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Docker

2438 articles · Page 1 of 25
AI Architecture Path
AI Architecture Path
Jul 3, 2026 · Information Security

AI‑Powered Strix: 34K‑Star Security Tool Tackles Pen‑Testing Pain Points

Developers and security engineers face three major hurdles—high manual pen‑test costs, flood of false positives from SAST, and weak DAST coverage—so the open‑source AI framework Strix combines multi‑agent LLM coordination, Docker sandboxing, and native GitHub Actions to deliver verified exploits, full PoCs, and automated remediation, while noting its Docker dependency and token costs.

AI securityDockerGitHub Actions
0 likes · 11 min read
AI‑Powered Strix: 34K‑Star Security Tool Tackles Pen‑Testing Pain Points
Golang Shines
Golang Shines
Jul 1, 2026 · Operations

10 Essential Ops Tools That Can Cut Your Overtime by 80%

This article introduces ten Linux operations tools—Shell scripts, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing their functions, typical use cases, advantages, and concrete examples to help engineers streamline daily tasks and dramatically reduce overtime.

AnsibleDockerGit
0 likes · 9 min read
10 Essential Ops Tools That Can Cut Your Overtime by 80%
TonyBai
TonyBai
Jun 27, 2026 · Operations

How I Migrated a 20‑Year‑Old WordPress Blog to Hugo with AI Assistance

In June 2026, the author migrated a 15‑year‑old WordPress blog containing nearly 2,000 posts, 2,200 comments and 2.6 GB of images to a Hugo static site, using Claude Code for planning, a custom Go converter, Dockerized Waline for comments, and Caddy on a VPS, achieving 99.3% URL compatibility in about two days.

AI-assisted migrationCaddyDocker
0 likes · 20 min read
How I Migrated a 20‑Year‑Old WordPress Blog to Hugo with AI Assistance
Golang Shines
Golang Shines
Jun 26, 2026 · Cloud Native

Why Every Ops Role Now Demands Kubernetes Skills (And a 100‑Question K8s Interview Guide)

After being laid off after five years in operations, the author realized that all job listings now require Docker and Kubernetes expertise, so they compiled a comprehensive "100 K8s Interview Questions" guide covering core concepts, architecture, resource management, networking, storage, security, troubleshooting, and ecosystem tools.

Cloud NativeContainer OrchestrationDocker
0 likes · 7 min read
Why Every Ops Role Now Demands Kubernetes Skills (And a 100‑Question K8s Interview Guide)
Java Companion
Java Companion
Jun 26, 2026 · Artificial Intelligence

Build Your Own AI Chat Hub with LibreChat: One-Click Model Switching

LibreChat is an open‑source AI aggregation platform that lets you self‑host a chat interface supporting dozens of models, agents, code interpretation, multimodal generation, and advanced conversation management, with a quick Docker‑Compose deployment guide.

AI chatAgent frameworkCode interpreter
0 likes · 7 min read
Build Your Own AI Chat Hub with LibreChat: One-Click Model Switching
Geek Labs
Geek Labs
Jun 25, 2026 · Artificial Intelligence

Managing an Army of AI Coding Agents with Agent of Empires

Agent of Empires is an open‑source tool that lets developers run and monitor multiple AI coding agents—such as Claude Code, Codex, Gemini CLI, and others—through a unified TUI or web dashboard, with features like Docker isolation, Git worktree handling, session persistence, and mobile access via secure tunnels.

AI AgentsAgent ManagementDocker
0 likes · 5 min read
Managing an Army of AI Coding Agents with Agent of Empires
Machine Heart
Machine Heart
Jun 24, 2026 · Artificial Intelligence

Running Large Language Models Locally Is Now Surprisingly Easy

The article explains how recent advances in LLM performance now allow developers to run sophisticated AI models locally on a 2022 M2 Mac using tools like LM Studio, Pi agent, and Docker, detailing model choices, setup steps, performance observations, and remaining limitations.

DockerGemma 4LM Studio
0 likes · 10 min read
Running Large Language Models Locally Is Now Surprisingly Easy
Coder Trainee
Coder Trainee
Jun 23, 2026 · Backend Development

Production-Grade Deployment and Best Practices for Java AI Applications

This article examines the three core challenges—stability, cost, and observability—of running Java AI services in production and presents concrete solutions such as timeout and retry policies, circuit‑breaker fallback, token‑monitoring, caching, tracing, custom metrics, and Docker‑based containerization.

AIDockerJava
0 likes · 6 min read
Production-Grade Deployment and Best Practices for Java AI Applications
Raymond Ops
Raymond Ops
Jun 22, 2026 · Artificial Intelligence

Elastic Deployment and GPU Scheduling for Large‑Model Inference with vLLM on Kubernetes

This article presents a detailed, step‑by‑step analysis of deploying the high‑performance vLLM inference engine on Kubernetes, covering GPU memory management, tensor parallelism, quantization choices, continuous batching, and automated scaling with HPA/KEDA to achieve low latency and high throughput for large language models.

DockerGPU schedulingLLM Inference
0 likes · 49 min read
Elastic Deployment and GPU Scheduling for Large‑Model Inference with vLLM on Kubernetes
TonyBai
TonyBai
Jun 22, 2026 · Cloud Native

Why Go Dominates CNCF: How It Outpaces Java, C++ and Rust in the Cloud‑Native Era

An in‑depth analysis explains how Go’s historical ties to Google, lightweight binaries, memory safety, cross‑compilation ease, and balanced performance‑vs‑devex make it the default language for CNCF projects, sidelining Java, C++, and Rust despite their technical merits.

CNCFCloud NativeDeveloper Experience
0 likes · 11 min read
Why Go Dominates CNCF: How It Outpaces Java, C++ and Rust in the Cloud‑Native Era
Black & White Path
Black & White Path
Jun 21, 2026 · Artificial Intelligence

DeerFlow: ByteDance’s Open‑Source Super‑Agent That Executes Whole Projects End‑to‑End

DeerFlow, an open‑source super‑agent framework from ByteDance released in early 2026, lets a single instruction drive end‑to‑end project delivery by automatically planning, orchestrating sub‑agents, writing and testing code in a sandbox, and producing ready‑to‑use results, surpassing traditional tool‑calling agents.

