Ops Development Stories
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Ops Development Stories

Maintained by a like‑minded team, covering both operations and development. Topics span Linux ops, DevOps toolchain, Kubernetes containerization, monitoring, log collection, network security, and Python or Go development. Team members: Qiao Ke, wanger, Dong Ge, Su Xin, Hua Zai, Zheng Ge, Teacher Xia.

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Latest from Ops Development Stories

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Ops Development Stories
Ops Development Stories
Jun 22, 2026 · Cloud Native

Design and Implementation of a Multi‑Cluster Arthas‑Based Online Diagnosis Platform

This article details the architecture, security mechanisms, and implementation of a unified Arthas online diagnosis platform that enables SSH‑free, audited access to Java applications across dozens of isolated Kubernetes clusters, covering control‑plane design, WebSocket tunneling, credential management, RBAC, and front‑end integration with Vue and xterm.js.

ArthasCloud NativeHMAC
0 likes · 23 min read
Design and Implementation of a Multi‑Cluster Arthas‑Based Online Diagnosis Platform
Ops Development Stories
Ops Development Stories
Jun 13, 2026 · Artificial Intelligence

How to Harness Free Agnes AI Models in Claude Code for Unlimited Token Use

The author walks through integrating Agnes AI's free text, image, and video models with Claude Code via CC Switch, details each setup step, runs real‑world tasks such as codebase analysis, webpage generation, diagram creation, and short‑video production, and evaluates the models' capabilities and limitations.

API IntegrationAgnes AIClaude Code
0 likes · 15 min read
How to Harness Free Agnes AI Models in Claude Code for Unlimited Token Use
Ops Development Stories
Ops Development Stories
Mar 14, 2026 · Operations

OpenClaw AI Hype: An SRE’s Warning About Hidden Ops Risks

The article examines the rapid popularity of the open‑source AI agent OpenClaw, revealing how hype, cost misconceptions, and inadequate security practices create serious operational risks for both individual and enterprise users, and offers concrete SRE‑style safeguards to mitigate these dangers.

AIOpenClawSRE
0 likes · 9 min read
OpenClaw AI Hype: An SRE’s Warning About Hidden Ops Risks
Ops Development Stories
Ops Development Stories
Mar 1, 2026 · Artificial Intelligence

Build a Multi‑Agent AI Bot System in Feishu Using OpenClaw

This guide explains why a single AI bot becomes inefficient, introduces OpenClaw’s multi‑agent architecture, and provides a step‑by‑step tutorial—including CLI commands, configuration files, and JSON bindings—to set up isolated agents in different Feishu groups that can collaborate through internal communication channels.

AI AgentsAgent communicationCLI configuration
0 likes · 12 min read
Build a Multi‑Agent AI Bot System in Feishu Using OpenClaw
Ops Development Stories
Ops Development Stories
Feb 5, 2026 · Artificial Intelligence

Deploy Your Own Open-Source AI Assistant with OpenClaw on Any Device

This step‑by‑step guide shows how to set up the open‑source OpenClaw AI assistant on personal computers, cloud servers, NAS or Raspberry Pi, covering hardware requirements, system dependencies, installation scripts, platform integration, advanced skill configuration, and ongoing maintenance.

Node.jsOpenClawself-hosted
0 likes · 11 min read
Deploy Your Own Open-Source AI Assistant with OpenClaw on Any Device