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 ...

*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...

Monitoring Distributed Systems. Written by Rob Ewaschuk Edited by Betsy Beyer. Google's SRE teams have some basic principles and best practices for building ...

*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.