developers header
"developers" by @pkgsrc
Twitter accounts of pkgsrc developers
What am I looking at? Oh nothing, just smolBSD running Xorg over VirtIO GPU with virgl enabled. WIP here: github.com/NetBSDfr/NetBSD-s…
4
10
44
2,024
And this, my friends, is Urban Terror running at 100 FPS on a smolBSD microVM.
2
5
109
Evening relaxation activity.
1
169
iMil 🇪🇸🦇 retweeted
8
22
1
171
4,795
picoclaw 0.5.2 is out! and smolClaw is up-to-date with it :) smolbsd.org/smolclaw/ thanks for your work @afjcjsbx !
1
1
6
446
iMil 🇪🇸🦇 retweeted
PicoClaw v0.5.2 just dropped! ⚡️ Boosted prompt cache hit rates with usage reporting, WebUI MCP dashboard controls, sync context compaction, and memory tuning for low-spec boards. #OpenSource #AI #Assistant #Golang #RISCV
1
1
3
178
21,864 Yugoslavian .yu Domains jacobfilipp.com/yu/
3
2
139
iMil 🇪🇸🦇 retweeted
Seems that well known freshports.org/ has interesting addition called daemonports.org ... and its for Ports of all BSDs :)
2
9
50
1,701
iMil 🇪🇸🦇 retweeted
Now I also confirmed that 2080ti unlock is successful with similar approach as the 30-series' method it reach nearly same speed as 350w 3090(locked) with only 250w in mmapeak and mamf-finder github.com/KohakuBlueleaf/Ko…
Confirmed that 3090 unlock is successful with 360watt power wall, I got 75T -> 135T (measured in Pytorch) Which is insane I used github.com/Zagitta/gpu-unloc… with commit a9b0c75
49
97
28
1,046
166,060
Oh no! I have created a frankenmonster of Cargo and autotools and other weird oddities like mtree. 🫠 Why? You'll soon see once I have time to iron out a first last issues... // TODO: Insert "I'm not proud of it. I'm a bit." meme.
1
4
322
Look! Just loads of modern device/fs drivers for old NT versions. Oh, they are vibe-coded of course. "What if they don't work perfectly?!?" But does it matter? You'll have retro-fun anyway. github.com/ages2001?tab=repo…
1
13
414
iMil 🇪🇸🦇 retweeted
Today we're launching cve.now 🚨 Yesterday was a rough day for security. php2shell, LiteLLM, Railway... How are we supposed to stay on top of all of this? cve.now aggregates 4 vulnerability sources into one free feed and uses AI to explain each one in plain English. No login. cve.now
128
271
81
1,860
533,988
Signal galère chez vous aussi ? la journée n'est pas finie...
2
2
1,231
iMil 🇪🇸🦇 retweeted
Achieved RCE POC in a PHP 8.5.4 lab (but cheating a little bit on the php.ini with debug mode to leak address .. for now ) Thanks @BlWasp_ for the help CVE-2026-109618 CVE-2026-109619
2
10
1
46
6,818
Give this project more visibility tweeps! Possibly the best personal assistant around, not overly complex, simple to install and run, works on anything, RT @afjcjsbx !
Do you want a personal AI assistant to integrate on WeChat, Feishu, Telegram? you can take a look at PicoClaw A super lightweight open source agent with long-term memory, planned tasks, MCP tools, plugins and web interface Installable with a single command, just enter the API key of the model and use it github.com/afjcjsbx/picoclaw
3
3
1
6
1,033
iMil 🇪🇸🦇 retweeted
Do you want a personal AI assistant to integrate on WeChat, Feishu, Telegram? you can take a look at PicoClaw A super lightweight open source agent with long-term memory, planned tasks, MCP tools, plugins and web interface Installable with a single command, just enter the API key of the model and use it github.com/afjcjsbx/picoclaw
3
2
15
57,066
The year is 3026 and I'm working on various projets in // with local agents. For those interested, harness == maki, model on the left is QFN iq3_xxs (RX 7600 8GB / 64GB DDR4), model on the right is QFN q5_k_xl (RTX 5080 + RTX 3090 / 40GB total VRAM + 96 DDR4) #AI #LocalLLM
2
2
3
741
Debian? is that you?