AI AgentDeerFlowDocker
0 likes · 8 min read
DeerFlow: ByteDance’s Open‑Source Super‑Agent That Executes Whole Projects End‑to‑End
Tencent Architect
Tencent Architect
Jun 16, 2026 · Operations

Open‑Source OCManager: A Smart Manager that Handles 7 Million Daily Alerts

OCManager, an open‑source integrated platform from OpenCloudOS, unifies cluster management, whole‑machine monitoring, and AI‑driven operations in a single web console, supporting millions of daily alerts, thousands of incidents, and multi‑OS environments with a four‑layer architecture and Docker‑based deployment.

AI OpsDockerMonitoring
0 likes · 15 min read
Open‑Source OCManager: A Smart Manager that Handles 7 Million Daily Alerts
Architect's Guide
Architect's Guide
Jun 14, 2026 · Cloud Native

18 Visual Guides to Mastering Java Containerization Best Practices

This guide walks through choosing base images, JDK vs JRE, Oracle versus OpenJDK, JVM implementations, signal handling for graceful shutdown, memory‑limit adaptation across JDK versions, DNS caching behavior, and GraalVM native compilation, providing concrete Dockerfile examples, benchmark results, and actionable recommendations for Java containerization.

DockerGraalVMGraceful Shutdown
0 likes · 24 min read
18 Visual Guides to Mastering Java Containerization Best Practices
Top Architect
Top Architect
Jun 12, 2026 · Operations

A Lightweight Nginx Log Analyzer That Finally Works

NginxPulse is a lightweight Nginx log analysis panel built with Go‑Gin backend and Vue3 frontend, offering real‑time PV/UV, IP geolocation, multi‑site support, custom log formats, remote log fetching, Docker/Docker‑Compose deployment, single‑binary builds and optional access control, all backed by SQLite.

DockerGoNGINX
0 likes · 8 min read
A Lightweight Nginx Log Analyzer That Finally Works
Xiao Liu Lab
Xiao Liu Lab
Jun 11, 2026 · Operations

Ops Engineer Core Skills: From Basic Commands to High‑Availability Architecture

This article provides a comprehensive roadmap for operations engineers, covering essential Linux commands, core system concepts, service principles, fault‑diagnosis methods, high‑availability architecture designs, data security, backup strategies, performance tuning, and automation scripts to handle both single‑machine and large‑scale cluster environments.

AutomationDockerHigh Availability
0 likes · 13 min read
Ops Engineer Core Skills: From Basic Commands to High‑Availability Architecture
Raymond Ops
Raymond Ops
Jun 7, 2026 · Cloud Native

Complete Docker Container Deployment Guide: From Installation to Production Best Practices

This guide walks you through every step of Docker container deployment, covering installation, environment requirements, daemon configuration, Dockerfile best practices, multi‑stage builds, Compose orchestration, security hardening, resource limits, monitoring, troubleshooting, and production‑grade recommendations to ensure reliable, scalable services.

DockerMonitoringcompose
0 likes · 41 min read
Complete Docker Container Deployment Guide: From Installation to Production Best Practices
Architect Chen
Architect Chen
Jun 6, 2026 · Operations

9 Essential Docker Commands for Live Operations

This guide walks through the nine most frequently used Docker commands for online operations, showing how to list containers, view logs, exec into containers, monitor resource usage, inspect details, manage images, restart services, and clean up unused resources, with practical examples and troubleshooting scenarios.

CLICleanupContainer Management
0 likes · 6 min read
9 Essential Docker Commands for Live Operations
AI Architecture Path
AI Architecture Path
Jun 6, 2026 · Artificial Intelligence

Open Notebook: A Privacy‑First, Fully Local AI Note‑Taking Tool vs Google Notebook LM

Open Notebook offers a fully open‑source, locally deployed AI note‑taking platform that prioritizes data privacy, supports over 18 AI providers, provides multimodal content handling, customizable podcast generation, and extensible REST APIs, positioning it as a comprehensive, privacy‑enhanced alternative to Google Notebook LM.

AIDockerMultimodal
0 likes · 13 min read
Open Notebook: A Privacy‑First, Fully Local AI Note‑Taking Tool vs Google Notebook LM
AI Architecture Path
AI Architecture Path
Jun 4, 2026 · Artificial Intelligence

Odysseus: Free Private AI Workstation That Earned 39K+ Stars in 3 Days

Facing costly AI subscriptions, fragmented workflows, and privacy worries, the open‑source Odysseus offers a self‑hosted AI suite with agents, auto‑modeling, deep research, blind model testing, and an integrated office package, plus detailed multi‑platform deployment guides and a candid risk assessment.

AI AgentsDockerOdysseus
0 likes · 10 min read
Odysseus: Free Private AI Workstation That Earned 39K+ Stars in 3 Days
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 2, 2026 · Artificial Intelligence

Building a Dual‑Engine AI Assistant for DingTalk with Qoder CLI and Claude Code

The article details a complete engineering solution that lets a DingTalk group chat invoke an AI assistant—switchable between Qoder CLI and Claude Code—to query logs, run experiments, analyse performance and even deploy code, while handling intranet constraints, latency, security isolation, and Docker deployment.

AI assistantClaude CodeDingTalk
0 likes · 15 min read
Building a Dual‑Engine AI Assistant for DingTalk with Qoder CLI and Claude Code
Geek Labs
Geek Labs
Jun 2, 2026 · Artificial Intelligence

Why Odysseus, a Self‑Hosted AI Workspace, Gained 7K Stars Overnight

Odysseus is an open‑source, self‑hosted AI workspace that bundles chat, AI agents, document editing, email and calendar management into a single interface, offers both local and cloud model integration, provides detailed installation guides for Docker, macOS, Linux and Windows, and includes security recommendations for safe deployment.

