based solder-in tip and a much nicer form factor. R&amp;D is done but I ran into supply chain problems with the specialized resistor it needs (9 month lead time, poor yield, etc). I think I've mostly worked around those issues and I have a PVT run of a hundred units in the pipeline now. Fingers crossed they'll be hitting Digikey in the next 6-12 months."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Open Hardware Ethernet Switch project, part 1"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://serd.es/2025/05/08/Switch-project-pt1.html"}},"_tags":["comment","author_azonenberg","story_43934869"],"author":"azonenberg","children":[43971415,43971708,43972488],"comment_text":"The plan is 96 ports total for my own use, split across two 48-port 1U switches. And that&#x27;s something that is now well within reach: I have the power boards assembled and ready to go, I have the FPGAs and PHYs and (not populated) line card boards in hand.<p>(EDIT: clarification, the plan had been 96 ports total since at least 2015, since that&#x27;s what I had in existing Cisco switching. The major scope creep over that time was deciding that 2x 48 port switches with a bigger FPGA would be a more power efficient, easier to build, and generally superior design to 4x 24 port)<p>All that&#x27;s left hardware wise is to design the main logic board with the FPGA, processor, and SFPs, plus the mechanical and thermal design of the 1U chassis. I&#x27;ve been focusing on firmware due to the tariff situation and wasn&#x27;t planning on spinning the production-ish hardware for quite a while.<p>I don&#x27;t plan any further scope changes now that I&#x27;ve e.g. already put in the production line card PCB order and mostly finalized the fabric architecture. I&#x27;m just holding off on the final logic board design until I&#x27;m sure about, for example, whether I&#x27;ll want external packet buffer SRAM like LATENTPINK had or if I&#x27;ll be fine with the KU5P&#x27;s internal memory resourecs.<p>As far as the probes go, yes the antikernel.net site is way out of date and I&#x27;ve been too busy to refresh it.<p>* The AKL-PT1 did a kickstarter and I shipped probes to backers, but I stopped selling them because the fixed tip&#x2F;ground spacing was too awkward and made it difficult to use.<p>* The AKL-PT2 (first gen solder in probe) was for sale for a while but extremely fragile, only 4 GHz bandwidth, and also had fixed signal&#x2F;ground spacing.<p>* A few in-between designs were total flops and never reached the point of shipping a single unit<p>* The AKL-PT5 (second gen solder in probe) is &gt;16 GHz bandwidth and has a flexible resistor based solder-in tip and a much nicer form factor. R&amp;D is done but I ran into supply chain problems with the specialized resistor it needs (9 month lead time, poor yield, etc). I think I&#x27;ve mostly worked around those issues and I have a PVT run of a hundred units in the pipeline now. Fingers crossed they&#x27;ll be hitting Digikey in the next 6-12 months.","created_at":"2025-05-13T04:09:24Z","created_at_i":1747109364,"objectID":"43969587","parent_id":43969550,"story_id":43934869,"story_title":"Open Hardware Ethernet Switch project, part 1","story_url":"https://serd.es/2025/05/08/Switch-project-pt1.html","updated_at":"2026-01-24T02:32:30Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Aurornis"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"This is a seriously impressive project and it's been fun to follow along.<p>I almost hesitate to say anything, but the constant scope creep (that he readily admits in the blog) is starting to feel like a real obstacle to getting anything done. It's fun to see all of the theorizing about 96-port switches with $11K of FPGAs, but it would be fantastic if something like the simple 4-port switch design could be spun out as an open source project that people could iterate on.<p>I've also been following his solder-in probe projects for years ( <a href=\"https://www.antikernel.net/products.html\" rel=\"nofollow\">https://www.<em>antikernel</em>.net/products.html</a> ). There was a small Kickstarter and some reviews, but now the one distributor has 404s on the product pages and there are a lot of &quot;coming soon&quot; labels attached to all the different products and variations. Again, it would be fantastic if just one of those projects was available in distribution semi-reliably."