Golang Shines
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Golang Shines

We share daily the latest Golang technical articles, practical resources, language news, tutorials, and real-world projects to help everyone learn and improve.

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Latest from Golang Shines

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Golang Shines
Golang Shines
Oct 23, 2026 · Cloud Native

Building a Kubernetes Cluster from Scratch: kubeadm vs Binary Deployment Guide

This comprehensive guide walks through deploying a Kubernetes cluster using both kubeadm and binary package methods, covering system initialization, certificate management, etcd clustering, master and node component setup, and CNI network configuration with concrete commands and configurations.

FlannelKubernetesTLS bootstrapping
0 likes · 30 min read
Building a Kubernetes Cluster from Scratch: kubeadm vs Binary Deployment Guide
Golang Shines
Golang Shines
Oct 22, 2026 · Information Security

CyberStrikeAI: AI-Native Platform for Fully Automated Red Team Penetration Testing

This article introduces CyberStrikeAI, an AI-native security testing platform built in Go that integrates 100+ tools and uses ReAct single-agent loops and CloudWeGo Eino multi-agent orchestration to automate the full penetration testing lifecycle from reconnaissance to post-exploitation.

AI-native security testingCyberStrikeAIGo
0 likes · 4 min read
CyberStrikeAI: AI-Native Platform for Fully Automated Red Team Penetration Testing
Golang Shines
Golang Shines
Oct 13, 2026 · Information Security

Go 1.27.1 SCA: Reachability Analysis Detects Hidden CVE Risks in Transitive Dependencies

The article details how an enterprise uses govulncheck's symbol-level reachability analysis and a custom AST scanner to identify high-risk CVEs and Go 1.27.1-incompatible unsafe memory patterns in transitive dependencies, preventing a production segmentation fault from a legacy library's hardcoded alignment assumptions.

Go 1.27.1Reachability AnalysisSoftware Composition Analysis
0 likes · 11 min read
Go 1.27.1 SCA: Reachability Analysis Detects Hidden CVE Risks in Transitive Dependencies
Golang Shines
Golang Shines
Sep 29, 2026 · Operations

Linux sysctl Tuning: Diagnose Bottlenecks Before Tweaking Kernel Parameters

A comprehensive guide to Linux kernel parameter tuning via sysctl, covering network, memory, and filesystem subsystems with a systematic workflow: baseline capture, bottleneck identification, single-parameter changes, validation, persistence, and rollback — illustrated with real production post-mortems.

Memory Managementkernel-tuninglinux
0 likes · 50 min read
Linux sysctl Tuning: Diagnose Bottlenecks Before Tweaking Kernel Parameters
Golang Shines
Golang Shines
Sep 27, 2026 · Information Security

CyberStrikeAI: AI-Native Platform for Fully Automated Red Team Penetration Testing

This article details CyberStrikeAI, an AI-native security testing platform built in Go that integrates over 100 tools and uses ReAct single-agent and CloudWeGo Eino multi-agent orchestration via MCP protocol to automate the full penetration testing lifecycle from reconnaissance to post-exploitation.

AI-native security platformCloudWeGo EinoCyberStrikeAI
0 likes · 5 min read
CyberStrikeAI: AI-Native Platform for Fully Automated Red Team Penetration Testing
Golang Shines
Golang Shines
Sep 26, 2026 · Operations

Complete Disk I/O Alert Troubleshooting: From Alert to Root Cause with 5 Real Cases

This article details a complete disk I/O alert investigation in production, covering core concepts like IOPS vs throughput, iostat/iotop analysis, and five real-world cases including MySQL missing indexes, log misconfiguration, backup conflicts, Redis persistence, and filesystem mount options, providing a reusable troubleshooting methodology.

AnsibleMySQLPrometheus
0 likes · 65 min read
Complete Disk I/O Alert Troubleshooting: From Alert to Root Cause with 5 Real Cases
Golang Shines
Golang Shines
Sep 19, 2026 · Operations

SEAL Methodology for Production Troubleshooting: Veteran Ops Toolbox & Case Studies

A 10-year operations veteran shares the SEAL troubleshooting framework (Symptom, Environment, Analysis, Location), a curated toolbox (Prometheus, ELK, perf, tcpdump), real-world case studies (Redis avalanche, MySQL slow queries), incident grading, automation scripts, performance tuning, container/Kubernetes diagnostics, monitoring models, chaos engineering, and AIOps trends.

AIOpsIncident ResponseSEAL methodology
0 likes · 20 min read
SEAL Methodology for Production Troubleshooting: Veteran Ops Toolbox & Case Studies
Golang Shines
Golang Shines
Sep 17, 2026 · Operations

500 Essential Ops Terms: Kubernetes, Docker & SRE Glossary

This glossary defines 500 fundamental terms for operations engineers, covering Kubernetes core concepts, components, networking, and Docker container terminology with concise explanations for each term.

Cloud NativeContainer OrchestrationDevOps
0 likes · 5 min read
500 Essential Ops Terms: Kubernetes, Docker & SRE Glossary
Golang Shines
Golang Shines
Sep 13, 2026 · Operations

AIOps: A Systematic Guide to Intelligent IT Operations

This article systematically explains AIOps (Artificial Intelligence for IT Operations), covering its definition as a capability combining big data, ML, and NLP; core value in reducing alert noise and cognitive load; four key components; complementary relationship with DevOps; domain-agnostic vs domain-centric implementation strategies; and the future of predictive operations with human-in-the-loop oversight.

AIOpsDevOpsIT Operations
0 likes · 8 min read
AIOps: A Systematic Guide to Intelligent IT Operations