AI AgentAI workspaceChatGPT alternative
0 likes · 9 min read
Why Odysseus, a Self‑Hosted AI Workspace, Gained 7K Stars Overnight
Top Architect
Top Architect
Jun 1, 2026 · Backend Development

How to Stream Local Video with Spring Boot, FFmpeg, and ZLMediaKit

This guide walks you through installing ZLMediaKit and FFmpeg in Docker, configuring Spring Boot with the required dependencies and properties, implementing a streaming service that launches FFmpeg commands, and using a simple HTML page with flv.js to play the live or on‑demand video stream.

DockerFFmpegJava
0 likes · 17 min read
How to Stream Local Video with Spring Boot, FFmpeg, and ZLMediaKit
MaGe Linux Operations
MaGe Linux Operations
Jun 1, 2026 · Information Security

Docker Production Hardening: From Image Scanning to Runtime Protection

This guide walks through a comprehensive Docker security hardening process for production, covering image vulnerability scanning, minimal base images, signed images, secure Dockerfile practices, daemon hardening, runtime privilege reduction, network isolation, secret management, monitoring, and a checklist to ensure continuous protection.

DockerMonitoringcontainer security
0 likes · 25 min read
Docker Production Hardening: From Image Scanning to Runtime Protection
AI Waka
AI Waka
Jun 1, 2026 · Artificial Intelligence

Why Claude Code Skills Fail to Activate and How to Achieve 100% Reliability

The article investigates why Claude Code skills activate only about half the time, describes a systematic series of 650 automated tests across description variants and environment conditions, and shows that an imperative SKILL.md description with a negative constraint reliably yields 100% activation.

ClaudeDockerExperimental Design
0 likes · 11 min read
Why Claude Code Skills Fail to Activate and How to Achieve 100% Reliability
MaGe Linux Operations
MaGe Linux Operations
May 31, 2026 · Fundamentals

Essential Network Basics for Ops: IP Addresses, Subnet Masks, and Gateways Explained

This guide walks operations engineers through core networking concepts—including IP address structure, binary‑decimal conversion, private address ranges, subnet masks, CIDR notation, gateway functions, VLAN isolation, routing tables, DNS resolution, Docker/Kubernetes networking, and firewall configuration—while providing concrete command‑line examples and step‑by‑step troubleshooting workflows.

DockerIP addressingLinux
0 likes · 35 min read
Essential Network Basics for Ops: IP Addresses, Subnet Masks, and Gateways Explained
Linux Tech Enthusiast
Linux Tech Enthusiast
May 31, 2026 · Cloud Native

How to Fix Docker Network IP Address Conflicts

When Docker fails to start because its default bridge networks clash with existing subnets, you can diagnose the issue by checking logs and routing tables, then resolve it by adjusting the daemon.json subnet settings, recreating the conflicting networks, and optionally rebuilding the ingress network.

DockerIngressLinux
0 likes · 9 min read
How to Fix Docker Network IP Address Conflicts
AI Architecture Path
AI Architecture Path
May 31, 2026 · Artificial Intelligence

Zero‑Barrier AI Short‑Video Generator: From Theme to Daily Posts with MoneyPrinterTurbo (70K+ Stars)

Creating short‑form videos is notoriously time‑consuming, but the open‑source MoneyPrinterTurbo tool automates the entire pipeline—from theme input to script,素材, voice‑over, subtitles and rendering—using Claude models, runs on low‑end hardware, and offers both Python and Docker deployment options with detailed troubleshooting and quality‑boosting tips.

AI video generationAutomationClaude
0 likes · 13 min read
Zero‑Barrier AI Short‑Video Generator: From Theme to Daily Posts with MoneyPrinterTurbo (70K+ Stars)
AI Architecture Path
AI Architecture Path
May 29, 2026 · Artificial Intelligence

Open Design vs Claude Design: Free One‑Click Commercial UI Prototypes with 150+ Design Systems

The article examines Anthropic's Claude Design launch, outlines its high cost, model lock, cloud‑only limits, and stagnant updates, then introduces the open‑source Open Design paired with Claude Code as a fully local, unlimited, and feature‑rich alternative that delivers commercial‑grade HTML, PPT, and mobile prototypes.

AI designClaude CodeClaude Design
0 likes · 14 min read
Open Design vs Claude Design: Free One‑Click Commercial UI Prototypes with 150+ Design Systems
MaGe Linux Operations
MaGe Linux Operations
May 26, 2026 · Operations

Encountering Nginx 502 Errors? A Step‑by‑Step Guide to Fast Troubleshooting

Nginx 502 Bad Gateway is one of the most frequent operational issues; this article outlines a systematic, layered approach—from checking Nginx error logs and backend service status to network connectivity, resource limits, timeout settings, and permission problems—providing concrete commands, example scenarios, and preventive measures to quickly identify and resolve the root cause.

502DockerLinux
0 likes · 27 min read
Encountering Nginx 502 Errors? A Step‑by‑Step Guide to Fast Troubleshooting
Coder Trainee
Coder Trainee
May 24, 2026 · Backend Development

Load Testing and Tuning Insights for a Spring Cloud Microservice System

This article walks through the complete load‑testing and performance‑tuning workflow for a Spring Cloud microservice application, covering environment preparation, JMeter script creation, benchmark execution, bottleneck analysis, JVM, database pool, and Sentinel optimizations, and presents before‑and‑after results with a detailed checklist.

DockerJMeterMicroservices
0 likes · 11 min read
Load Testing and Tuning Insights for a Spring Cloud Microservice System
AI Large-Model Wave and Transformation Guide
AI Large-Model Wave and Transformation Guide
May 23, 2026 · Operations

Why Offline Deployment of Dify Is So Challenging – 10 Common Pitfalls and Solutions

Deploying Dify in an offline environment is fraught with hidden traps—from missing Docker images and vector‑database dependencies to network subnet conflicts, plugin‑daemon crashes, and silent external service time‑outs—requiring careful preparation, configuration, and maintenance to achieve a stable setup.

DifyDockerNetwork Configuration
0 likes · 14 min read
Why Offline Deployment of Dify Is So Challenging – 10 Common Pitfalls and Solutions
Coder Trainee
Coder Trainee
May 23, 2026 · Cloud Native

Deploy Spring Cloud Microservices to Production on Kubernetes – Revised Edition

This article walks through migrating a Spring Cloud microservice suite from local Docker Compose to a production‑grade Kubernetes deployment, covering namespace setup, ConfigMaps, Secrets, service deployments, auto‑scaling, rolling updates, self‑healing, load balancing, Docker image builds, deployment scripts, common operational commands, and validation steps.

