15:[[49957117,{"by":"signa11","descendants":50,"id":49957117,"kids":[49958720,49959116,49972295,49958202,49958826,49958209,49961491,49962370,49958111,49960305,49961473,49958533,49960555,49965634,49958369,49961638,49957575,49957619],"score":80,"text":"Paper: \nhttps://www.usenix.org/system/files/atc21-ousterhout.pdf

Related: https://lwn.net/Articles/1003059/, https://www.theregister.com/networks/2026/10/01/stanford-pro...","time":1791142945,"title":"Homa: The end of TCP for AI clusters [video]","type":"story","url":"https://www.youtube.com/watch?v=eZ8WWZzoaR0"}],[49953495,{"by":"snehesht","descendants":414,"id":49953495,"kids":[49955565,49956534,49953496,49960283,49957375,49954019,49957786,49954449,49954498,49954815,49955948,49954658,49953980,49954266,49966843,49963537,49953844,49957515,49954083,49954581,49962686,49961324,49969920,49961818,49960552,49958835,49953738,49955898,49955321,49962010,49960758,49960949,49967293,49954705,49954041,49960340,49962390,49960784,49954614,49958817,49959449,49958780,49960248,49953852,49953669,49963849,49958593,49957399,49959598,49956116,49958456,49954307,49964119,49955308,49958767,49954297,49956279,49954117,49954513,49963337,49955067,49955995,49957089,49953674,49957908,49953945,49965755,49953933,49961847,49955512,49954313,49953792,49962202,49962825,49960314,49962599,49962827,49959645,49959889,49957627,49954678,49959199,49955708,49954719,49958086,49955340,49967331,49954320],"score":911,"time":1791118313,"title":"Run Qwen 3.8 Flash Next (125B) on consumer hardware (RTX 4090) at 100T/s","type":"story","url":"https://github.com/Niko1221/Strata"}],[49937304,{"by":"edverma2","descendants":47,"id":49937304,"kids":[49951754,49947086,49947154,49951316,49951491,49949469,49960577,49946655,49954060,49937509,49951689,49946715,49951598,49946899,49947287,49954370,49951084,49958337,49947391,49962411,49947112,49949304,49953437,49954425,49946997,49947310,49941756,49937332],"score":119,"text":"pi pod runs sessions of the pi coding agent in isolated sandboxes ("pods") on a server you run, in composable environments.

----

Since moving my company towards AI-native work, I have been really frustrated by the state of "agentic engineering" environments. Products by the labs (claude code, codex) lock you into a single provider for your tokens. Agnostic solutions (factory, devin, arguably cursor) make you pay per-token costs. None of these products allow you to fully customize the harness, and of course they all run on someone else's infrastructure.

I've been an early and fervent user of pi, which I think is fantastically simple and beautiful software. I have felt it needs an environment for it to work across platforms with fully functional composability for teams.