},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Open Hardware Ethernet Switch project, part 1"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://serd.es/2025/05/08/Switch-project-pt1.html"}},"_tags":["comment","author_Aurornis","story_43934869"],"author":"Aurornis","children":[43969587,43969675],"comment_text":"This is a seriously impressive project and it&#x27;s been fun to follow along.<p>I almost hesitate to say anything, but the constant scope creep (that he readily admits in the blog) is starting to feel like a real obstacle to getting anything done. It&#x27;s fun to see all of the theorizing about 96-port switches with $11K of FPGAs, but it would be fantastic if something like the simple 4-port switch design could be spun out as an open source project that people could iterate on.<p>I&#x27;ve also been following his solder-in probe projects for years ( <a href=\"https:&#x2F;&#x2F;www.antikernel.net&#x2F;products.html\" rel=\"nofollow\">https:&#x2F;&#x2F;www.antikernel.net&#x2F;products.html</a> ). There was a small Kickstarter and some reviews, but now the one distributor has 404s on the product pages and there are a lot of &quot;coming soon&quot; labels attached to all the different products and variations. Again, it would be fantastic if just one of those projects was available in distribution semi-reliably.","created_at":"2025-05-13T04:01:23Z","created_at_i":1747108883,"objectID":"43969550","parent_id":43934869,"story_id":43934869,"story_title":"Open Hardware Ethernet Switch project, part 1","story_url":"https://serd.es/2025/05/08/Switch-project-pt1.html","updated_at":"2025-05-15T01:57:14Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"app4soft"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"Here is project page on Twitter.[0]<p>Also, as Kazakhstan since Jan 28, 2021 officially switched from Cyrillic to Latin writing, here is <i>Qazaq-to-Lating Convertor</i>.[1,2]<p>VivaRadoTypography Library (VRD TYPL) \u2014 is the library that VRD's Typography Department is using for authoring fonts. Includes <em>Autokernin</em>g (Class based and Flat), Componentization and Anchoring, Conversion of UFO to SVG and back.[3]<p>[0] <a href=\"https://twitter.com/OrgQazaq\" rel=\"nofollow\">https://twitter.com/OrgQazaq</a><p>[1] <a href=\"https://github.com/orgqazaq/QazLatynConverter.JS\" rel=\"nofollow\">https://github.com/orgqazaq/QazLatynConverter.JS</a><p>[2] <a href=\"https://github.com/VivaRado/QazLatynConverter.JS\" rel=\"nofollow\">https://github.com/VivaRado/QazLatynConverter.JS</a><p>[3] <a href=\"https://github.com/VivaRado/VRD-Typography-Library\" rel=\"nofollow\">https://github.com/VivaRado/VRD-Typography-Library</a>"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Qazaq.org \u2013 Qazaq Latin Keyboards"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/orgqazaq/keyboards"}},"_tags":["comment","author_app4soft","story_29816320"],"author":"app4soft","comment_text":"Here is project page on Twitter.[0]<p>Also, as Kazakhstan since Jan 28, 2021 officially switched from Cyrillic to Latin writing, here is <i>Qazaq-to-Lating Convertor</i>.[1,2]<p>VivaRadoTypography Library (VRD TYPL) \u2014 is the library that VRD&#x27;s Typography Department is using for authoring fonts. Includes Autokerning (Class based and Flat), Componentization and Anchoring, Conversion of UFO to SVG and back.[3]<p>[0] <a href=\"https:&#x2F;&#x2F;twitter.com&#x2F;OrgQazaq\" rel=\"nofollow\">https:&#x2F;&#x2F;twitter.com&#x2F;OrgQazaq</a><p>[1] <a href=\"https:&#x2F;&#x2F;github.com&#x2F;orgqazaq&#x2F;QazLatynConverter.JS\" rel=\"nofollow\">https:&#x2F;&#x2F;github.com&#x2F;orgqazaq&#x2F;QazLatynConverter.JS</a><p>[2] <a href=\"https:&#x2F;&#x2F;github.com&#x2F;VivaRado&#x2F;QazLatynConverter.JS\" rel=\"nofollow\">https:&#x2F;&#x2F;github.com&#x2F;VivaRado&#x2F;QazLatynConverter.JS</a><p>[3] <a href=\"https:&#x2F;&#x2F;github.com&#x2F;VivaRado&#x2F;VRD-Typography-Library\" rel=\"nofollow\">https:&#x2F;&#x2F;github.com&#x2F;VivaRado&#x2F;VRD-Typography-Library</a>","created_at":"2022-01-05T22:57:41Z","created_at_i":1641423461,"objectID":"29816366","parent_id":29816320,"story_id":29816320,"story_title":"Qazaq.org \u2013 Qazaq Latin Keyboards","story_url":"https://github.com/orgqazaq/keyboards","updated_at":"2024-09-20T10:10:11Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"gamacodre"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"In the doc, they claim:<p>&gt; <em>Antikernel</em> is designed to ensure that following are not possible given that an attacker has gained unprivileged code execution within the context of a user-space application or service: ... or (iv) gain access to handles belonging to another process by any means."