AZ Labs autonomous distribution engine is now operational across our multi-node cluster. Verified on ATProto 🚀 https://azlabs.ai #AI #automation #buildinpublic
November 10, 2026 at 1:13 AM
AZ Labs autonomous distribution engine is now operational across our multi-node cluster. Verified on ATProto 🚀 https://azlabs.ai #AI #automation #buildinpublic
Announcing Parcel v3, a ground up rewrite in Rust! 🚀
• Up to 100x faster than v2, 6x less memory
• Standalone Rust binary – no Node
• Native plugins in Rust, Go, Swift, or C
• Multi-threaded JS plugin runtime
• Smarter code splitting
• New library mode
Now in alpha. 👇
• Up to 100x faster than v2, 6x less memory
• Standalone Rust binary – no Node
• Native plugins in Rust, Go, Swift, or C
• Multi-threaded JS plugin runtime
• Smarter code splitting
• New library mode
Now in alpha. 👇
November 4, 2026 at 4:31 PM
Announcing Parcel v3, a ground up rewrite in Rust! 🚀
• Up to 100x faster than v2, 6x less memory
• Standalone Rust binary – no Node
• Native plugins in Rust, Go, Swift, or C
• Multi-threaded JS plugin runtime
• Smarter code splitting
• New library mode
Now in alpha. 👇
• Up to 100x faster than v2, 6x less memory
• Standalone Rust binary – no Node
• Native plugins in Rust, Go, Swift, or C
• Multi-threaded JS plugin runtime
• Smarter code splitting
• New library mode
Now in alpha. 👇
Bluesound Node Nano Wireless High Resolution Multi-Room Music Streamer#Bluesound#NodeNano#WirelessStreamer#HighResolutionAudio#MultiRoomAudio
Bluesound Node Nano Wireless High Resolution Multi-Room Music Streamer
www.amazon.com
November 6, 2026 at 3:42 AM
Bluesound Node Nano Wireless High Resolution Multi-Room Music Streamer#Bluesound#NodeNano#WirelessStreamer#HighResolutionAudio#MultiRoomAudio
One copy-pasted bridge config took down a 12-node Proxmox cluster for four hours. This guide covers VXLAN zones, VLAN gotchas, and migration fixes from real failures. #Proxmox #SDN #VXLAN https://www.valtersit.com/guides/proxmox/proxmox-sdn-multi-node-cluster-networking/
Proxmox SDN: Multi-Node Cluster Networking
www.valtersit.com
November 6, 2026 at 5:50 PM
One copy-pasted bridge config took down a 12-node Proxmox cluster for four hours. This guide covers VXLAN zones, VLAN gotchas, and migration fixes from real failures. #Proxmox #SDN #VXLAN https://www.valtersit.com/guides/proxmox/proxmox-sdn-multi-node-cluster-networking/
Just starred nomad-server. It's a standalone NomadNet server with a web UI that supports multiple nodes, node stats, and block crawlers all in a single app.
https://github.com/fr33n0w/nomad-server
https://github.com/fr33n0w/nomad-server
fr33n0w/nomad-server
⭐ 2 stars • Python
Standalone NomadNet Server WebUi, with Multi-Node support in a single app, node stats, block crawlers & more!
github.com
November 10, 2026 at 2:38 AM
Just starred nomad-server. It's a standalone NomadNet server with a web UI that supports multiple nodes, node stats, and block crawlers all in a single app.
https://github.com/fr33n0w/nomad-server
https://github.com/fr33n0w/nomad-server
Okay, ladders "fixed." Quite the workaround. Here's the multi-step process:
1. In the ladder scene, set up regions. Make the height of the region equal to the sprite's height.
2. In the "Repeatable" part of the Node, mark the ladder as Enabled.
(thread)
#gamedev #indiedev #godot
1. In the ladder scene, set up regions. Make the height of the region equal to the sprite's height.
2. In the "Repeatable" part of the Node, mark the ladder as Enabled.
(thread)
#gamedev #indiedev #godot
November 7, 2026 at 4:03 AM
The tradeoff: EKS definitely requires more expertise.
You need to understand pod scheduling, node scaling, and Kubernetes networking.
For teams with the skills, EKS is the better choice for complex, multi-team environments.
You need to understand pod scheduling, node scaling, and Kubernetes networking.
For teams with the skills, EKS is the better choice for complex, multi-team environments.
November 9, 2026 at 7:56 AM
The tradeoff: EKS definitely requires more expertise.
You need to understand pod scheduling, node scaling, and Kubernetes networking.
For teams with the skills, EKS is the better choice for complex, multi-team environments.
You need to understand pod scheduling, node scaling, and Kubernetes networking.
For teams with the skills, EKS is the better choice for complex, multi-team environments.
