Tags: open source* + automation*

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  1. Self-hosting provides a hands-on way to learn modern infrastructure, covering essential skills such as deployment, networking, storage, monitoring, and system reliability.

    1. **Awesome Selfhosted**: A curated list of open-source applications across various service categories.
    2. **Coolify**: An open-source PaaS for deploying apps, databases, and services on your own servers.
    3. **n8n**: A visual workflow automation platform for connecting APIs and services.
    4. **Uptime Kuma**: A monitoring system for tracking service uptime, status dashboards, and alerts.
    5. **Nextcloud Server**: A private cloud platform for file synchronization, storage, and collaboration.
    6. **Immich**: A self-hosted photo and video management and backup platform.
    7. **Memos**: A lightweight Markdown note-taking tool with a timeline interface.
    8. **Proxmox VE Helper Scripts**: Community scripts for managing LXC containers and VMs on Proxmox VE.
    9. **Awesome Tunneling**: A curated list of tools for secure remote access to local services via tunneling.
    10. **Self-Hosting Guide**: A comprehensive reference guide covering hardware, software, and infrastructure concepts.
  2. LY Corporation, the Japanese tech giant formed by the merger of Yahoo! Japan and LINE, is overhauling its cloud infrastructure. To resolve difficulties caused by heavy customizations, the company is consolidating its sprawling network of over 160 OpenStack clusters into a single, streamlined cloud called "Flava." This new architecture will prioritize staying aligned with upstream OpenStack versions to ensure easier upgrades and improved security. The strategy focuses on three pillars: pursuing statelessness, implementing application-driven availability, and enabling faster recovery through Infrastructure as Code. By minimizing custom patches and embracing automation, LY Corp aims to manage its massive user base of 300 million people more efficiently while addressing previous security and privacy concerns.
  3. A-Evolve, a new framework developed by Amazon researchers, aims to revolutionize the development of agentic AI systems. It addresses the current bottleneck of manual tuning by introducing an automated evolution process. Described as a potential "PyTorch moment" for agentic AI, A-Evolve moves away from hand-tuned prompts towards a scalable system where agents improve their code and logic iteratively.
    The framework centers around an ‘Agent Workspace’ with components like manifest files, prompts, skills, tools, and memory. A five-stage loop—Solve, Observe, Evolve, Gate, and Reload—ensures stable improvements. A-Evolve is modular, allowing for "Bring Your Own" approaches to agents, environments, and algorithms, and has demonstrated State-of-the-Art performance on benchmarks like MCP-Atlas and SWE-bench Verified.
  4. An open source project called Scrapling is gaining traction with AI agent users who want their bots to scrape sites without permission, and is being used to bypass anti-bot systems like Cloudflare Turnstile. Cloudflare is actively working to counter these efforts.
  5. Vercel has released Skills.sh, an open-source tool designed to provide AI agents with a standardized way to execute reusable actions, or skills, through the command line. The project introduces what Vercel describes as an open agent skills ecosystem, where developers can define, share, and run discrete operations that agents can invoke as part of their workflows.
  6. SWE-agent is an open-source tool that utilizes large language models (LLMs) like GPT-4o and Claude Sonnet 3.5 to autonomously fix bugs in GitHub repositories, solve cybersecurity challenges, and perform complex tasks. It features a mode called EnIGMA for offensive cybersecurity and prioritizes simplicity and adaptability.
  7. Rundeck is an open source automation service that allows users to easily run automation tasks across a set of nodes. This repository contains the source code for Rundeck, with features such as a web console, command line tools, and a WebAPI. It is built with Gradle and requires Java 1.8 and NodeJs 16. Documentation, development guides, and issue tracker are available.
  8. OliveTin is a web-based interface that provides safe and simple access to predefined shell commands. It offers a responsive, touch-friendly UI, dark mode, accessibility, container integration, and more. It allows you to run complex commands, give access to commands to less technical people, and simplify command execution on various devices.

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