| ▲ | LayerFS: The filesystem for AI coding agents(layerfs.ai) |
| 55 points by l2dy 4 hours ago | 29 comments |
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| ▲ | compsciphd 3 hours ago | parent | next [-] |
| Been there (16 years ago), done that (15 year ago), patented it (13 years ago) :) almost the same name too. https://www.usenix.org/conference/usenix-atc-10/apiary-easy-... https://www.usenix.org/legacy/event/lisa11/tech/full_papers/... https://patents.google.com/patent/US8589947B2/ |
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| ▲ | russfink 2 hours ago | parent [-] | | Would you mind ELI5’ing the similarities? I’m seeing only high level concepts that sound the same. | | |
| ▲ | compsciphd an hour ago | parent [-] | | so you're right its not exactly the same (and it might not even be a very similar implementation ala how docker is), but the bullet points are the same. ephemeral, instant boot strap, append only (I'm pretty sure I was the first person to use ephemeral computing this way, at the time I couldn't find anything that touched it. People used containers, ala ZFS/Zones, but they were generally meant for long term computing and not for bringing up an environment for a very small period of time and then tearing it down.) This paper with bellovin applied it to system administration - https://www.usenix.org/legacy/event/lisa09/tech/full_papers/... though we also approached recording and forking your computation at will - https://dl.acm.org/doi/10.1145/1323293.1294289 (I'm proud of coining the name), though it strongly relates to Microsoft's recall so it would probably be viewed less positively today (in fact, this might be closer in implementation to what they are doing than the above). with that said, it was a bit more tongue in cheek than anything. as an aside, I sort of wonder in the age of AI and the ability to reproduce anything easily, we might have to expand patents (related to comment below that got downvoted), but dont have strong thoughts on this yet. |
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| ▲ | nico 3 hours ago | parent | prev | next [-] |
| Here’s an alternative that runs on your browser: https://nicobrenner.github.io/lossy-git/demo.html PS: it’s just a fun play on memory/storage and AI. Hope you enjoy :) |
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| ▲ | evandena 3 hours ago | parent | prev | next [-] |
| Dumb javascript is preventing me from seeing the footer, by scrolling back up to some content it thinks I shiould see. |
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| ▲ | toddmorey 2 hours ago | parent | prev | next [-] |
| How is it v1 with an architecture page coming soon? I'm really having a hard time gauging the maturity of software & services these days. |
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| ▲ | mtford an hour ago | parent | prev | next [-] |
| This website behaves very strangely... scroll hijack. Also everything is suuuuuper stretched out. |
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| ▲ | gcr an hour ago | parent [-] | | If you scroll down enough, you can't scroll up anymore! EDIT: If you scroll down to the commit graph and have your mouse inside the big commit graph rectangle, you can't scroll up anymore! |
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| ▲ | alchemist1e9 10 minutes ago | parent | prev | next [-] |
| ~245k lines of Rust the LLMs coded. So my question is other than DSH does the author(s) have any advice on setup that made creating this possible? or other have tips for best setup that can produce a project like this. Even those bashing for being AI generated have to admit it’s technically impressive and reflective of where software engineering is headed. |
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| ▲ | tamimio 12 minutes ago | parent | prev | next [-] |
| I have to try it but I am very well interested in the decentralized agents mentioned there, I am tired of scattered agents and sessions across multiple OSes and harnesses I have, I just need one say an LXC that I can self host and automatically sync (or rather async like push/pull) all my harnesses, regardless wherever the previous session was. |
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| ▲ | Rapzid an hour ago | parent | prev | next [-] |
| UnionFS and overlay2, and the concept of layer filesystems existing makes this naming unfortunate and confusing. |
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| ▲ | shayonj 3 hours ago | parent | prev | next [-] |
| Kudos. We did/built something internally to solve similar-ish problems https://www.shayon.dev/post/2026/283/versioned-filesystem-fo... |
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| ▲ | avadodin 2 hours ago | parent | prev | next [-] |
| ShowHN: WoolJ.ai the virtual wool jersey tailor-made for your most special coding agents |
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| ▲ | mpalmer an hour ago | parent | prev | next [-] |
| The evergreen observation; The most self-promote-y among us are mostly using AI to reinvent solutions and disguise them as new designs. These address solved problems, which are themselves disguised as new agentic problems. Celebrating and promoting this stuff does not help us get better at discovering and building actually new things; change my mind. |
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| ▲ | pizzafeelsright an hour ago | parent | prev | next [-] |
| We went from copy/paste this | sudo bash --> Copy this large prompt that installs stuff | AI Agent |
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| ▲ | Sathwickp 2 hours ago | parent | prev | next [-] |
| Nice website, but that's about it |
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| ▲ | robofanatic 2 hours ago | parent [-] | | > Nice website I disagree. Its full of AI slop. Too much animation (cute but distracting) I literally tried for 20 minutes and couldn't focus on reading. I just couldnt comprehend anything. | | |
| ▲ | jiaosdjf 2 hours ago | parent [-] | | I'm so glad someone else couldn't focus I thought I was losing my mind here. |
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| ▲ | weddpros 2 hours ago | parent | prev | next [-] |
| ho yes please hack my browser scroll so I can't read your site (MacOS Safari) |
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| ▲ | trollbridge 3 hours ago | parent | prev [-] |
| How is this any different than something like btrfs? |
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| ▲ | rvz 3 hours ago | parent | next [-] | | The difference is this one (layerfs) was vibe coded™ and the other (btrfs) is battle tested in mission critical systems for years in the Linux kernel and used by many companies in the SNP 500. Do not be fooled by the "vibes" of the website design which many here are. If it is too good to be true, it most likely is. | | |
| ▲ | 0x457 4 minutes ago | parent | next [-] | | "btrfs is battle tested" Only in a sense that i went to a battle and lost all of its data to corruption. Should be removed from in-tree so people don't accidently use it. | |
| ▲ | trollbridge 3 hours ago | parent | prev | next [-] | | That's what I was concerned about. An unstable filesystem is worse than no filesystem at all; I'd really like to switch to bcachefs but it simply needs to have a few more years under its belt before I'll be comfortable with it (particularly for some of its best use cases, where it becomes responsible for backups). | |
| ▲ | ryan-c 3 hours ago | parent | prev | next [-] | | I would not trust btrfs with anything mission critical. | | |
| ▲ | ikidd an hour ago | parent [-] | | It's fine if you stay away from it's raid5/6. And realize it isn't going to let you know when you have a mirror fail until you try to boot it and it won't come up. |
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| ▲ | otabdeveloper4 3 hours ago | parent | prev [-] | | > is battle tested in mission critical systems for years And still crashes and corrupts filesystems all the time. (I have one server platform where just doing `insmod btrfs` immediately locks up the server, hard, without even any kernel panic or log message.) | | |
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| ▲ | totetsu 3 hours ago | parent | prev [-] | | Or this
https://arxiv.org/html/2602.08199v1 |
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