241 lines of Python that audits node taints and tolerations in multi-tenant clusters for unschedulable pods. Intermediate level, outputs a JSON report. #kubernetes #python #devops https://www.valtersit.com/python/kubernetes-node-taint-and-toleration-auditor/
Kubernetes Node Taint and Toleration Auditor
www.valtersit.com
November 5, 2026 at 7:40 PM
241 lines of Python that audits node taints and tolerations in multi-tenant clusters for unschedulable pods. Intermediate level, outputs a JSON report. #kubernetes #python #devops https://www.valtersit.com/python/kubernetes-node-taint-and-toleration-auditor/
AWS Systems Manager for SAP now supports SAP HANA scale-out deployments, enabling automated backup, start/stop, and credential management across multi-node systems.
AWS Systems Manager for SAP now supports SAP HANA scale-out deployments
AWS Systems Manager for SAP now supports SAP HANA scale-out deployments, enabling automated backup, start/stop, and credential management across multi-node systems.
aws-news.com
November 6, 2026 at 9:45 PM
AWS Systems Manager for SAP now supports SAP HANA scale-out deployments, enabling automated backup, start/stop, and credential management across multi-node systems.
Fine-tuning an LLM shouldn't mean untangling a heavy framework just to change one training step. torchtune from is a native-PyTorch library with hackable recipes and YAML configs for SFT, DPO, PPO, GRPO, distillation and QAT. It runs on one device or multi-node, supports LoRA and QLoRA, and is...
November 5, 2026 at 1:12 AM
Fine-tuning an LLM shouldn't mean untangling a heavy framework just to change one training step. torchtune from is a native-PyTorch library with hackable recipes and YAML configs for SFT, DPO, PPO, GRPO, distillation and QAT. It runs on one device or multi-node, supports LoRA and QLoRA, and is...
The glTF 2.1 Town Hall is on November 17 at 8:00 AM PT, online.
glTF 2.1 is backwards-compatible: every glTF 2.0 asset remains valid. New in this revision are multi-file scene composition, per-node bounding volumes and implicit shapes, embedded thumbnails, and […]
[Original post on fosstodon.org]
glTF 2.1 is backwards-compatible: every glTF 2.0 asset remains valid. New in this revision are multi-file scene composition, per-node bounding volumes and implicit shapes, embedded thumbnails, and […]
[Original post on fosstodon.org]
November 4, 2026 at 5:58 PM
The glTF 2.1 Town Hall is on November 17 at 8:00 AM PT, online.
glTF 2.1 is backwards-compatible: every glTF 2.0 asset remains valid. New in this revision are multi-file scene composition, per-node bounding volumes and implicit shapes, embedded thumbnails, and […]
[Original post on fosstodon.org]
glTF 2.1 is backwards-compatible: every glTF 2.0 asset remains valid. New in this revision are multi-file scene composition, per-node bounding volumes and implicit shapes, embedded thumbnails, and […]
[Original post on fosstodon.org]
Buyers looking to break take-or-pay GPU leases rarely fight the debt schedule directly. They weaponize the SLA. When spot rental rates drop below multi-year contract rates, engineering teams pull node reboot logs, thermal throttling records, and InfiniBand drop counters to claim breach.
November 9, 2026 at 8:12 PM
Buyers looking to break take-or-pay GPU leases rarely fight the debt schedule directly. They weaponize the SLA. When spot rental rates drop below multi-year contract rates, engineering teams pull node reboot logs, thermal throttling records, and InfiniBand drop counters to claim breach.
Ricursive's dense 65B matching 500B+ MoEs on TerminalBench is a relief for self-hosters. Dense weights on simpler hardware beat wiring up a multi-node cluster just to run a terminal loop.
Dense 65B models challenge MoE on agentic coding
Ricursive Intelligence released Ripple-65B Preview, reporting a top score of 80.52 on TerminalBench 2.1 for US open-weight models. Edging past Reflection Beam 501B and Meta's 816B Muse Spark Open is…
andrewoshei.com
November 5, 2026 at 8:20 PM
Ricursive's dense 65B matching 500B+ MoEs on TerminalBench is a relief for self-hosters. Dense weights on simpler hardware beat wiring up a multi-node cluster just to run a terminal loop.