DockerHPAIngress
0 likes · 16 min read
Deploy Spring Cloud Microservices to Production on Kubernetes – Revised Edition
Coder Trainee
Coder Trainee
May 22, 2026 · Cloud Native

Spring Cloud Microservices Hands‑On (Revised Part 10): Full Deployment with Docker Compose

After building the order, stock, and point services along with Nacos, Seata, Sentinel, Prometheus, Grafana, and SkyWalking, this guide shows how to package all components into Docker images and use a single Docker Compose command to start the entire microservice system with one click, while addressing common pitfalls.

DockerDocker ComposeMicroservices
0 likes · 13 min read
Spring Cloud Microservices Hands‑On (Revised Part 10): Full Deployment with Docker Compose
Ops Community
Ops Community
May 21, 2026 · Information Security

How to Harden Docker in Production: From Image Scanning to Runtime Protection

This guide walks DevOps engineers through a complete Docker hardening workflow—explaining the security model, recommending safe base images, removing secrets, applying multi‑stage builds, enforcing image signing, configuring runtime privileges, resource limits, network isolation, logging, and continuous audit with tools like Trivy, Cosign, Falco and CIS benchmarks.

Dockercis benchmarkhardening
0 likes · 29 min read
How to Harden Docker in Production: From Image Scanning to Runtime Protection
Black & White Path
Black & White Path
May 21, 2026 · Operations

How to Self‑Host Gitea for Secure, Easy Project Management

This guide walks individual developers through installing Gitea—using Docker‑compose or binary packages—configuring a systemd service for automatic startup, accessing the web UI to create a repository, and linking it with IDEs to push code, providing a lightweight, self‑hosted Git platform for secure project management.

DockerGitGitea
0 likes · 4 min read
How to Self‑Host Gitea for Secure, Easy Project Management
Go Development Architecture Practice
Go Development Architecture Practice
May 20, 2026 · Operations

10 Essential Linux Ops Tools to Cut 80% of Overtime

This article introduces ten widely used Linux operations tools—Shell, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing their functions, typical scenarios, advantages, and concrete usage examples to help engineers streamline daily tasks.

AnsibleDockerELK
0 likes · 9 min read
10 Essential Linux Ops Tools to Cut 80% of Overtime
Coder Trainee
Coder Trainee
May 20, 2026 · Backend Development

Mastering Distributed Transactions in Spring Cloud with Seata (Part 8)

This tutorial walks through why distributed transactions are needed in a Spring Cloud order‑stock‑point scenario, compares local and distributed transaction models, introduces Seata’s architecture and three transaction modes, shows environment setup, code implementation, testing steps, and common pitfalls with solutions.

AT ModeDockerJava
0 likes · 11 min read
Mastering Distributed Transactions in Spring Cloud with Seata (Part 8)
Ops Community
Ops Community
May 18, 2026 · Operations

Master Docker: From Basics to Advanced Core Principles Explained

This comprehensive guide walks ops engineers through Docker’s core concepts—images, containers, storage drivers, networking, security, image building, multi‑stage builds, volume management, resource limits, troubleshooting, and production deployment best practices—providing step‑by‑step commands, examples, and detailed explanations to master containerization from beginner to expert.

ContainersDockerImage Building
0 likes · 42 min read
Master Docker: From Basics to Advanced Core Principles Explained
MaGe Linux Operations
MaGe Linux Operations
May 14, 2026 · Operations

Ops Veteran's Secret: Master These 10 Tools to Cut Overtime by 80%

The article lists ten essential Linux operations tools—Shell scripting, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing their functions, typical scenarios, advantages, and concrete usage examples, helping engineers streamline daily tasks and reduce overtime.

AnsibleDockerELK Stack
0 likes · 9 min read
Ops Veteran's Secret: Master These 10 Tools to Cut Overtime by 80%
MaGe Linux Operations
MaGe Linux Operations
May 10, 2026 · Operations

Avoid These 10 Common Docker Production Pitfalls (Plus 5 Hidden Issues)

This article compiles the ten most frequent Docker problems encountered in production—such as disk exhaustion, time drift, DNS failures, OOM kills, data loss, tag confusion, signal handling, resource‑limit oversights, and exposed daemon ports—provides concrete symptoms, root‑cause explanations, diagnostic commands, remediation steps, and preventive measures, and also lists five often‑overlooked traps.

DockerNetworkProduction
0 likes · 32 min read
Avoid These 10 Common Docker Production Pitfalls (Plus 5 Hidden Issues)
MaGe Linux Operations
MaGe Linux Operations
May 10, 2026 · Cloud Native

Docker Container Fails to Start? Common Causes and Troubleshooting Commands

This guide walks operators through a systematic, step‑by‑step process for diagnosing Docker container startup failures, covering status checks, log inspection, detailed use of docker inspect, and categorized troubleshooting of image, configuration, resource, permission, network, and volume issues with concrete commands and examples.

ConfigurationDockerNetwork
0 likes · 27 min read
Docker Container Fails to Start? Common Causes and Troubleshooting Commands
Geek Labs
Geek Labs
May 7, 2026 · Backend Development

DS2API: Turning DeepSeek into an OpenAI‑Compatible API

DS2API is an open‑source Go‑based service that converts DeepSeek’s web interface into OpenAI, Claude, and Gemini compatible APIs, offering multi‑API support, account pool management, long‑history handling, PoW verification, and a React admin UI, with simple Docker deployment.

API compatibilityDS2APIDeepSeek
0 likes · 4 min read
DS2API: Turning DeepSeek into an OpenAI‑Compatible API
Geek Labs
Geek Labs
May 7, 2026 · Artificial Intelligence

Running Large Language Models Locally on RTX 3090: Two Open‑Source Solutions

This article introduces two recent GitHub projects—club‑3090, which enables single‑ or dual‑RTX 3090 inference of 27‑billion‑parameter models with detailed performance benchmarks, and library‑skills, a tool that keeps AI agents synchronized with the latest official library APIs—explaining their configurations, usage steps, hardware requirements, and target audiences.

