Home Server Hardware

Small form‑factor builds, ECC memory considerations, and quiet cooling for 24/7 uptime.

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trendhunter.com > trends > VPU-as-a-Service-Platforms

VPU-as-a-Service Platforms

6+ min ago   (45+ words) Blackstone and Google Launch Its Tensor Processing Units Amazon Trainium Chips Now Powers World-Model Startups Acres Launches Acres Beta Platform With In‑House GPU Training RightNow AI Accelerates CUDA Optimization With Integrated GPU Tools BIXBI Pet Earns Purity Certification for…...


dev.to > sergey_shinder_ab2d943365 > every-deploy-told-our-autoscaler-that-traffic-had-gone-up-forty-times-48k

Every deploy told our autoscaler that traffic had gone up forty times

11+ min ago   (459+ words) For four months every deploy of our search API scaled it from fourteen pods to its maximum of sixty... Tagged with sergeyshinder, observability, prometheus, kubernetes. For four months every deploy of our search API scaled it from fourteen pods to…...


dev.to > sergey_shinder_ab2d943365 > our-deploy-script-kept-every-value-except-the-ones-the-new-chart-added-1ak3

Our deploy script kept every value except the ones the new chart added

13+ min ago   (321+ words) In August a node in our production cluster came under memory pressure and the kubelet evicted every checkout pod on it, while pods of other services on the same node, using more memory, stayed put. Checkout lost a third of…...


dev.to > bar_dror_a3d32cb94b1 > how-container-networking-works-from-veth-to-the-bridge-1doc

How Container Networking Works: From veth to the Bridge

24+ min ago   (1267+ words) Originally published on Code Beneath. A container is not a separate physical machine. It is a Linux process with its own network namespace: its own set of network interfaces, routing table, and firewall rules. The kernel uses namespaces to isolate…...


globalsources.com > sourcing-digest > developer-runs-29mb-ai-model-on-raspberry-pi-5-for-smart-home-automation

Developer runs 29MB AI model on Raspberry Pi 5 for smart home automation

29+ min ago   (797+ words) Tinkerers are turning the Raspberry Pi 5 into a surprisingly capable automation hub with Needle 3, a compact AI model built for tool calling rather than conversation. Its small footprint, fast local performance, and ability to connect with services such as Home…...


cloudrepo.io > docs > publish > python.html

Publish Python packages to CloudRepo

2+ day, 18+ hour ago   (290+ words) Python packages reach CloudRepo through twine, the same tool and the same upload API that publish to PyPI: it needs the repository’s address and a credential. This page is for the person who publishes a package. To install what you…...


dev.to > ajeetraina > getting-started-with-docker-cloud-sandboxes-1ill

Getting Started with Docker Cloud Sandboxes

1+ hour, 9+ min ago   (1363+ words) AI coding agents now run for a long time. A single task can take hours: a refactor, a full test run, a migration. The question is no longer whether the model can finish the work, but where that work should…...


dev.to > ajeetraina > building-an-autonomous-ab-testing-agent-on-docker-cloud-sandboxes-5926

Building an Autonomous A/B Testing Agent on Docker Cloud Sandboxes

1+ hour, 17+ min ago   (1075+ words) Have you ever wondered if an AI agent could run an A/B test all by itself? In this post, we will build one together. We will go slowly, one file at a time, so you can follow along even…...


saasrise.com > news > opensource-plimsoll-sandbox-gives-saas-platforms-verifiable-isolation-for-aigenerated-code-11cbffa0-7633-443b-b931-de3e09d36ff5

Open‑Source Plimsoll Sandbox Gives SaaS Platforms Verifiable Isolation for AI‑Generated Code

5+ hour, 26+ min ago   (360+ words) Plimsoll Sandbox Secures AI‑Generated Code for SaaS SaasRise Open‑Source Plimsoll Sandbox Gives SaaS Platforms Verifiable Isolation for AI‑Generated Code Plimsoll, an open‑source self‑hosted sandbox, launched to let SaaS platforms run AI‑generated code behind verifiable…...


dev.to > anupa_supul > what-happens-when-you-push-code-to-production-understanding-aws-cicd-with-github-actions-docker-1j5k

What Happens When You Push Code to Production? Understanding AWS CI/CD with GitHub Actions, Docker, ECR & ECS

1+ hour, 35+ min ago   (1494+ words) Imagine you have finished building a Node.js backend. Everything works on your laptop, and you are ready to deploy it. Traditionally, you might connect to a server, pull the latest code, install dependencies, restart the application, and hope nothing…...