{"repo":"mehrdadrad/radops","free":true,"listed":false,"github":"https://github.com/mehrdadrad/radops","clone":"git clone https://github.com/mehrdadrad/radops.git","description":"AI-powered multi-agent system for NetDevOps/Security automation","language":"Python","stars":14,"topics":["agent","agent-skill","automation","human-in-the-loop","python","ai-agents","network-automation"],"license":"MIT","category":"workflow-automation","readme_excerpt":"RadOps - AI-Powered Operations RadOps is an AI-powered, multi-agent platform that automates DevOps workflows with human-level reasoning. Unlike traditional chatbots, RadOps remembers context, validates its own work, and executes complex multi-step operations across your entire infrastructure—autonomously. ▶️ Watch the Introduction Video (8 min) 🚀 Key Highlights 🛡️ Guardrailed Orchestration : Uses a Supervisor-Worker architecture with strict sequential logic to prevent execution errors. 🧠 3-Tier Cognitive Memory : Distinguishes between Working Memory , Ephemeral Facts , and Core Knowledge (Permanent Architecture rules). 🔎 Scalable Agent Discovery : Supports Prompt Mode for small teams (<15 agents) and Discovery Mode for unlimited scaling via vector-based agent lookup. 🤖 Config-Driven Specialists : Instantly spin up specialized agents (e.g., Network, Security) by defining personas and toolsets in YAML — no new code required. 👨‍💻 Human-in-the-Loop : Seamlessly pause workflows for user approval or input before executing sensitive actions. ⚡ Agent Skills : Rapidly extend agent capabilities by defining executable skills (Python, Bash, or MCP calls) directly in Markdown files. 📜 Unified Workflows : Define complex Standard Operating Procedures (SOPs) in Markdown that orchestrate Tools , Skills , and MCP calls with variable injection. 🔄 Multi-Step Workflows : Automatically decomposes complex requests into logical steps, executing them sequentially with state tracking and plan","default_branch":null,"files":null,"tree":[],"storefront":"/r/mehrdadrad","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mehrdadrad/radops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}