AI AgentsDockerRTX 3090
0 likes · 7 min read
Running Large Language Models Locally on RTX 3090: Two Open‑Source Solutions
Golang Shines
Golang Shines
May 6, 2026 · Cloud Native

Master Docker Basics: A Comprehensive Hands‑On Guide

This tutorial walks readers through Docker fundamentals, image management, underlying Linux technologies, Docker Compose orchestration, and integration with Mesos, providing practical commands and examples for ops engineers and backend developers.

ContainersDockerDocker Compose
0 likes · 4 min read
Master Docker Basics: A Comprehensive Hands‑On Guide
AI Explorer
AI Explorer
May 5, 2026 · Artificial Intelligence

Achieving 95% SimpleQA Accuracy on a Single RTX 3090 with Local Deep Research

Local Deep Research is an open‑source AI assistant that runs entirely on a consumer RTX 3090, reaches about 95% accuracy on the SimpleQA benchmark, uses a plugin‑based architecture with multiple LLM and search back‑ends, stores data in an encrypted SQLCipher database, and can be launched in minutes via Docker for privacy‑focused researchers and developers.

DockerLLMLocal Deep Research
0 likes · 6 min read
Achieving 95% SimpleQA Accuracy on a Single RTX 3090 with Local Deep Research
Architect Chen
Architect Chen
May 2, 2026 · Cloud Computing

Docker vs Traditional VMs: 4 Key Differences Explained

The article compares Docker containers with traditional virtual machines across four core aspects—resource consumption, isolation mechanisms, startup speed, and deployment efficiency—showing that containers use shared kernels for lower memory and CPU overhead, provide process‑level isolation, start in under a second, and enable rapid CI/CD workflows.

DockerResource EfficiencyStartup time
0 likes · 4 min read
Docker vs Traditional VMs: 4 Key Differences Explained
AI Explorer
AI Explorer
May 1, 2026 · Artificial Intelligence

A New Multi‑Agent LLM Framework Redefines AI‑Driven Financial Trading

TradingAgents introduces a multi‑agent LLM framework that transforms AI from a single‑point price predictor into a collaborative trading team, offering roles such as analyst, researcher, trader, and risk manager, with open‑source code, Docker deployment, and over 59,000 GitHub stars.

AI financeDockerLLM
0 likes · 7 min read
A New Multi‑Agent LLM Framework Redefines AI‑Driven Financial Trading
Coder Trainee
Coder Trainee
May 1, 2026 · Cloud Native

Containerizing Spring Cloud Microservices with Docker and Kubernetes (Part 9)

This article explains why traditional deployment is problematic, then walks through building Docker images, composing services with Docker‑Compose, deploying to a Kubernetes cluster, setting up CI/CD pipelines, and addressing common pitfalls such as slow starts and service discovery failures.

CI/CDDockerDocker Compose
0 likes · 12 min read
Containerizing Spring Cloud Microservices with Docker and Kubernetes (Part 9)
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Apr 30, 2026 · Cloud Computing

MiniStack: Open‑Source LocalStack Alternative Simulating 40+ AWS Services

MiniStack is an open‑source, lightweight alternative to LocalStack that emulates over 40 AWS services on a single port, runs real infrastructure components like RDS and Redis, offers faster startup, lower memory usage, HTTP/2 support, drop‑in compatibility, multi‑tenant isolation, and easy installation via PyPI, Docker, or source.

AWSDockerLocalStack
0 likes · 8 min read
MiniStack: Open‑Source LocalStack Alternative Simulating 40+ AWS Services
Golang Shines
Golang Shines
Apr 29, 2026 · Cloud Native

Essential Docker Commands You Need to Master

This guide compiles the most frequently used Docker commands—covering basics, image handling, container control, volume management, networking, security, and additional utilities—providing clear screenshots to help developers boost deployment efficiency and resource management.

Cloud NativeDockercommand-line
0 likes · 2 min read
Essential Docker Commands You Need to Master
AI Architecture Path
AI Architecture Path
Apr 29, 2026 · Artificial Intelligence

Fed up feeding AI with docs? Microsoft’s Open‑Source MarkItDown converts any format to Markdown in a few lines

MarkItDown, an open‑source Python tool from Microsoft’s AutoGen team, converts over 20 document and media formats—including Word, Excel, PDF, images, audio and YouTube links—into standardized Markdown, offering OCR, LLM integration, Docker deployment, Azure Document Intelligence support, and extensive command‑line examples for enterprise and research pipelines.

AutoGenAzure Document IntelligenceDocker
0 likes · 13 min read
Fed up feeding AI with docs? Microsoft’s Open‑Source MarkItDown converts any format to Markdown in a few lines
Data STUDIO
Data STUDIO
Apr 28, 2026 · Backend Development

FastAPI in Production: Auth, Rate Limiting, and Zero‑Downtime with One Codebase

This article walks through a complete production‑ready FastAPI setup, covering secure OIDC/JWKS authentication, Redis‑backed token‑bucket rate limiting, zero‑downtime rolling deployments on Docker/Kubernetes, and observability best practices such as request‑ID middleware and structured JSON logging.

DockerFastAPIObservability
0 likes · 20 min read
FastAPI in Production: Auth, Rate Limiting, and Zero‑Downtime with One Codebase
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Apr 27, 2026 · Backend Development

Turn Your Android Phone into an SMS Gateway with HTTPSMS and a Simple HTTP API

HTTPSMS is an open‑source SMS gateway that lets an Android phone act as a self‑hosted send/receive endpoint, controlled via a lightweight HTTP API, offering multi‑language SDKs, Docker deployment, AES‑256 encryption, rate limiting, message expiry and a feature‑by‑feature comparison with Twilio, cloud SMS services and DIY GSM modems.

AES-256AndroidDocker
0 likes · 7 min read
Turn Your Android Phone into an SMS Gateway with HTTPSMS and a Simple HTTP API
Java Tech Workshop
Java Tech Workshop
Apr 26, 2026 · Backend Development

Integrating Spring Boot with RocketMQ for Message Production and Consumption

This tutorial explains why RocketMQ is chosen for high‑throughput messaging, outlines its core components and typical scenarios, guides environment setup via Docker or local installation, shows Maven integration, provides Spring Boot configuration, and presents complete producer and consumer code with testing steps, extensions for sync/async messages, and common troubleshooting tips.