I don’t understand? How
4
6
28
3,746
iMil 🇪🇸🦇 retweeted
Si vous vous ennuyez au travail, sachez que vous pouvez désormais jouer à Need for Speed Underground 2 depuis votre navigateur 😍 il y a même du multijoueur ! Lien : nfsu2.xyz/
77
516
52
4,458
373,918
Hear me out: @support_huihui abliterated Qwen Flash Next 3.8 Swift iq2_xs on Strata running on a *8GB RX 7600*, 64GB DDR4 and a cheap NVMe drive at FREAKING 30-40 TOKENS/S @coldniko is the goat.
1
3
9
846
Now trying Gyro-M
127
Some neat & useful(!) swag I brought back from BazelCon 😎 I have something even cooler to show but that'll have to wait until I write an article about it. h/t @engflow
1
7
260
30 tok/s en q2_0 avec une RX 7600 / 8GB et 64GB de DDR4
1
69
Probablement un peu plus en iq2_xxs mais j'ai pas encore eu le temps de test
1
84
iMil 🇪🇸🦇 retweeted
Strata 0.2.0 is now live in beta! It includes its own in-app harness and terminal-serving interface. github.com/Niko1221/Strata A lot of performance improvements and support for low-end devices 👇
140
240
74
1,300
188,161
Real iOS 16.5 booting on Android hardware, Not a theme, Not an emulator. HackiOS shows a Poco X5 Pro/ Note 12 Turbo booting into what looks like iOS 16.5 (Settings About as iPhone X, home screen, widgets). They say custom UEFI + XNU kernel not a skin. But no public source code, no independent verification, and no installable build. They claim custom UEFI + XNU adaptation and say it’ll be free and open.
WTf, Running real iOS on Android hardware. HackiOS is attempting a full code rewrite to run actual iOS on Android hardware. They’re in the final polishing stage. If it works, the project will be completely free and open no paywalls, no premium tiers.
9
49
544
40,168
La semaine dernière on a fait connaissance avec #FreeBSD. Alors demain, ça va devenir un aquatique et piquant. Il est temps qu'on parle tu gros posson tout zaune ! #OpenBSD install / packages / ports / build... Et comme toujours, ça se passe ici à 8h: twitch.tv/lefinnois_
2
8
12
855
Writing articles in Markdown comes with friction. One thing that has always irritated me is inserting cross-links to other articles. I don't know elisp and would have never automated this... but AI does so... why not ask it? 5 minutes, and done. "SPC #" for my own blog helpers!
7
502
i don't get the moe obsession, every model release this week is moe the last good dense model that fits on a decent gpu was qwen 3.8 27b in august, before that gemma 4 31b in april. that 20 to 30b dense class is where small gpus live, and it's gone quiet and on small gpus dense is the one that pays off, give us dense models that run well on small gpus.
51
8
1
177
19,737
Maybe try QFN for real? It literally destroys 27B on every task. It runs on a 8GB GPU w/ 64GB DDR{3,4,5}
1
1
301
...with Strata of course :)
1
1
137
Qwen Flash Next UD-IQ4_XS is good, but note the level of detail UD-Q4_K_XL brings in this small X-Wing simulator, created in 10 minutes with Strata * xs imil.net/stuff/xwing.html * k_xl imil.net/stuff/xwing-q4_k_xl…
1
580
A principle that’s hard for me to not apply, for better or worse: Faced with a problem, don’t just work to solve it. Instead, figure out what would have made it so easy that someone would have already solved it by now. Make it so. Then be the lucky someone.
1
6
582
🤖 Made with AI
2
2
16
1,864
Same rig, unsloth-UD-Q4_K_XL
1
132
I've been very quiet around here for unclear reasons, but with BazelCon 2026 behind our backs... I need to write a couple of articles so let's pick this up again!
2
9
473
Por ahí vamos otra vez eh @CorreosAtiende ?