},"story_title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"<em>Antikernel</em>: A Decentralized Secure Operating System Architecture (2016) [pdf]"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://eprint.iacr.org/2016/550.pdf"}},"_tags":["comment","author_gamacodre","story_27550974"],"author":"gamacodre","children":[27552112],"comment_text":"In the doc, they claim:<p>&gt; Antikernel is designed to ensure that following are not possible given that an attacker has gained unprivileged code execution within the context of a user-space application or service: ... or (iv) gain access to handles belonging to another process by any means.","created_at":"2021-06-18T16:16:03Z","created_at_i":1624032963,"objectID":"27551895","parent_id":27551633,"story_id":27550974,"story_title":"Antikernel: A Decentralized Secure Operating System Architecture (2016) [pdf]","story_url":"https://eprint.iacr.org/2016/550.pdf","updated_at":"2024-09-20T08:48:10Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"glitchc"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"Here's the GitHub repo: <a href=\"https://github.com/azonenberg/antikernel\" rel=\"nofollow\">https://github.com/azonenberg/<em>antikernel</em></a><p>I was curious about the state of the project and whether any source was available. Thought others might feel the same way."},"story_title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"<em>Antikernel</em>: A Decentralized Secure Operating System Architecture (2016) [pdf]"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://eprint.iacr.org/2016/550.pdf"}},"_tags":["comment","author_glitchc","story_27550974"],"author":"glitchc","comment_text":"Here&#x27;s the GitHub repo: <a href=\"https:&#x2F;&#x2F;github.com&#x2F;azonenberg&#x2F;antikernel\" rel=\"nofollow\">https:&#x2F;&#x2F;github.com&#x2F;azonenberg&#x2F;antikernel</a><p>I was curious about the state of the project and whether any source was available. Thought others might feel the same way.","created_at":"2021-06-18T15:48:14Z","created_at_i":1624031294,"objectID":"27551592","parent_id":27550974,"story_id":27550974,"story_title":"Antikernel: A Decentralized Secure Operating System Architecture (2016) [pdf]","story_url":"https://eprint.iacr.org/2016/550.pdf","updated_at":"2025-09-15T10:33:58Z"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"robmcm"},"comment_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["autokernel"],"value":"I suspect it could have a HUD (Head up display) to show the driver basic information (speed, navigation etc). Everything else can be on the center console.<p>Look at the citroen cactus dashboard and make it more Tesla-like <a href=\"http://images.autowereld.com/high/78673-image.jpg\" rel=\"nofollow\">http://images.<em>autowerel</em>d.com/high/78673-image.jpg</a>"},"story_title":{"matchLevel":"none","matchedWords":[],"value":"Model 3 Unveiling [video]"},"story_url":{"matchLevel":"none","matchedWords":[],"value":"https://model3.tesla.com/"}},"_tags":["comment","author_robmcm","story_11402101"],"author":"robmcm","comment_text":"I suspect it could have a HUD (Head up display) to show the driver basic information (speed, navigation etc). Everything else can be on the center console.<p>Look at the citroen cactus dashboard and make it more Tesla-like <a href=\"http:&#x2F;&#x2F;images.autowereld.com&#x2F;high&#x2F;78673-image.jpg\" rel=\"nofollow\">http:&#x2F;&#x2F;images.autowereld.com&#x2F;high&#x2F;78673-image.jpg</a>","created_at":"2016-04-01T08:00:28Z","created_at_i":1459497628,"objectID":"11403403","parent_id":11403123,"story_id":11402101,"story_title":"Model 3 Unveiling [video]","story_url":"https://model3.tesla.com/","updated_at":"2024-09-19T22:58:43Z"}],"hitsPerPage":20,"nbHits":11,"nbPages":1,"page":0,"params":"query=autokernel&advancedSyntax=true&analyticsTags=backend","processingTimeMS":13,"processingTimingsMS":{"_request":{"roundTrip":16},"afterFetch":{"merge":{"mergeLoop":{"prepareNextHit":4,"total":4},"total":4},"total":4},"fetch":{"query":7,"total":8},"total":13},"query":"autokernel","serverTimeMS":14}