DockerMessage QueueRocketMQ
0 likes · 16 min read
Integrating Spring Boot with RocketMQ for Message Production and Consumption
Golang Shines
Golang Shines
Apr 26, 2026 · Cloud Native

Essential Docker Concepts and Quick Command Cheat Sheet

This article explains the problems Docker solves versus virtual machines, then walks through image management, container lifecycle, data volumes, networking, Dockerfile best practices—including CMD vs ENTRYPOINT and multi‑stage builds—and Docker Compose orchestration, providing concrete commands and examples for each step.

DockerNetworkcompose
0 likes · 12 min read
Essential Docker Concepts and Quick Command Cheat Sheet
AI Explorer
AI Explorer
Apr 26, 2026 · Artificial Intelligence

Take Control of AI: Choose Any Model and Keep Your Data Private

Thunderbolt, an open‑source AI client from Mozilla’s Thunderbird team, lets developers pick any OpenAI‑compatible model, run it on‑premises via Docker or Kubernetes, and keep all conversation data on their own servers, eliminating vendor lock‑in and enhancing privacy.

AI clientDockerdata privacy
0 likes · 6 min read
Take Control of AI: Choose Any Model and Keep Your Data Private
Old Zhang's AI Learning
Old Zhang's AI Learning
Apr 25, 2026 · Artificial Intelligence

Deploying DeepSeek‑V4‑Flash Locally on 2 × NVIDIA H20 (96 GB) – Quick Performance Test

This article walks through deploying DeepSeek‑V4‑Flash on a server with two NVIDIA H20 GPUs (96 GB each), detailing model download, Docker image preparation, launch script tweaks, memory compression via FP8 and expert parallelism, and reports observed concurrency limits and token‑per‑second speeds, including a test that disables the model's thinking mode.

DeepSeek-V4DockerFP8 quantization
0 likes · 6 min read
Deploying DeepSeek‑V4‑Flash Locally on 2 × NVIDIA H20 (96 GB) – Quick Performance Test
Raymond Ops
Raymond Ops
Apr 24, 2026 · Cloud Native

Multi‑Stage Docker Builds & SBOM: Shrink Images and Meet Security Compliance

This guide shows how to dramatically reduce container image size using Docker multi‑stage builds, choose minimal base images, automatically generate SPDX/CycloneDX SBOMs, sign images with Cosign, and integrate the whole process into CI/CD pipelines for secure, lightweight deployments.

DockerImage optimizationSBOM
0 likes · 21 min read
Multi‑Stage Docker Builds & SBOM: Shrink Images and Meet Security Compliance
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Apr 24, 2026 · Artificial Intelligence

AI‑Powered Smart Shrimp Farming: 30‑Day Conversational Practice

This article details a 30‑day AI‑driven shrimp‑farming project built on Alibaba Cloud's Bailei platform, describing data sources, system architecture, model development, daily performance metrics, cost savings, and validation results that demonstrate how AI can replace expert judgment in aquaculture.

AIDockerOpenClaw
0 likes · 16 min read
AI‑Powered Smart Shrimp Farming: 30‑Day Conversational Practice
Architect's Guide
Architect's Guide
Apr 24, 2026 · Backend Development

A Powerful Open‑Source Nginx Visual Management Platform with One‑Click Docker Deployment

This article introduces an out‑of‑the‑box Nginx visual management platform that can be deployed with a single Docker‑Compose command, offering a web UI for configuring reverse proxies, SSL termination, advanced settings, and includes step‑by‑step setup, Docker network tips, health‑check configuration, and a link to the GitHub repository.

DockerDocker ComposeNGINX
0 likes · 5 min read
A Powerful Open‑Source Nginx Visual Management Platform with One‑Click Docker Deployment
AI Software Product Manager
AI Software Product Manager
Apr 23, 2026 · Artificial Intelligence

Building an AI-Powered Trend Monitoring Tool from Scratch with GitHub Actions

TrendRadar is an AI‑driven hotspot monitoring tool that aggregates data from over 11 platforms, offers three push modes, RSS support, keyword filtering, multi‑channel notifications, and can be deployed via GitHub Actions, Docker, or locally; this article walks through the full setup, secret configuration, testing, and optional customizations.

AIDockerGitHub Actions
0 likes · 12 min read
Building an AI-Powered Trend Monitoring Tool from Scratch with GitHub Actions
AI Explorer
AI Explorer
Apr 22, 2026 · Artificial Intelligence

How AI‑Powered TrendRadar Provides a Private, Automated Info Radar to Cut Through Noise

TrendRadar, an open‑source Python project with over 54,000 GitHub stars, combines multi‑platform aggregation, large‑model AI filtering, sentiment analysis, and multi‑channel push to deliver a private, Docker‑deployable information radar that lets users define keywords and receive concise, translated summaries in seconds.

AIDockerInformation Retrieval
0 likes · 6 min read
How AI‑Powered TrendRadar Provides a Private, Automated Info Radar to Cut Through Noise
Ubuntu
Ubuntu
Apr 21, 2026 · Fundamentals

What Is WSL and Why It’s the Ultimate Linux Experience on Windows

This article explains what Windows Subsystem for Linux (WSL) is, how it differs from virtual machines and dual‑boot setups, outlines five key advantages, compares WSL 1 and WSL 2, evaluates alternative solutions, lists popular Linux distributions, and shows typical development and DevOps scenarios where WSL shines.

Cross-PlatformDockerLinux
0 likes · 13 min read
What Is WSL and Why It’s the Ultimate Linux Experience on Windows
Java Backend Full-Stack
Java Backend Full-Stack
Apr 20, 2026 · Backend Development

What Skills Should a 3‑Year Java Backend Developer Master?

The article outlines a comprehensive skill matrix for a three‑year Java backend engineer, covering core Java and JVM knowledge, mainstream frameworks, storage, messaging, containerization, architecture, engineering practices, soft skills, and emerging trends such as AI integration and reactive programming.

