microsoft/AIOpsLab
AIOpsLab is a comprehensive framework for designing, developing, and evaluating autonomous AIOps agents, providing reproducible and scalable benchmarks for AIOps solutions.
Awesome AI for Infra › AI-Powered Automation
Clanker is a command-line interface (CLI) agent that serves as the backbone for autonomous systems engineering, working across major cloud providers like AWS, GCP, and Cloudflare. It acts as an "AI DevOps IDE" for both AI agents and human operators, facilitating the inspection of existing cloud infrastructures, generating and applying infrastructure plans, and deploying services. The core functionality revolves around its ability to leverage AI to understand infrastructure queries, make informed decisions, and execute commands. Users can ask questions about their infrastructure, and Clanker can respond by querying cloud provider APIs and intelligently processing the information. It supports both read-only inventory commands and more advanced 'maker' and 'deployer' flows for managing infrastructure changes. Clanker integrates with various AI models (OpenAI, Gemini, Cohere) and uses local AWS CLI profiles for authentication. Its design emphasizes an agent swarm architecture, contributing to an AI-driven approach to DevOps, SRE, and platform engineering for enhanced observability, automation, and incident response within complex cloud environments.
https://github.com/bgdnvk/clanker
AIOpsLab is a comprehensive framework for designing, developing, and evaluating autonomous AIOps agents, providing reproducible and scalable benchmarks for AIOps solutions.
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