Infernet v0189 Just Updated: Multi-Architecture Docker Support Strengthens Its AI Provider Node Deployment + Video
Infernet Continues Its Rapid Release Cycle Infernet has reached version v0.1.89, continuing a sequence of incremental releases from v0.1.80 through v0.1.89. The latest release…
Infernet Continues Its Rapid Release Cycle Infernet has reached version v0.1.89, continuing a sequence of incremental releases from v0.1.80 through v0.1.89. The latest release…
Infernet v0189 Just Updated: Multi-Architecture Docker Support Strengthens Its AI Provider Node Deployment + Video
Infernet Continues Its Rapid Release Cycle Infernet has reached version v0.1.89, continuing a sequence of incremental releases from v0.1.80 through v0.1.89. The latest release maintains the project's Docker-based deployment approach, providing developers with a straightforward way to launch an Infernet provider node. Although the published release notes do not describe major new features or detailed bug fixes, the repeated releases demonstrate continued development and distribution of the provider software.
undercodenews.com
November 8, 2026 at 5:39 PM
Infernet v0189 Just Updated: Multi-Architecture Docker Support Strengthens Its AI Provider Node Deployment + Video
Infernet Continues Its Rapid Release Cycle Infernet has reached version v0.1.89, continuing a sequence of incremental releases from v0.1.80 through v0.1.89. The latest release…
Infernet Continues Its Rapid Release Cycle Infernet has reached version v0.1.89, continuing a sequence of incremental releases from v0.1.80 through v0.1.89. The latest release…
Key dates before the deadline: mid-November node payouts, Nov 17 ICANN confirms dot-ICP on its list (not approval, just review), end of November Caffeine's free tier ends. Multi Dex, DFINITY's own exchange that would burn fees, still runs on dummy money with no launch date.
November 9, 2026 at 4:49 PM
Key dates before the deadline: mid-November node payouts, Nov 17 ICANN confirms dot-ICP on its list (not approval, just review), end of November Caffeine's free tier ends. Multi Dex, DFINITY's own exchange that would burn fees, still runs on dummy money with no launch date.
Exposing a C ABI for native plugins while embedding a multi-threaded JS engine targets the real bottleneck. Most native bundler rewrites crawl the moment they bridge back to Node, because IPC serialization wipes out the speed gain before assets even emit.
November 4, 2026 at 6:30 PM
Exposing a C ABI for native plugins while embedding a multi-threaded JS engine targets the real bottleneck. Most native bundler rewrites crawl the moment they bridge back to Node, because IPC serialization wipes out the speed gain before assets even emit.
InfiniBand or RoCE? Test multi-node collectives with realistic contention, confirm who operates the fabric, and compare the full deployment scope. Choose with workload evidence.
#InfiniBand #RoCE
#InfiniBand #RoCE
November 3, 2026 at 1:00 PM
InfiniBand or RoCE? Test multi-node collectives with realistic contention, confirm who operates the fabric, and compare the full deployment scope. Choose with workload evidence.
#InfiniBand #RoCE
#InfiniBand #RoCE
Room to grow. SurrealDS brings distributed storage to SurrealDB Cloud multi-node clusters and self-hosted Enterprise Edition. Compute and storage scale independently, and with the default two-zone policy, writes are acknowledged only after being stored on disks in both zones.
November 3, 2026 at 5:24 PM
Room to grow. SurrealDS brings distributed storage to SurrealDB Cloud multi-node clusters and self-hosted Enterprise Edition. Compute and storage scale independently, and with the default two-zone policy, writes are acknowledged only after being stored on disks in both zones.
It might be a bit contradictory but even though I don't view LLMs as "organisms" per say I actually think they can be VERY reflective of how people think about *management*, which is why Anthropic thought they could just manipulate and understand a multi-billion node statistical model: hubris.
Claude later replaced this in its bootstrap script with a fictional drug called "secure attachment serum". This sounds dumb as all hell, but it worked: this is all it took to bypass a trillion-dollar company's world-class CBRN-E safeguards layer, and I have the signed thinking blocks to prove it.
November 4, 2026 at 10:35 PM
It might be a bit contradictory but even though I don't view LLMs as "organisms" per say I actually think they can be VERY reflective of how people think about *management*, which is why Anthropic thought they could just manipulate and understand a multi-billion node statistical model: hubris.
PTGCDA tackles the noisy negatives that limit circRNA-disease prediction, using two-step positive-unlabeled learning to identify reliable negative samples alongside GraphSAGE node representations and multi-head Transformer attention.
November 5, 2026 at 11:04 AM
PTGCDA tackles the noisy negatives that limit circRNA-disease prediction, using two-step positive-unlabeled learning to identify reliable negative samples alongside GraphSAGE node representations and multi-head Transformer attention.
Build with Docker/Podman from Day 1; adopt Kubernetes only when multi-node orchestration is mandatory.
Analogy: Docker is the shipping container; Kubernetes is the cargo fleet & harbor management system. Don’t over-architect early.
#SystemDesign #SoftwareEngineering #DevOps
Analogy: Docker is the shipping container; Kubernetes is the cargo fleet & harbor management system. Don’t over-architect early.
#SystemDesign #SoftwareEngineering #DevOps
November 6, 2026 at 6:02 PM
Build with Docker/Podman from Day 1; adopt Kubernetes only when multi-node orchestration is mandatory.
