Logward is an open-source log collector and viewer designed for small environments like home labs. It offers a modern interface and supports Sigma rules for log detection and alerting.
The author details their journey from commercial smart speakers like Google Nest and Amazon Echo to building custom open-source voice assistants using ESP32-based hardware, ESPHome, and Home Assistant, highlighting benefits like privacy, control, and cost savings.
OpenAI releases gpt-oss-safeguard, an open-source AI model for content moderation that allows developers to define their own safety policies instead of relying on pre-trained models. It operates by reasoning about content based on custom policies, offering a more flexible and nuanced approach to moderation.
A complete and free guide to setting up and running your own mail server on Debian 12, focusing on independence and control over your email service.
Simon Willison discusses Toad, a new terminal coding assistant built by Will McGugan using Textual. It aims to improve upon existing tools like Claude Code and Gemini CLI by avoiding flicker and offering better interaction with terminal output. Toad is currently in private preview, available through GitHub sponsorship.
The author details their transition from Pocket to Karakeep, a self-hosted, open-source alternative for saving and reading articles later. They discuss the benefits of owning your data and the features of Karakeep, including RSS integration and AI-powered tagging.
PhD student Sarah Alnegheimish is developing Orion, an open-source, user-friendly machine learning framework for detecting anomalies in large-scale industrial and operational settings. She focuses on making machine learning systems accessible, transparent, and trustworthy, and is exploring repurposing pre-trained models for anomaly detection.
The author details their switch from Google Docs to Outline, a free and open-source collaborative editor, highlighting its simplicity, Slack integration, privacy features, and sufficient functionality for their needs, despite some missing features like advanced table creation and detailed version history.
Huginn is presented as a robust, open-source alternative to IFTTT, offering greater customization, privacy through self-hosting, and the ability to handle complex workflows with API integrations. While it requires more technical expertise than IFTTT, it provides significantly more power and control.
A popular and actively maintained open-source web crawling library for LLMs and data extraction, offering advanced features like structured data extraction, browser control, and markdown generation.
