Efficient Ops
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Efficient Ops

This public account is maintained by Xiaotianguo and friends, regularly publishing widely-read original technical articles. We focus on operations transformation and accompany you throughout your operations career, growing together happily.

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Efficient Ops
Efficient Ops
Mar 11, 2026 · Operations

How an AI‑Powered Terraform Command Erased 2 Million Records – Lessons for Safe Ops

A single Terraform command executed by the AI assistant Claude Code mistakenly destroyed a production database of over two million records, exposing how over‑reliance on AI, missing state files, weak backup practices, and absent deletion protection can cause massive outages and what safeguards can prevent such incidents.

AI OpsAWSIncident Management
0 likes · 6 min read
How an AI‑Powered Terraform Command Erased 2 Million Records – Lessons for Safe Ops
Efficient Ops
Efficient Ops
Mar 3, 2026 · Operations

Boost Server Ops with 1Panel: Install, Secure, and Manage Linux via Web UI

This article introduces 1Panel, an open‑source web control panel for Linux servers, outlines its key features such as efficient management, one‑click site deployment, app store, security hardening, and backup, and provides step‑by‑step commands for installation, configuration, firewall setup, and best‑practice recommendations for production environments.

DevOpsServer ManagementWeb Panel
0 likes · 5 min read
Boost Server Ops with 1Panel: Install, Secure, and Manage Linux via Web UI
Efficient Ops
Efficient Ops
Mar 2, 2026 · Artificial Intelligence

Deploy OpenClaw: Your Multi‑Channel AI Agent Gateway Made Easy

OpenClaw is an AI agent gateway that supports WhatsApp, Telegram, Discord and other platforms, offering a quick curl‑based installation, a guided configuration wizard, extensible Skills system, token‑saving plugins, and operational tools for DevOps and SRE tasks.

AI AgentGatewayMulti-Channel Messaging
0 likes · 6 min read
Deploy OpenClaw: Your Multi‑Channel AI Agent Gateway Made Easy
Efficient Ops
Efficient Ops
Feb 28, 2026 · Operations

Why AI Won’t Replace Ops but Will Make You Irreplaceable

The article recounts a 3 AM incident where a veteran ops engineer faced a mysterious Kubernetes node reboot, explores the repetitive pain points of daily operations, and demonstrates how AI can accelerate log analysis, script generation, incident post‑mortems, knowledge sharing, and strategic decision‑making, while emphasizing the irreplaceable value of human judgment, communication, and creativity in the ops field.

CareerDevOpsautomation
0 likes · 10 min read
Why AI Won’t Replace Ops but Will Make You Irreplaceable
Efficient Ops
Efficient Ops
Feb 11, 2026 · Databases

How Merged Seckill Boosts MySQL Write Throughput by 5× for High‑Concurrency Flash Sales

The article explains a MySQL kernel‑level merged seckill optimization that replaces traditional queue‑based flash‑sale handling, achieving up to 5‑fold throughput gains (up to 1.5 W/s) without requiring SQL changes, detailing background, performance results, bottleneck analysis, design of cache visibility, leader‑follower coordination, row‑lock refinements, binlog parallelism, and crash‑recovery considerations.

MySQLdatabase-optimizationhigh-concurrency
0 likes · 12 min read
How Merged Seckill Boosts MySQL Write Throughput by 5× for High‑Concurrency Flash Sales
Efficient Ops
Efficient Ops
Jan 26, 2026 · Artificial Intelligence

Why AI Skills Will Redefine Agents Beyond MCP

This article explains how AI Skills serve as structured knowledge bases that complement, rather than replace, Model Context Protocols, enhance Retrieval‑Augmented Generation, and drive three major trends—standardized agent stacks, low‑code knowledge engineering, and the emergence of personal AI agents.

AI AgentsAI ecosystemMCP
0 likes · 8 min read
Why AI Skills Will Redefine Agents Beyond MCP
Efficient Ops
Efficient Ops
Jan 21, 2026 · Operations

How to Quickly Find and Clean Large Files on Linux

This guide shows several efficient Linux commands—du, find, ls, and ncdu—to locate large files, sort results, and safely remove unnecessary data, helping you manage disk space before it runs out.

Disk Spacecommand-linedu
0 likes · 5 min read
How to Quickly Find and Clean Large Files on Linux