2
431
Replying to @Rapid_API
@Rapid_API @nokia One month since your September 15 reply, still no response or provider payout despite several follow-ups. Could you please provide an update?
91
iMil 🇪🇸🦇 retweeted
Replying to @iMilnb
It’s back now!
1
1
1
150
.@Vec_Szn did you take down the PolyStrata repo? 404 this morning :(
1
3
968
Oh ok, stay strong! I'm working on MiniCPM-V-4.7 support in PolyStrata ;)
2
1
233
While at it I merged latest Strata 0.1.43.1
109
iMil 🇪🇸🦇 retweeted
Running AI locally is not about cutting API costs. It is about owning your digital sovereignty again.
44
31
7
474
13,946
Current: [strata] done: 6719 tokens in 66 s (102.4 tok/s) (disconnect, cancel=True), expert cache 97.5% hit (+0.4% of the routed experts over PCIe) The model is qwen3.8-flash-next-unsloth-ud-iq4_xs on 1xRTX5080 + 1xRTX3090 + 64GB DDR4 insane. kudos to @coldniko
1
13
776
iMil 🇪🇸🦇 retweeted
People still dont fully grasp Strata You can now buy old cheap DDR3 machine with 128GB or 64GB RAM connect 8GB+ GPU and run Qwen3.8-Flash-Next at 70tps+ Remember guys: More cores/threads in CPU - faster it will go :) github.com/Niko1221/Strata
195
275
92
2,892
231,913
smolClaw is now updated with @afjcjsbx's picoclaw fork release 0.5.0! smolbsd.org/smolclaw/ Great job Mauro!
1
4
3
601
iMil 🇪🇸🦇 retweeted
Replying to @iMilnb
- GPU Kernels and Type-Specific Computations: Completely rewritten in SYCL (cannot be merged). - Multi-GPU Workload Distribution: I also plan to implement distributed execution across multiple computers over a network in the future (cannot be merged).
2
1
1
350
You're not ready for supasmolBSD
1
12
590
🚨🇫🇷 La taxe GAFAM passe de 3% à 15%. L'Assemblée présente ça comme une "taxation des géants américains" qui ne touchera pas les français. Sauf que... C'est faux. 😞 Google, Meta, Amazon n'ont aucune raison d'absorber une hausse de taxe de 12% sur leurs marges. → Ils vont la répercuter sur les annonceurs qui achètent de la publicité Google ou Meta (PME françaises, artisans, e-commerçants). → Sur les vendeurs Amazon qui paient leurs commissions. → Sur les abonnés aux services premium. Un impôt sur une entreprise dont le pricing est libre de s'ajuster est toujours, à terme, un impôt sur ses clients.
48
126
10
705
43,806
Incredible. On an RX 7600 / 8GB + 32GB DDR4 ROCm 10.1.0, qwen3.6 35b a3b q4_xs with llama.cpp is *slower* (~15 t/s) than qwen 3.8 QFN iq1_m with Strata (20+ t/s) cc @coldniko
1
1
10
819
iMil 🇪🇸🦇 retweeted
People buying Mac Minis to run OpenClaw while the #PicoClaw gateway takes just ~38 MB of RAM (with only ~18 MB of private memory!). ⚡️ And this isn't even a clean install, it's driving my daily setup with 6 MCP servers and 1 plugin. Peak efficiency! 🔥 #OpenClaw #AI #Assistant
2
1
2
155
My bank account is not friend with @coldniko
310
Rejoice picoclaw users: despite @SipeedLab silence, @afjcjsbx is now maintaining an active fork of the cleanest claw around, 0.4.0 available at github.com/afjcjsbx/picoclaw
Replying to @iMilnb
Hey, thanks so much! Really happy to hear that people appreciate PicoClaw being carried forward. Can't wait to see your PRs on the fork whenever you're ready! 🚀
2
3
5
620
Hey @afjcjsbx ! Thanks for taking over picoclaw <3 I've seen your messages, just hadn't the time to re-open the PR on your fork but I'll certainly will, and possibly another one about conversations mixing with previous ones.
