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guiyi-labs/README.md

Guiyi Labs - Infrastructure Automation, Observability and AIOps

Converging complex infrastructure into reliable operations.
Linux · Network Automation · Kubernetes · Observability · AIOps

Linux Kubernetes Docker Helm Prometheus Grafana
Go Python Ansible Network Automation FastAPI PostgreSQL

Flagship Project · Releases · Engineering Docs · 🌐 Portfolio Site

Followers Stars Repos


Infrastructure, end to end

围绕系统、网络与 Kubernetes 三层基础设施,构建可观测、可诊断、可控制、可复现的运维工程系统。

Layer Project What it does
🖥️ Systems devops-automation 主机资产、受控批量任务、部署回滚、MySQL 备份恢复、监控告警
🌐 Networks netcheck-platform SNMPv3/SSH 采集、配置备份与差异、巡检诊断、告警报告
☸️ Clusters aiops-platform Kubernetes 多集群可观测、证据型诊断、受控运维、SLO
⚙️ Provisioning kubernetes-cluster-bootstrap kubeadm + Ansible 双架构集群交付与 Day2 运维

Flagship · Kubernetes Multi-Cluster AIOps Platform

CI License Coverage

AIOps multi-cluster operations dashboard

面向中小规模 Kubernetes 环境的多集群可观测、证据型故障诊断与受控运维平台。

  • Evidence-first diagnosis:确定性规则保留资源状态、事件与引用证据,AI 仅作可选解释增强。
  • Controlled operations:高风险动作统一经过权限校验、dry-run、确认、幂等执行与审计。
  • Multi-cluster isolation:有界并发、故障隔离,以及 Cluster + Namespace 粒度授权。
  • Reproducible delivery:真实 kind E2E、OpenAPI 契约、CI 门禁、SBOM、签名与版本化归档。

Observe → Diagnose → Explain → Preview → Confirm → Execute → Audit

View diagnosis evidence interface
Evidence-based diagnosis interface

Verified results

Project Verification
aiops-platform 后端平均覆盖率 ~74%(门禁 ≥65%);真实 kind 集群 E2E;OpenAPI contract 与 SBOM 门禁
netcheck-platform 257 tests passed;真实 SNMPv3/SSH/LLDP 容器验收(WALK 证据)
devops-automation 121+ tests;双真实 Ubuntu VM SSH 验收(host-key / 凭据 / sudo 拒绝)
kubernetes-cluster-bootstrap 双架构(arm64 + x86_64)真实部署 → 验收 → 幂等 → reset 闭环

Applied AI systems

  • XHZhishu — 可信 RAG、知识图谱与科研计算工作流
  • zhijingtong — 面向低资源服务器的轻量 RAG 工作台

Engineering principles

  • Deterministic core — AI-assisted explanation only
  • Least privilege — Explicit capability boundaries
  • Preview and confirmation — Idempotent execution
  • Real environment tests — Retained delivery evidence

Reproducibility · Observability · Controlled Delivery

Pinned Loading

  1. devops-automation devops-automation Public

    面向 Linux 主机的自动化运维平台,覆盖资产、批量任务、Docker 主机、监控、备份与恢复。

    Python 1

  2. kubernetes-cluster-bootstrap kubernetes-cluster-bootstrap Public

    基于 kubeadm 与 Ansible 的 Kubernetes 集群交付与验收实践,当前为历史教程与自动化重建基线。

    Shell 1 1

  3. netcheck-platform netcheck-platform Public

    面向中小型网络的自动化巡检、故障诊断、报告与告警平台。

    Python 1

  4. XHZhishu XHZhishu Public

    面向网络空间安全学科的可信 RAG、知识图谱与科研计算一体化平台。

    Python 2

  5. guiyi-labs guiyi-labs Public

    让复杂系统归一:Kubernetes、DevOps 与 AIOps 工程实践。

    1

  6. aiops-platform aiops-platform Public

    Kubernetes AIOps: deterministic fault diagnosis + case memory (RAG), audit-driven ops, multi-cluster

    Go 1