This is very much a work in progress, but for my team this has been a much needed solution and has helped us tremendously. I hope you will give it a try and let me know how you would like it to improve.","time":1790968238,"title":"Show HN: Pi pod – Run your pi coding agent in sandboxes on your own server","type":"story","url":"https://pipod.dev/"}],[49945933,{"by":"kmeh","descendants":291,"id":49945933,"kids":[49955753,49953780,49949330,49948336,49954611,49950815,49948420,49948312,49952750,49948648,49959933,49949536,49963220,49949854,49951704,49953668,49954511,49955099,49955057,49948288,49955760,49956495,49949563,49954199,49954358,49955514,49950607,49949968,49952046,49959204,49957096,49957173,49948328,49948667,49948545,49958902,49954133,49952846,49952163,49955497,49949657,49953383,49950033,49956135,49952185,49953238,49949737,49948740,49949424,49954154,49948639,49951718,49953519,49951374,49949409,49948331,49951443,49952965,49956423,49962870,49958007,49962074,49949611,49951244,49954294,49959608,49956340,49952649,49949869,49963741,49950536,49962640,49952434,49952368,49953386,49953380,49952331,49954842,49953408,49959526,49952625,49951871,49951874,49949903,49953321,49957947,49958843,49951678,49950066,49952093,49952214,49949678,49954043,49951441,49953035,49951183,49953969,49951185,49949666,49946199,49949294],"score":372,"time":1791047017,"title":"Agents don't need memory, they need documentation","type":"story","url":"https://liao.gg/blog/agents-dont-need-memory"}],[49936575,{"by":"fibo","descendants":104,"id":49936575,"kids":[49939038,49938358,49938078,49939328,49939400,49942796,49940919,49939174,49939538,49938274,49938955,49940524,49941300,49943758,49944682,49942687,49941264,49944851,49944320,49938925,49939854,49941278,49941026,49941443,49937236,49941102,49941374,49943069,49941760,49937957,49938593,49941155],"score":362,"time":1790964076,"title":"From the creator of Redis; run LLM locally with ds4","type":"story","url":"https://dwarfstar.sh/"}],[49933869,{"by":"signa11","descendants":207,"id":49933869,"kids":[49940241,49944597,49942441,49944276,49940141,49941466,49942519,49944475,49943060,49944746,49940194,49940331],"score":270,"time":1790950932,"title":"The Forgetful CPU (Linux on M4)","type":"story","url":"https://yuka.dev/blog-2026-10-02-linux-m4.html"}],[49926773,{"by":"Maverick617","descendants":19,"id":49926773,"kids":[49935271,49927198,49931557,49927894,49935075,49930419,49930637,49972107,49932543,49928227,49927903],"score":106,"time":1790887007,"title":"Show HN: Janus – Go binary that runs GGUF models via Vulkan on AMD/Intel/Nvidia","type":"story","url":"https://github.com/Vibra-Ingenn/Janus"}],[49924179,{"by":"chmaynard","descendants":536,"id":49924179,"kids":[49924738,49928611,49925011,49925169,49924540,49929727,49929168,49924513,49924964,49924699,49932507,49933029,49925225,49924704,49929493,49924479,49924712,49936635,49925303,49930599,49931484,49925983,49930360,49928400,49930666,49930044,49925956,49932375,49930769,49925075,49929939,49924709,49925893,49929971,49932045,49929640,49925341,49924847,49935880,49934311,49929412,49924805,49930669,49928496,49924544,49933721,49932780,49933020,49924435,49929228,49932165,49928286,49924981,49933975,49933414,49932790,49924881,49937977,49936744,49932629,49930329,49924484,49924796,49931212,49933634,49929651,49930075,49926205,49929836,49929159,49925590,49929500,49935540,49935186,49925219,49928311,49924518,49929535,49930735,49932541,49924452,49924411,49924625,49929650,49929540],"score":574,"time":1790873823,"title":"Git 3.0's upcoming SHA-256 default will be a costly mistake","type":"story","url":"https://blog.gitbutler.com/git-3-sha-256"}],[49912444,{"by":"jbott","descendants":107,"id":49912444,"kids":[49914558,49913777,49919081,49915566,49913275,49914371,49917756,49914175,49918605,49914744,49913155,49929519,49918479,49916988,49919423,49918089,49924107,49916324,49912718,49913465],"score":230,"time":1790792265,"title":"5x faster Edge Functions: V8 isolates to Firecracker MicroVMs","type":"story","url":"https://www.netlify.com/blog/edge-functions-firecracker-microvms/"}],[49911995,{"by":"anerli","descendants":99,"id":49911995,"kids":[49912394,49912331,49912862,49915207,49912533,49918498,49918132,49912423,49912157,49915740,49913270,49912559,49918517,49915610,49912629,49925770,49917914,49917355,49913203,49918283,49913488,49912071,49917856,49912193,49912148,49916227,49919823,49918708,49912900,49917287,49912162,49930793,49915874,49921503,49916309,49920389,49917886,49922444,49919610,49919892,49912242,49915733,49921423,49918082,49919851,49919455,49916313,49914583],"score":194,"text":"$16","time":1790789860,"title":"Launch HN: Magnitude (YC S25) – Self-optimizing inference engine for agents","type":"story","url":"https://github.com/magnitudedev/magnitude"}]]

user:	ContinuityLab
created:	October 1, 2026
karma:	-1
about:	The Continuity Lab is a research lab exploring how continuity across physical and digital systems can become verifiable evidence. We build and test open protocols, starting with MyShape Protocol and CPS-0001. We test hypotheses. We do not defend them.