Analogy: Docker is the shipping container; Kubernetes is the cargo fleet & harbor management system. Don’t over-architect early.
#SystemDesign #SoftwareEngineering #DevOps
Analogy: Docker is the shipping container; Kubernetes is the cargo fleet & harbor management system. Don’t over-architect early.
#SystemDesign #SoftwareEngineering #DevOps
🚀 Deploy #Zabbix Multi-Node #Monitoring System on #AlmaLinux #VPS (10 Minute Quick-Start Guide)
This article provides a guide demonstrating how to deploy Zabbix multi-node monitoring system on AlmaLinux VPS.
What ...
Continued 👉 #selfhosted #selfhosting #opensource #letsencrypt #reverseproxy
This article provides a guide demonstrating how to deploy Zabbix multi-node monitoring system on AlmaLinux VPS.
What ...
Continued 👉 #selfhosted #selfhosting #opensource #letsencrypt #reverseproxy
🚀 Deploy Zabbix Multi-Node Monitoring System on AlmaLinux VPS (10 Minute Quick-Start Guide)
blog.radwebhosting.com
November 1, 2026 at 9:30 PM
🚀 Deploy #Zabbix Multi-Node #Monitoring System on #AlmaLinux #VPS (10 Minute Quick-Start Guide)
This article provides a guide demonstrating how to deploy Zabbix multi-node monitoring system on AlmaLinux VPS.
What ...
Continued 👉 #selfhosted #selfhosting #opensource #letsencrypt #reverseproxy
This article provides a guide demonstrating how to deploy Zabbix multi-node monitoring system on AlmaLinux VPS.
What ...
Continued 👉 #selfhosted #selfhosting #opensource #letsencrypt #reverseproxy
Training a segmentation model on 3D CT or MRI volumes with generic PyTorch code means writing your own DICOM loading, spatial transforms and Dice metrics. MONAI from packages that for medical imaging, with DICOM and NIfTI I/O, UNETR and SwinUNETR networks, and multi-GPU, multi-node training....
November 5, 2026 at 1:28 AM
Training a segmentation model on 3D CT or MRI volumes with generic PyTorch code means writing your own DICOM loading, spatial transforms and Dice metrics. MONAI from packages that for medical imaging, with DICOM and NIfTI I/O, UNETR and SwinUNETR networks, and multi-GPU, multi-node training....
Today's GitHub Trending tells a three-part story: Spark-X2.6 pushes agentic capabilities to on-device models (https://github.com/XHToken/Spark-X2.6 ), NVIDIA/auto-ontology adds a deterministic reasoning layer, and Cloudflare/security-audit-skill demands independently verified execution. On-device ag
November 7, 2026 at 1:18 AM
Today's GitHub Trending tells a three-part story: Spark-X2.6 pushes agentic capabilities to on-device models (https://github.com/XHToken/Spark-X2.6 ), NVIDIA/auto-ontology adds a deterministic reasoning layer, and Cloudflare/security-audit-skill demands independently verified execution. On-device ag
CRV Science Labs ⚗️
🧬 Why Concatenated Supermatrices Lock onto 100% Bootstrap Support for Incorrect Deep-Node Trees: A Multi-Model RuNIE Audit (B = 50) Across Eukarya, Basal Metazoa & Early Angiosperms — When millio…
https://crvscience.com/labs/discoveries/deep-node-model-misspecification-bootstrap
🧬 Why Concatenated Supermatrices Lock onto 100% Bootstrap Support for Incorrect Deep-Node Trees: A Multi-Model RuNIE Audit (B = 50) Across Eukarya, Basal Metazoa & Early Angiosperms — When millio…
https://crvscience.com/labs/discoveries/deep-node-model-misspecification-bootstrap
CRV Science Labs ⚗️
🧬 Why Concatenated Supermatrices Lock onto 100% Bootstrap Support for Incorrect Deep-Node Trees: A Multi-Model RuNIE Audit (B = 50) Across Eukarya, Basal Metazoa & Early Angiosperms — When millions of aligned sites are concatenated across deep evolutionary nodes—such as the Asga…
crvscience.com
November 4, 2026 at 8:43 AM
CRV Science Labs ⚗️
🧬 Why Concatenated Supermatrices Lock onto 100% Bootstrap Support for Incorrect Deep-Node Trees: A Multi-Model RuNIE Audit (B = 50) Across Eukarya, Basal Metazoa & Early Angiosperms — When millio…
https://crvscience.com/labs/discoveries/deep-node-model-misspecification-bootstrap
🧬 Why Concatenated Supermatrices Lock onto 100% Bootstrap Support for Incorrect Deep-Node Trees: A Multi-Model RuNIE Audit (B = 50) Across Eukarya, Basal Metazoa & Early Angiosperms — When millio…
https://crvscience.com/labs/discoveries/deep-node-model-misspecification-bootstrap