1_DevOps'ish

1_DevOps'ish

State of Open Models: Summer 2026 Observations
State of Open Models: Summer 2026 Observations
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
·huggingface.co·
State of Open Models: Summer 2026 Observations
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Netflix migrated most of its batch workloads onto Kueue, an open-source cloud-native batch job execution system that has outgrown its homegrown solution over the years. The company mapped the capabilities previously created in-house to Kueue’s functionality and also benefited from new features that would have been costly to incorporate into its homegrown solution.
·infoq.com·
Netflix Adopts Cloud-Native Job Queueing System Kueue to Replace an In-House Solution
Is It Safe to Eat Lettuce Yet?
Is It Safe to Eat Lettuce Yet?
“That product is off the market, so I think there’s absolutely lower risk for cyclospora in terms of eating lettuce,” one professor of food safety tells WIRED.
·wired.com·
Is It Safe to Eat Lettuce Yet?
Podman Container Tools Grows
Podman Container Tools Grows
As part of the Podman 6.0 release, we’ve moved Podman, Buildah, and Skopeo into a new GitHub organization owned by the Cloud Native Computing Foundation (CNCF). For most people, the most visible pa…
·blog.podman.io·
Podman Container Tools Grows
The AI Slop Backlash Is Actually Having an Impact
The AI Slop Backlash Is Actually Having an Impact
Platforms are finally recognizing that people don’t want to consume AI slop. A growing number of sites and apps now have tools and policies to flag, label, and ban AI-generated content.
·wired.com·
The AI Slop Backlash Is Actually Having an Impact
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
Pinterest has revealed the Resource Provisioner Pipeline (RPP), its own Terraform execution engine. It ensures least-privilege access and needs dual-control reviews. This is important for the company’s AWS infrastructure, as it adds strict guardrails to the GitHub Actions workflows.
·infoq.com·
How Pinterest Secures AWS Infrastructure at Scale with a Centralized Terraform Pipeline
Stop being skeptical about AI for development with Charity Majors
Stop being skeptical about AI for development with Charity Majors
Charity Majors, CTO and co-founder of Honeycomb, explains how AI is reshaping software engineering and making reliability and verification more important than ever.
·open.substack.com·
Stop being skeptical about AI for development with Charity Majors
How Tailscale helped find the SQLite WAL-Reset bug
How Tailscale helped find the SQLite WAL-Reset bug
Tailscale and SQLite developers traced maddening corruption incidents to find the WAL-Reset data race, then uncovered a second stale expression index bug.
·tailscale.com·
How Tailscale helped find the SQLite WAL-Reset bug
Terraform + Terragrunt + Ansible: A Hands-On Learning Journey
Terraform + Terragrunt + Ansible: A Hands-On Learning Journey
How I went from single-environment Terraform setups to a production-grade multi-environment infrastructure with Terragrunt and Ansible — built from scratch to actually understand it.
·dev.to·
Terraform + Terragrunt + Ansible: A Hands-On Learning Journey
Introducing Automatic Key Verification
Introducing Automatic Key Verification
Signal now offers a feature called “automatic key verification” which complements the existing safety number system. Signal is always end-to-end encrypted, and automatic key verification provides an additional, streamlined way to confirm that there’s no unexpected party between you and the other ...
·signal.org·
Introducing Automatic Key Verification
Compression is prediction | ngrok blog
Compression is prediction | ngrok blog
Compression and LLMs are trying to solve the exact same problem: predicting what comes next. Learn the fundamentals of compression and how better prediction leads to better shrinkage.
·ngrok.com·
Compression is prediction | ngrok blog
Agentic Code Quality
Agentic Code Quality
Quality now depends on the constraints you set around your agents.
·addyo.substack.com·
Agentic Code Quality