DockerJVMJava
0 likes · 9 min read
What Skills Should a 3‑Year Java Backend Developer Master?
Coder Trainee
Coder Trainee
Apr 19, 2026 · Backend Development

How to Optimize Performance and Deploy a Production‑Ready Blog System

This article walks through a complete performance‑optimization and deployment pipeline for a Spring Boot blog, covering multi‑level caching with Caffeine and Redis, database indexing and cursor pagination, read‑write splitting, asynchronous processing, rate limiting, Docker multi‑stage builds, Nginx reverse‑proxy setup, Actuator monitoring, custom metrics, health checks, alerting, JMeter load testing, and JVM tuning.

CaffeineDockerPerformance Optimization
0 likes · 17 min read
How to Optimize Performance and Deploy a Production‑Ready Blog System
dbaplus Community
dbaplus Community
Apr 18, 2026 · Cloud Native

How Code Container Lets AI Coders Run with Root Access Safely in Seconds

The article introduces Code Container, an open‑source Docker‑based solution that gives AI coding assistants like Claude Code, OpenCode, and Codex full root and network privileges within isolated containers, explains its lightweight design, installation steps, workflow, and how it boosts productivity while maintaining system safety.

AICLICode Container
0 likes · 9 min read
How Code Container Lets AI Coders Run with Root Access Safely in Seconds
Golang Shines
Golang Shines
Apr 17, 2026 · Cloud Native

Unlock Docker Mastery: A Viral Classic Tutorial for Beginners and Ops Engineers

This comprehensive Docker guide explains the technology’s rapid adoption in China, walks through installation, image management, data handling, networking, security, underlying Linux mechanisms, Docker Compose, and Mesos integration, providing step‑by‑step examples for ops engineers and backend developers.

Cloud NativeDockerDocker Compose
0 likes · 4 min read
Unlock Docker Mastery: A Viral Classic Tutorial for Beginners and Ops Engineers
Black & White Path
Black & White Path
Apr 17, 2026 · Information Security

Threat Alert: Cloud‑Native Cybercrime Group TeamPCP Targets Docker, Kubernetes, and Redis

TeamPCP, a newly identified cloud‑native threat group, has compromised at least 60,000 servers worldwide by exploiting exposed Docker APIs, Kubernetes clusters, Redis instances, and the React2Shell vulnerability, employing automated tools such as proxy.sh, kube.py, and react.py, with detailed MITRE ATT&CK mapping and concrete defense recommendations.

DockerMITRE ATT&CKMalware Analysis
0 likes · 16 min read
Threat Alert: Cloud‑Native Cybercrime Group TeamPCP Targets Docker, Kubernetes, and Redis
Ubuntu
Ubuntu
Apr 16, 2026 · Artificial Intelligence

Deploy Hermes Agent on WSL + Ubuntu in One Command – Get a Self‑Improving AI Assistant

This guide walks you through installing WSL2 and Ubuntu on Windows, then using a one‑line script to set up the open‑source Hermes Agent, configure API keys, explore its self‑evolving memory, multi‑model support, extensions, Docker deployment, and troubleshooting, enabling a personalized AI assistant in about 20 minutes.

AI assistantDockerHermes Agent
0 likes · 16 min read
Deploy Hermes Agent on WSL + Ubuntu in One Command – Get a Self‑Improving AI Assistant
Java Companion
Java Companion
Apr 16, 2026 · Databases

Is Running MySQL in Docker Really a Bad Idea?

This article dissects the common claim that MySQL should not be run in Docker by explaining the underlying design mismatch, measuring I/O overhead, examining persistence and resource‑isolation pitfalls, reviewing replication challenges, and presenting real‑world cases from JD and Tongcheng to show when containerization is safe and when it isn’t.

Data persistenceDockerProduction
0 likes · 12 min read
Is Running MySQL in Docker Really a Bad Idea?
Java Web Project
Java Web Project
Apr 15, 2026 · Backend Development

How We Cut Spring Boot Startup from 12 s to 3 s with GraalVM Native Image

This article walks through converting a Spring Boot order‑query microservice to a GraalVM Native Image, detailing environment setup, common build pitfalls with concrete code fixes, Docker multi‑stage packaging, K8s scaling comparison, performance benchmarks, CI/CD integration, and guidance on when Native Image is appropriate.

CI/CDDockerGraalVM
0 likes · 12 min read
How We Cut Spring Boot Startup from 12 s to 3 s with GraalVM Native Image
AI Open-Source Efficiency Guide
AI Open-Source Efficiency Guide
Apr 11, 2026 · Operations

ReClip: Self‑Hosted Downloader for 1000+ Sites – One‑Click MP4/MP3 Capture

ReClip is an open‑source self‑hosted video/audio downloader built with Flask and a lightweight HTML/JS UI, supporting over 1000 websites via yt‑dlp, offering MP4 video and MP3 audio download, batch processing, quality control, and easy deployment through local run, Docker, or Docker‑Compose, with configurable environment variables and a performance comparison against other tools.

DockerFlaskbatch-download
0 likes · 7 min read
ReClip: Self‑Hosted Downloader for 1000+ Sites – One‑Click MP4/MP3 Capture
Architect's Tech Stack
Architect's Tech Stack
Apr 10, 2026 · Cloud Native

Why Docker and Kubernetes Are Like Shipping Containers: A Beginner’s Guide

Using a shipping‑container analogy, this article explains how Docker packages applications into portable images and how Kubernetes orchestrates those containers across clusters, clarifying key concepts such as images, containers, Pods, Deployments, Services, and the role of nodes in modern cloud‑native environments.

ContainersDockerOrchestration
0 likes · 7 min read
Why Docker and Kubernetes Are Like Shipping Containers: A Beginner’s Guide
Architect Chen
Architect Chen
Apr 9, 2026 · Cloud Native

Understanding Docker: Architecture, Namespaces, cgroups, and UnionFS

This article explains Docker's client‑server architecture, core isolation mechanisms like Linux namespaces and cgroups, the layered UnionFS image model, and how libcontainer/runc creates containers, providing a comprehensive technical overview of Docker as a cloud‑native platform.

