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Full-Stack DevOps & Kubernetes
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Full-Stack DevOps & Kubernetes

Focused on sharing DevOps, Kubernetes, Linux, Docker, Istio, microservices, Spring Cloud, Python, Go, databases, Nginx, Tomcat, cloud computing, and related technologies.

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Recent Articles

Latest from Full-Stack DevOps & Kubernetes

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Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Oct 21, 2026 · Operations

K8s AIOps: 4 Capabilities to End Alert Fatigue, Automate RCA & Enable Self-Healing

This article explains how AIOps addresses Kubernetes operational challenges through four core capabilities—intelligent alert noise reduction, automated root cause analysis, predictive failure prevention, and safe self-healing—detailing implementation approaches like K8sGPT, operator-based agents, and RAG knowledge bases, and showing real-world improvements in efficiency, stability, and cost control.

AIOpsK8sGPTKubernetes
0 likes · 10 min read
K8s AIOps: 4 Capabilities to End Alert Fatigue, Automate RCA & Enable Self-Healing
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Oct 12, 2026 · Operations

Stop Misunderstanding AIOps: 4 Steps to Build a Complete Intelligent Operations System

This article outlines a four-step framework for mastering AIOps: understanding the evolution from manual to intelligent operations, building a robust data foundation with metrics, logs, and traces, mastering core algorithms like anomaly detection and root cause analysis, and implementing a closed-loop system measured by key metrics such as MTTD and MTTR.

AIOpsDevOpsMTTD
0 likes · 13 min read
Stop Misunderstanding AIOps: 4 Steps to Build a Complete Intelligent Operations System
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Oct 11, 2026 · Cloud Native

Master Kubernetes PDB: Zero-Downtime Pod Operations & Avoid 90% HA Pitfalls

This article explains Kubernetes PodDisruptionBudget (PDB) as a critical safety mechanism for voluntary disruptions, detailing its core principles, differences from Deployment maxUnavailable, common misconceptions, best practices for core services, and provides production-ready YAML examples for zero-downtime maintenance.

Cloud NativeDeploymentKubernetes
0 likes · 13 min read
Master Kubernetes PDB: Zero-Downtime Pod Operations & Avoid 90% HA Pitfalls
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Sep 9, 2026 · Cloud Native

AI Low-Code Cuts K8s Platform Dev Time by 90%: A Practical Guide

The article demonstrates how AI low-code tools like Cursor accelerate building a Kubernetes management platform, reducing development from 7-10 days to 1-2 days, with code examples for Go/FastAPI backend, Vue3 frontend, plus cases for Prometheus alert forwarding and CRUD backends, while stressing human oversight for security and logic.

AI low-codeCloud NativeCursor
0 likes · 18 min read
AI Low-Code Cuts K8s Platform Dev Time by 90%: A Practical Guide
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Aug 20, 2026 · Operations

How to Build a Closed‑Loop AIOps System with LLMs, MCP, and DevOps

The article walks through the author’s end‑to‑end experiment that replaces fragmented Jenkins, Prometheus, and Grafana workflows with a natural‑language interface powered by a DeepSeek large language model, a Model Context Protocol (MCP) bridge, and a Streamlit‑based DevOps toolchain, showing the architecture, code snippets, and practical lessons learned.

AIOpsChatOpsDevOps
0 likes · 14 min read
How to Build a Closed‑Loop AIOps System with LLMs, MCP, and DevOps
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Aug 11, 2026 · Cloud Native

One‑Click AI Knowledge Base Solves Massive Document Search for K8s Fault Root‑Cause Analysis

The article describes a self‑built K8s‑RAG‑AIOps tool that uses an offline vector knowledge base and the DeepSeek‑v4‑pro model to automatically retrieve internal SOPs, collect live cluster data via SSH, and generate a complete, executable fault‑diagnosis report, dramatically speeding up Kubernetes troubleshooting while keeping data secure.

AIOpsDeepSeekDevOps
0 likes · 9 min read
One‑Click AI Knowledge Base Solves Massive Document Search for K8s Fault Root‑Cause Analysis
Full-Stack DevOps & Kubernetes
Full-Stack DevOps & Kubernetes
Jul 29, 2026 · Operations

How AI-Integrated EFK Lets Machines Handle Log Screening and Fault Diagnosis

The article examines how integrating large language models with the EFK logging stack transforms traditional, manual log inspection into an AI-driven process that automatically filters logs, identifies anomalies, performs root‑cause analysis, and generates structured fault reports, dramatically improving operational efficiency and reducing mean‑time‑to‑resolution.

AI OpsAIOpsEFK
0 likes · 10 min read
How AI-Integrated EFK Lets Machines Handle Log Screening and Fault Diagnosis