1
413
Create an animated SVG of a colorful parrot juggling with bottles of gin imil.net/stuff/pinpin_ud_iq4… ~55 tok/s on: RTX5080 + RTX3090, 64GB DDR4 Strata magic cc @coldniko
6
581
iMil 🇪🇸🦇 retweeted
I know Niko's been busy, but I'm kind of impatient This is one day of me with Claude Pro (cheapest plan) access😂 🔥GLM 5.3 Flash ⚖️93.1GB model file (the smallest, for now) 👍About 20t/s decode ⚒️Fully custom version of Strata 😥No MTP (yet) 🐌Xeon E5 2690 V4 🐌32GB ddr4 quad channel 🐌NVME 3.0 ⭐2x Tesla V100 PCIe 32GB I have redated part of the dashboard numbers because it is all new and I don't want to spoil anything until that is ready. I left the experts location open though, in case anyone thinks that is not the model I claim :) I enjoyed working on it, so I plan to carry on with optimisations and eventually release it all, stay tuned! More to come⏳
12
8
3
86
13,973
Hopla ! Le replay du stream "plus avant avec le LLM local" est en ligne sur Youtube (attention, l'intro peut contenir des râleries de vieux con réac) : youtube.com/watch?v=XaK5d-Ca…
2
6
16
467
wtf
让我震惊的是这个排行榜! Strata + Qwen3.8-Flash-Next测试出来的效果太好了! 让我突然觉得我拥有了本地的顶级大模型! 速度还爆快,还要什么API?
2
368
iMil 🇪🇸🦇 retweeted
Please share this to support Strata development 👇 Looking for sponsors or rental of at least: - PC with AMD GPU + 64GB RAM - PC with Intel GPU + 64GB RAM - PC with Dual GPU setup + 32GB RAM Location: Slovenia (Europe) I would like to work faster as we’re only 30% in. Please message me Thank you Niko
35
93
8
413
28,270
TLD Zone File Statistics (Glue records, Name servers, DNSSEC, and Domain counts) for October 2026 are online statdns.com
1
4
5
370
omw @coldniko 85 tok/s w/ 0.1.39 vs 75 tok/s w/ 0.1.38 BEAAAST (RTX 5080 + RTX 3090 + 64 DDR4)
3
363
iMil 🇪🇸🦇 retweeted
Booting up Version 7 UNIX on Misspiggy. We’re open 10-4 today! icm.museum #vintagecomputer #retrocomputer #unix #pdp11
7
30
2
188
4,325
iMil 🇪🇸🦇 retweeted
- Output t/s: 75.8 -> 80.0 (+8% aggregate) - Prompt t/s: +26% - Parallel requests (4 max) 👀 - Old CPU support: Sandy / Ivy Bridge, Xeon E5 v1/v2, Bulldozer, Nehalem / Westmere - Old GPU support: P40, P100, GTX 10, V100, Titan V, Instinct MI50 / MI60, Radeon VII - Intel Arc support 👇
41
40
24
449
72,694
iMil 🇪🇸🦇 retweeted
Strata is great! I’m particularly interested in improving multi-GPU performance. I found that the helper cache stays static while the main GPU adapts, allowing duplicate experts and more CPU fallback. A small optimization delivered +62.5% mixed-task and +129.2% code decode speed on dual RTX 4090s. Hope this can make it upstream! @coldniko
3
2
60
3,554
iMil 🇪🇸🦇 retweeted
+20% boost day? 👀
29
11
3
224
44,627
we live in 3026
2
14
1,254
This is #Qwen 3.8 Flash Next IQ3_S running on an RTX 5080 and an RTX 3090 (40GB total VRAM) + 64GB DDR4 with Strata. Absolutely insane. Much love @coldniko
5
3
26
1,461
iMil 🇪🇸🦇 retweeted
- Prompt processing on multi gpu +20% - AMD performance increased by 12% - Unsloth UD-Q4_K_XL experimental fix - OrcaRouter IQ3_XXS added - RTX 20 series fixes - Many more improvements github.com/Niko1221/Strata/r…
28
32
11
340
22,370
iMil 🇪🇸🦇 retweeted
Fucking killed them Lmao.
5
13
3
415
126,928