Cloud NativeDockerDocker Architecture
0 likes · 5 min read
Understanding Docker: Architecture, Namespaces, cgroups, and UnionFS
LuTiao Programming
LuTiao Programming
Apr 8, 2026 · Backend Development

From Chaos to Production: Building a Real Food-Delivery Backend with Spring Boot

The article chronicles the step‑by‑step evolution of a small team’s chaotic food‑delivery backend into a production‑ready system, detailing how they introduced layering, transactions, security, caching, async processing, messaging, observability, scalability, resilience, containerization, and testing using Spring Boot, Kafka, Redis, JWT, and Docker.

DockerMicroservicesRedis
0 likes · 10 min read
From Chaos to Production: Building a Real Food-Delivery Backend with Spring Boot
James' Growth Diary
James' Growth Diary
Apr 8, 2026 · Artificial Intelligence

How to Build a Production‑Ready AI Chat UI? A Deep Dive into Open WebUI Architecture

This article dissects Open WebUI’s full‑stack architecture—covering its SvelteKit front‑end, FastAPI API gateway, Pipe plugin system, storage choices, model adapters, production‑grade configurations, common pitfalls, and a deployment checklist—providing a practical guide for building robust AI conversational interfaces.

AI chatDockerFastAPI
0 likes · 22 min read
How to Build a Production‑Ready AI Chat UI? A Deep Dive into Open WebUI Architecture
Linux Tech Enthusiast
Linux Tech Enthusiast
Apr 7, 2026 · Operations

Top 10 Essential Tools Every Ops Engineer Uses Daily

This article enumerates ten widely used operations tools—Shell scripts, Git, Ansible, Prometheus, Grafana, Docker, Kubernetes, Nginx, ELK Stack, and Zabbix—detailing each tool's function, suitable scenarios, advantages, and concrete usage examples for daily sysadmin tasks.

AnsibleDockerELK
0 likes · 8 min read
Top 10 Essential Tools Every Ops Engineer Uses Daily
AI Explorer
AI Explorer
Apr 5, 2026 · Artificial Intelligence

Onyx Open-Source AI Platform: Full Model Support and One‑Stop Deployable Solution

Onyx is an open‑source AI platform that acts as an application layer for large language models, offering a unified interface for RAG, web search, code execution, multimodal interaction, and customizable agents, with model‑agnostic support, one‑click installation, and flexible deployment options for individuals and enterprises.

AI platformDockerModel Agnostic
0 likes · 6 min read
Onyx Open-Source AI Platform: Full Model Support and One‑Stop Deployable Solution
DeepHub IMBA
DeepHub IMBA
Apr 4, 2026 · Artificial Intelligence

Building Mini-vLLM from Scratch: KV‑Cache, Dynamic Batching, and Distributed Inference

This article walks through constructing Mini-vLLM, a from‑scratch LLM inference engine that tackles the O(N²) attention cost with KV‑cache, boosts throughput via dynamic batching, adds observability with Prometheus/Grafana, supports gRPC, and scales across multiple workers, with benchmark numbers demonstrating its CPU‑only performance.

DockerDynamic BatchingKV cache
0 likes · 12 min read
Building Mini-vLLM from Scratch: KV‑Cache, Dynamic Batching, and Distributed Inference
SpringMeng
SpringMeng
Apr 4, 2026 · Artificial Intelligence

How to Build a Tencent IMA‑Style AI Knowledge Base for Under $3,000

This article details a cost‑effective AI knowledge‑base project that replicates Tencent IMA functionality using Dify’s open‑source platform, Chinese LLMs (Qwen, DeepSeek, GLM), a Java Spring Boot backend, Vue frontend, multi‑agent orchestration, hybrid on‑premise/cloud deployment, and provides concrete cost and performance estimates.

AI knowledge baseDifyDocker
0 likes · 12 min read
How to Build a Tencent IMA‑Style AI Knowledge Base for Under $3,000
Tech Musings
Tech Musings
Apr 3, 2026 · Operations

How to Cut Rust Docker Build Times from Minutes to Seconds with Cargo‑Chef

This article analyzes why Docker builds of Rust projects on Ubuntu get stuck updating the crates.io index for several minutes, explains Docker layer cache invalidation and BuildKit differences, and presents a reliable cargo‑chef based Dockerfile that reduces build time to seconds.

Build OptimizationBuildKitCache
0 likes · 10 min read
How to Cut Rust Docker Build Times from Minutes to Seconds with Cargo‑Chef
java1234
java1234
Apr 2, 2026 · Cloud Native

How a Simple Analogy Clarified Docker and Kubernetes Core Concepts

An image is a static snapshot of an OS, runtime and code; a container runs that snapshot, while Dockerfile and docker‑compose define how to build and orchestrate images. Pods group containers for shared resources, and Kubernetes schedules, scales, heals, networks and stores them, enabling true “run anywhere” deployment.

Cloud NativeContainersDocker
0 likes · 6 min read
How a Simple Analogy Clarified Docker and Kubernetes Core Concepts
Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Mar 31, 2026 · Information Security

Securing LLM Code Interpreter: Sandbox Strategies and Real‑World Pitfalls

This article examines why RAG systems need a Code Interpreter, explains the dangers of executing LLM‑generated code with exec(), and presents three sandbox designs—restricted exec, Docker containers, and E2B cloud sandboxes—along with whitelist/blacklist rules, an eight‑step execution flow, and practical lessons learned from production deployment.

Code interpreterDockerLLM
0 likes · 26 min read
Securing LLM Code Interpreter: Sandbox Strategies and Real‑World Pitfalls
IT Services Circle
IT Services Circle
Mar 30, 2026 · Cloud Native

Docker vs K8s: Solving Java Deployment Chaos with Containers

This article explains why traditional Java deployment struggles with environment inconsistencies, introduces Docker’s containerization workflow—including base images, Dockerfiles, images, registries, and tools like Compose and Swarm—and compares it with Kubernetes’ orchestration capabilities, showing how they together streamline Java application delivery.

DockerJavaSpring Boot
0 likes · 7 min read
Docker vs K8s: Solving Java Deployment Chaos with Containers