ops-agent

Ansible Role for Google Cloud Ops

AI SSH client for DevOps: terminal, SFTP, Monaco editor, encrypted vault, and OpenAI-compatible ops agent with plan-and-confirm execution.

智能运维 Agent 系统：接收监控告警，自动采集可观测数据，分析根因，保存 Incident，并按需向飞书群推送卡片通知

Oski: The Self-Evolving AI Ops Agent

Cloud Native Web Application

Self-healing ops-agent loop with honest live/offline labelling. Hackathon submission (2026-07-17), frozen.

A Python TUI (Terminal User Interface) tool that pipes infrastructure tool output (Terraform, Packer, Ansible, etc.), detects errors in real time, sanitizes sensitive data, sends the error context to an LLM for diagnosis, and renders the analysis alongside the raw logs in a split-pane terminal interface.

ops-agent metrics for Google Compute Engine instances running Google Container Optimized OS.

tinycmdr: the high-efficiency agent harness for local & self-hosted LLMs (llama.cpp, vLLM, Ollama, SGLang): ~4.1K token overhead, stable prefix caching, built-in ops guards, zero infrastructure.