getsavvyinc/savvy-cli
Savvy is a CLI tool that uses AI to create, share, and run command-line workflows, leveraging natural language for automation and explanation of commands and error messages.
Awesome AI for Infra › AI-Powered Automation
microsoft/AIOpsLab
AIOpsLab is an open-source framework specifically designed to facilitate the creation, testing, and assessment of autonomous AIOps agents. It provides a holistic environment that supports the lifecycle of AIOps agent development, from initial design to rigorous evaluation. The platform allows users to deploy microservice cloud environments, inject faults to simulate real-world incidents, generate diverse workloads, and export telemetry data for analysis. Crucially, AIOpsLab orchestrates these components, offering clear interfaces for interacting with and evaluating the performance of AIOps agents. One of its core strengths is the provision of a built-in benchmark suite. This suite offers a set of predefined problems that allow for the standardized and reproducible evaluation of AIOps agents in interactive settings. Users can easily extend this suite to incorporate their specific operational challenges and evaluation criteria. The framework supports various deployment options, including local simulated clusters using `kind` and remote Kubernetes clusters, with enhanced provisioning capabilities for Azure VMs via Terraform and Ansible. It also includes integrations for running different agent types, such as human-in-the-loop and large language model (LLM) based agents like GPT-4, and facilitates secure authentication with Azure OpenAI endpoints. This makes AIOpsLab a valuable tool for researchers, developers, and SRE teams looking to advance and test AI-driven operational intelligence.
https://github.com/microsoft/AIOpsLab
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