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The Situation Report

Big news at the UN

Sometimes, maybe dreams come true?

Accelerated Server Sales Are Themselves Accelerating

Kubernetes v1.37: Tracking When a PersistentVolumeClaim Was Last Used (Beta)

Kubernetes v1.37 promotes the PersistentVolumeClaimUnusedSinceTime feature gate to Beta (enabled by default). With this feature, the PersistentVolumeClaim (PVC) protection controller adds an Unused condition to each PVC, telling you whether any running pod currently references it — no custom tooling or cross-referencing required. For the API definition of PVC conditions, see the PersistentVolumeClaim API reference . Read on to learn how the Unused condition works and how to use it. Why track PVC usage? In large-scale Kubernetes clusters, it is common for users to create PVCs and then delete the associated pods without cleaning up the storage,

Qotom Q30952UE Review the New Black Box for 10G Networking

We test the Qotom Q30952UE that delivers two SFP+ 10G ports and six 2.5GbE ports in a little black box with many surprises The post Qotom Q30952UE Review the New Black Box for 10G Networking appeared first on ServeTheHome .

Enterprises Adopt Colocation for AI and Hybrid Cloud Initiatives

Enterprises are strategically choosing colocation data centers to host AI applications, deploy a hybrid cloud model, add incremental capacity, improve connectivity, and reduce costs.

AWS Weekly Roundup: AWS Builder Center mobile apps, Amazon Connect Talent GA, Amazon Corretto 27, and more (September 21, 2026)

Living in the Netherlands, I spend a fair amount of time on trains, and that is usually where I catch up on what the builder community is writing. Until now, that meant opening a laptop or squinting at a browser tab on my phone. This week I found myself scrolling through trending articles and checking […]

Python Workers are now generally available

Python Workers allow developers to run Python web frameworks and AI orchestration libraries natively in the Cloudflare Workers runtime. You can seamlessly integrate with Cloudflare's ecosystem including D1, R2, and Workers AI without writing any JavaScript glue code.

Grid Constraints Steer Dutch Data Centers Beyond Amsterdam

Amsterdam remains a top European data center hub, but power constraints are shifting new capacity to Rotterdam and other regional Dutch markets with available grid connections.

Quoting voxium

It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as much as they can. I have heard multiple times from higher management that pushing code is not a bottleneck, so why are we slow? People are working 12 to 13 hours a day just to press enter. Nobody is reading anything. Everyone, literally everyone, from an L1 to an L7 engineer here is doing the same thing. Talk to Claude. — voxium Tags: ai-misuse , llms , ai , generative

NVIDIA MMS1X00-N5400 QSFP112 1310NM 400Gbps Optic Quick Look

We take a look at the NVIDIA MMS1X00-N5400 which are 500m QSFP112 modules desgined to link devices at up to 500m distances The post NVIDIA MMS1X00-N5400 QSFP112 1310NM 400Gbps Optic Quick Look appeared first on ServeTheHome .

PD Serving of Qwen3.8-2.4T

How vLLM reaches 5K throughput and 180 interactivity on Qwen3.8-2.4T with GB300 NVL72 PD serving and how to reproduce results yourself.

The GenAI Boom Accelerates And Transforms Ethernet Switching

datasette-explain 0.2.2

Release: datasette-explain 0.2.2 Explain plans now work on read-only stored-query pages. I upgraded datasette.simonwillison.net to Datasette 1.0a40, which inspired me to ship a new version of this explain plugin. Tags: sqlite , datasette

STH Q3 2026 Letter from the Editor A Moving Target

In our STH Q3 2026 Letter from the Editor we go into all that has happend in Q3 from the changing industry, to the behind-the-scenes The post STH Q3 2026 Letter from the Editor A Moving Target appeared first on ServeTheHome .

datasette-auth-github 1.0

Release: datasette-auth-github 1.0 I run this GitHub login plugin on the agent.datasette.io demo site and I noticed that my authenticated sessions weren't lasting very long. It turned out that the plugin was setting cookies without a Max-Age parameter, so they were expiring at the end of a browser session (which in Mobile Safari seems to happen pretty often, independently of how you are using the app.) I fixed that in #80 and, since this plugin has been around for quite a while and is tested against both Datasette 0.65.x and Datasette 1.0ax, I decided to bump it up to a 1.0 release. I'm trying to get better at promoting stable plugins to 1.0.

