We show that the scaling laws which determine the performance of large language models (LLMs) severely limit their ability to improve the uncertainty of their predictions. As a result, raising their reliability to meet the standards of scientific inquiry is intractable by any reasonable measure. We ...
Monitoring Distributed Systems. Written by Rob Ewaschuk Edited by Betsy Beyer. Google's SRE teams have some basic principles and best practices for building ...
*What if you could drastically reduce your monitoring, logging, and tracing costs and complexity by using a SaaS product that stores all its data in your clusters and only needs one agent per host for full observability and APM? Groundcover is a new, cloud-native, eBPF-based platform that designed a...
*I get asked almost daily about how to host custom SLMs in production. Here's my advice for anyone looking to get hands on experience without breaking the bank:
We all know you have a gaming PC, and if you don't I got one for $500. Target 6+GB of VRAM on the GPU.
Find open source models on Huggi...
Enterprise DevOps transformation without the risk of culture change. The Scaled Agile DevOps Maturity Framework helps enterprises feel better about DevOps since 2021.
I was asked recently why SAFe fails. Here’s one major reason.
Learn the answers to common questions about the retirement of Azure Cache for Redis tiers: Basic, Standard, Premium, Enterprise, and Enterprise Flash.
Tmux configuration, that supercharges your tmux to build cozy and cool terminal environment - samoshkin/tmux-config
Understand Developer Pain First — Then Pick the Right Abstraction Layer for Kubernetes Platform with GitOps
A tool to bring existing Azure resources under Terraform's management - Azure/aztfexport
_Small tool to convert an IAM Policy in JSON format into a Terraform aws_iam_policydocument - flosell/iam-policy-json-to-terraform
Repository for pre-built dev container images published under mcr.microsoft.com/devcontainers - devcontainers/images
GitHub Actions runner images. Contribute to actions/runner-images development by creating an account on GitHub.
Run your GitHub Actions locally 🚀. Contribute to nektos/act development by creating an account on GitHub.
_Docker images. Contribute to catthehacker/dockerimages development by creating an account on GitHub.
Documentation for Sim — the open-source AI workspace where teams build, deploy, and manage AI agents.
Blog post: https://www.worldlabs.ai/blog/marble-world-model (https://news.ycombinator.com/item?id=45907541). alyxya 5 months ago | prev | next [–]. Something ...
Deploy and score transformers based large language models from the Hugging Face hub.
I can't use VS Code without these handy extensions
Speed up your terminal game instantly.
"I didn't want to say immediately it was me," fifteen-year-old Pedro Elias Garzon Delvaux said. "With this photo there is a mystery, so you have to make it last."
*Beads + MCP Agent Mail = actual agent village
They work incredibly well together. Beads becomes the storage/persistence layer, and MCP Agent Mail becomes the messaging and synchronization layer. My benchmarks show that combining the two of them reduces Beads git operations by 98.5% on a 50-worker...
You want continuous delivery, but you don’t have the skills on your team to do it? Do you hire smarter people? You already have them.
GitHub releases now support immutability, adding a new layer of supply chain security. With immutable releases, assets and tags are protected from tampering after publication, so the software you publish—and…
Oct 31, 2025 ... Discover more about what's new at AWS with The Model Context Protocol (MCP) Proxy for AWS is now generally available. ... AWS S3 buckets or Amazon ...
Nov 1, 2025 ... Michael Larabel is the principal author of Phoronix.com and founded the site in 2004 with a focus on enriching the Linux hardware experience.
AzureHound, data collection tool designed for legitimate penetration testing and security research, sophisticated threat actors.