GitHub announced general availability of managed Copilot settings deployment via MDM and file-based configuration for VS Code and CLI, enabling enterprise administrators to enforce governance policies…
The pyca/cryptography package now supports post-quantum cryptography with ML-KEM and ML-DSA, making it pip-installable for the Python ecosystem. This follows a White House order mandating federal migr…
A developer released Ocarina, an open-source tool that allows users to automate and test MCP servers using YAML-based playbooks called Rondos, without requiring an LLM. The tool enables step-by-step e…
An AI developer reports that Claude handles Ansible with high accuracy due to Ansible's declarative, idempotent structure matching LLM reasoning patterns. The developer finds AI-assisted Ansible work …
Rocannon, a new open-source tool, converts any installed Ansible module or role into a typed MCP (Model Context Protocol) tool, enabling AI assistants like Claude Code and Cursor to drive real infrast…
A developer released Hermzner, an open-source tool that provisions a hardened Hermes AI agent on a Hetzner VPS using rootless Podman and Tailscale. The setup includes Terraform and Ansible scripts for…
Developer Redowan Delowar migrated his dotfile management from GNU Stow to Chezmoi after experiencing issues with symlink conflicts across multiple Macs. Chezmoi's approach of storing real files inste…
A DevOps engineer evaluated AI tools for infrastructure work in 2026, ranking them by practical usefulness rather than benchmarks. The shortlist includes Claude for troubleshooting, ChatGPT for code g…
A developer automated the deployment of Gemma 4 26B on Proxmox VE using Terraform and Ansible, enabling hardware acceleration via AMD iGPU passthrough. The setup includes Ollama and Open-WebUI, with a…
Infrastructure-as-code tools like Terraform and Kubernetes impose a "200% learning tax" by requiring users to master both the tool's abstraction and the underlying cloud API, with knowledge failing to…