1_DevOps'ish

Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦 - JustVugg/colibri

AI is in a supply crunch today, but what happens when we come out of it? How and where will supply, demand, price, capacity and capex get back into equilibrium? Today, model labs can name their price, but why won’t they end up as low-margin commodity infrastructure?

I didn't expect to get so tired of reading LLM output.

LeafWiki - Self-hosted wiki. Single Go binary, SQLite, Markdown on disk. No external database required. - perber/leafwiki

John Deere owners should soon feel free to fix their own machines. The Federal Trade Commission and several state attorneys general have secured a “right to repair” settlement with farming equipment company Deere & Co., known as John Deere.

Years ago I predicted that columnar storage would remake observability. What I didn't see coming: vendors would build it, nerf it, and sell a worse version back to you as "Datadog, but cheaper"

DS president Kim Yong-Kwan told staff the unit's 2026 operating profit will top everything it has earned since Samsung entered the memory business.

Proton 11.0-1 was just released as stable as the newest major version of this downstream of Wine that powers Valve's Steam Play to provide for a great Windows gaming experience across conventional Linux systems plus the popular Steam Deck and brand new Steam Machine.

Credential rotation is a compliance requirement (PCI DSS, SOC 2, HIPAA) that most teams treat as a downtime event. Here is how to rotate postgres passwords in a Node.js application without restarting a single process or dropping a single connection.

These six free settings will not make your project unhackable. Nothing will. What they will do is close the easy doors.

TL;DR: Noma Labs discovered a critical prompt injection vulnerability within GitHub’s new Agentic Workflows, allowing an unauthenticated attacker to silently pull data from private repositories by posting a crafted GitHub Issue in a public repository belonging to the same organization as the private repositories. Noma Labs named the vulnerability GitLost.    Introduction GitHub recently launched […]

Most release notes read like change logs. This one reads like a list of apologies. Here’s what changed, why it matters, and what you can…

We test the AMD Ryzen AI Halo developer system and see how AMD is putting its spin on a 128GB local AI dev box

Local Kubernetes on Apple's container framework - every node is its own lightweight VM. Metrics, storage, and LoadBalancer included. - saiyam1814/kiac

kiac runs local Kubernetes on macOS where every node is its own lightweight VM via apple/container: kubeadm or k3s flavors, Cilium on a custom kernel, built-in LoadBalancer, Grafana, Gateway API, and clusters that survive reboots.

GitHub is restricting its stargazers API to a repository's admins and collaborators, which breaks star history for repos you don't own. Here's what happened and what we're doing.

Januscape is a 16-year-old KVM flaw that lets malicious guests corrupt host kernel memory, breaking VM isolation on Intel and AMD systems.

The market where nobody finds each other, the hottest market for AI-related positions, tough for engineering leaders, and more. Based on details from 50+ hiring managers & job seekers

The Linux Foundation is moving to standardize AI agents through the Agent Name Service (ANS) and the related DNS-AID proposal.

Jujutsu (jj) has been picking up steam as a Git-compatible version control system.

GLM 5.2 is the first open weights model I'd call a genuine competitor to Opus and GPT for agentic work - at ~15-20% of the price. Part one of why AI inference margins are about to collapse.

OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation req...

Most open source projects layer several governance models at once. This plain-language guide maps every major model — from BDFL to lazy consensus — and explains how to apply the right one to the right decision.o

The urge to rewrite working code usually serves the engineer, not the business. A test for when a rewrite is worth it, and what AI does and doesn't change.

Git worktrees have been around since 2015, but it wasn't until recently they became popular. Learn what they are, how to use them, and why you might.

Karpathy, Google, and Garry Tan all landed on Markdown for agent memory this quarter — and the real moat is shifting from models to files.

With Beijing’s rules on humanlike AI interaction services taking effect on July 15, Doubao and Qwen move to disable customised features.

The reported delay adds to concerns that Nvidia's breakneck annual release cadence is colliding with manufacturing limits.