California Sea Lion, Brandt's Cormorant

California Sea Lion, Brandt's Cormorant, in Pillar Point Harbor, CA, US I only noticed this after I had taken the photo: Morris the Northern Gannet is peeking out from behind the base of the sign. Tags: wildlife

Kioxia XL1 CXL XL-FLASH NAND Device Shown

The Kioxia XL1 is an XL-FLASH Generation 2 NAND device that is attached to a system as a 512GB memory expansion device via CXL The post Kioxia XL1 CXL XL-FLASH NAND Device Shown appeared first on ServeTheHome .

ReadyOn’s Four Walls of tenant isolation on Amazon EKS

ReadyOn runs a multi-tenant platform on Amazon EKS that handles highly sensitive enterprise data. This post describes their Four Walls model: four independent layers of tenant isolation combining Kubernetes namespaces, Karpenter node pools, Amazon VPC security groups, and per-tenant Amazon Aurora databases for zero-trust defense in depth.

Benchmarking LLM Inference at Scale with AIPerf

You’re deploying a model on a system. It starts up, prompts are getting responses. Now the hard question: Is this fast? Your instincts might lead you to send...

Saving another 100TB of RAM with math (and Rust)

Cloudflare's global network is immense but not limitless. As we look for small ways to trim our resource usage, we sometimes get lucky and we can cut significantly more. Here’s how we reduced one of our Pingora-based service's RAM usage with statistics.

Space Data Centers Inch Toward Reality, With Caveats

At the AI Infra Summit, a panel of executives and a US government IT leader discussed the promise and challenges of building data centers in space.

The Creative Spirit of Who Framed Roger Rabbit

The Creative Spirit of Who Framed Roger Rabbit I love Who Framed Roger Rabbit , the 1988 movie by Robert Zemeckis. I haven't watched it in quite a few years, and Cypress Frankenfeld just pointed out this sequence from early in the movie: It's a pelican riding a bicycle! Look closely and you'll note that the pelican is animated while the bicycle is a real bicycle. Apparently they filled the wheels with water to add stability, then set it running and guided it with a cable. Cypress gathered more details on the scene. What a delight. Via @cypressf.bsky.social Tags: animation , film , pelican-riding-a-bicycle

Rack Power Is Rising Fast. Here’s What It Means for Data Centers

AI-heavy deployments are driving higher per-rack loads and new requirements for power delivery, liquid cooling, and structural planning.

Be alert: targeted attacks on prominent Rustaceans

Be alert: targeted attacks on prominent Rustaceans Important warning from Adam Harvey and the crates security team: We believe that there is an ongoing campaign targeting rust-lang members and owners of popular crates that is attempting to compromise devices and accounts in order to use them to publish malware. A video call is set up for something positive — maybe for a job, maybe for a project, maybe for a contract opportunity — and then that's used as a vector to either get the target to install something on their computer (such as a purportedly missing audio codec) or execute another command (for example, via putting a command on the clipb

New low-cost burstable Amazon EC2 T8i instances are generally available

AWS introduces new low-cost burstable Amazon EC2 T8i instances powered by custom sixth generation Intel Xeon Scalable Processors (Granite Rapids), available only on AWS. T8i instances are among the lowest-cost EC2 instances and deliver up to 30% better price performance over previous generation T3 instances.

Making global data easier to explore

UN System Data Commons Data webpage

AWS Elastic Beanstalk introduces Cluster Mode

Run an application on AWS Elastic Beanstalk Cluster Mode without provisioning or operating the compute underneath it. You provide a container image or source code; Elastic Beanstalk with service-operated compute creates and operates the environment that runs it.

Bull Beats Out HPE For Next-Gen Lumi AI Supercomputer

Delivery Certainty Will Define the Next Phase of Data Center Growth

Data center demand is strong, but delivery capability will determine success. Power, labor, and supply chain constraints are the new competitive battleground.