DevOps Operations Practice
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DevOps Operations Practice

We share professional insights on cloud-native, DevOps & operations, Kubernetes, observability & monitoring, and Linux systems.

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DevOps Operations Practice
DevOps Operations Practice
May 21, 2025 · Operations

Prometheus vs Zabbix: Architecture, Data Collection, Storage, and Alerting Comparison for Enterprise IT Operations

This article compares Prometheus and Zabbix across architecture design, data collection methods, storage engines, scalability, deployment complexity, alerting mechanisms, and suitable scenarios, helping operations teams choose the most appropriate monitoring solution for cloud‑native or traditional enterprise environments.

IT OperationsPrometheuscomparison
0 likes · 7 min read
Prometheus vs Zabbix: Architecture, Data Collection, Storage, and Alerting Comparison for Enterprise IT Operations
DevOps Operations Practice
DevOps Operations Practice
Apr 11, 2025 · Operations

Promtool: A Complete Guide to Configuration Validation, Rule Checking, TSDB Management, and Debugging for Prometheus

This article introduces Promtool, the multifunctional command‑line utility bundled with Prometheus, and explains how to validate configurations, check and test rules, query metrics, manage the TSDB, run unit tests, use debugging helpers, install the tool, and apply best‑practice recommendations.

Configuration ValidationPrometheusPromtool
0 likes · 5 min read
Promtool: A Complete Guide to Configuration Validation, Rule Checking, TSDB Management, and Debugging for Prometheus
DevOps Operations Practice
DevOps Operations Practice
Jan 2, 2025 · Operations

Career Paths for Operations Professionals After Age 35

The article compiles various Zhihu users' perspectives on how operations engineers can navigate career transitions after age 35, emphasizing the importance of aligning with larger companies, developing technical or managerial expertise, leveraging specialized infrastructure knowledge, and considering alternative paths such as product, project, or data roles.

Careermanagementmid‑career
0 likes · 7 min read
Career Paths for Operations Professionals After Age 35
DevOps Operations Practice
DevOps Operations Practice
Dec 17, 2024 · Backend Development

From CPU Alert to Resolution: A Step‑by‑Step Backend Performance Debugging Guide

This article recounts a midnight CPU alert incident and walks through systematic backend troubleshooting—from initial system checks and JVM profiling to algorithm refactoring, database indexing, Docker‑based isolation, and proactive monitoring—demonstrating how to restore service performance and prevent future outages.

DatabaseDockerJVM
0 likes · 7 min read
From CPU Alert to Resolution: A Step‑by‑Step Backend Performance Debugging Guide
DevOps Operations Practice
DevOps Operations Practice
Dec 16, 2024 · Cloud Native

Analysis of OpenAI's December 2024 Outage: Kubernetes Control Plane Overload and Mitigation

The December 11, 2024 OpenAI outage, caused by a misconfigured monitoring service that overloaded the Kubernetes control plane, led to a four‑hour service disruption and was resolved through cluster scaling, API blocking, and resource expansion, highlighting critical infrastructure risks for large‑scale cloud‑native operations.

KubernetesOpenAIcontrol plane
0 likes · 7 min read
Analysis of OpenAI's December 2024 Outage: Kubernetes Control Plane Overload and Mitigation