GitHub

Check the security level of your Nextcloud instance with the Nextcloud Security API

This check uses Nextcloud's own security scan at scan.nextcloud.com to check if your Nextcloud instance has any known vulnerabilities/risks. object CheckCommand "check_nextcloud_security" { import ...
the-decoder

Anthropic's AI Fluency Index finds that polished AI output makes users less likely to check for errors

Anthropic analyzed almost 10,000 anonymized Claude conversations using its "AI Fluency Index" and found a pattern: the more polished AI-generated results appear, the less likely users are to verify ...
marktechpost

How to Build an Atomic-Agents RAG Pipeline with Typed Schemas, Dynamic Context Injection, and Agent Chaining

In this tutorial, we build an advanced, end-to-end learning pipeline around Atomic-Agents by wiring together typed agent interfaces, structured prompting, and a compact retrieval layer that grounds ...
GitHub

Native Python bindings for btrfs — create filesystems, manage subvolumes and snapshots, mount and unmount. No shell commands, no subprocess, no runtime dependencies beyond libc.

Why not the existing btrfs package? The btrfs package on PyPI requires libbtrfsutil installed as a system library. That means distro packages, broken virtualenvs, and ...