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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 ModeDistributed TransactionsDocker
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.

ContainersDevOpsDocker
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.

DockerSecuritycontainer-runtime
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.

ConfigurationContainerDocker
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
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.

DeploymentDockerIsolation
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.

DockerDocker ComposeKubernetes
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
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.

AuthenticationDockerFastAPI
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
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 clientDockerKubernetes
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
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.

AIDockerSentiment Analysis
0 likes · 6 min read
How AI‑Powered TrendRadar Provides a Private, Automated Info Radar to Cut Through Noise
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.

Distributed SystemsDockerJVM
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
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.

DockerKubernetesMITRE ATT&CK
0 likes · 16 min read
Threat Alert: Cloud‑Native Cybercrime Group TeamPCP Targets Docker, Kubernetes, and Redis
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 PersistenceDockercontainerization
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.

DockerKubernetesPerformance Optimization
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.

ContainersDockerKubernetes
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
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 PlatformCustom AgentsDocker
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 BatchingInference Engine
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.

DevOpsDockerJava
0 likes · 7 min read
Docker vs K8s: Solving Java Deployment Chaos with Containers
Advanced AI Application Practice
Advanced AI Application Practice
Mar 29, 2026 · Operations

Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)

This guide walks through a real‑world 500‑person tech company’s OpenClaw rollout, detailing environment requirements, quick Windows/Linux installation, security hardening, multi‑system troubleshooting, Docker/K8s containerization, multi‑model routing, office‑tool integrations, automation scripts, RBAC, performance tuning, and high‑availability configuration, all achievable within 8‑10 hours.

AutomationDockerEnterprise Deployment
0 likes · 10 min read
Mastering OpenClaw Enterprise Deployment: From Setup to Operations (Practices 7‑14)
DevOps Coach
DevOps Coach
Mar 28, 2026 · Cloud Native

Why the Twelve-Factor App is Essential for Modern Cloud‑Native Development

The article explains how the Twelve‑Factor App methodology, created by Heroku’s Adam Wiggins, provides a set of core principles that prevent common production failures and form the foundation for modern tools like Docker, Kubernetes, and CI/CD pipelines, enabling reliable, scalable, and maintainable software.

Cloud NativeDevOpsDocker
0 likes · 22 min read
Why the Twelve-Factor App is Essential for Modern Cloud‑Native Development
Raymond Ops
Raymond Ops
Mar 26, 2026 · Cloud Native

How to Shrink Docker Images by 70% and Harden Them with Trivy

This guide explains how to dramatically shrink Docker image sizes by up to 70% using multi‑stage builds, Alpine or Distroless bases, layer merging, .dockerignore, and BuildKit, while also integrating Trivy security scanning, non‑root users, SUID removal, and CI/CD automation to ensure a lean, secure container deployment.

AlpineDockerTrivy
0 likes · 29 min read
How to Shrink Docker Images by 70% and Harden Them with Trivy
Efficient Ops
Efficient Ops
Mar 25, 2026 · Operations

Why VictoriaLogs Is the Fastest, Most Efficient Log Database for Modern Infrastructures

VictoriaLogs, an open‑source log management database from the VictoriaMetrics ecosystem, offers ultra‑low resource consumption, multi‑protocol ingestion, powerful LogsQL queries, and flexible deployment options—including single‑node, Docker, and clustered setups—making it a compelling alternative to Elasticsearch and Loki.

DockerLinuxLog Management
0 likes · 6 min read
Why VictoriaLogs Is the Fastest, Most Efficient Log Database for Modern Infrastructures
AI Explorer
AI Explorer
Mar 25, 2026 · Cloud Native

How Project N.O.M.A.D. Turns a Raspberry Pi into an Offline Knowledge Fortress

Project N.O.M.A.D. is an open‑source, Docker‑based platform that converts a Raspberry Pi, old laptop or server into a self‑contained offline hub offering AI chat, Wikipedia, educational courses, maps and utility tools, enabling users in remote, disaster‑struck or privacy‑focused environments to access essential digital resources without any network connection.

DockerKnowledge BaseLocal AI
0 likes · 6 min read
How Project N.O.M.A.D. Turns a Raspberry Pi into an Offline Knowledge Fortress
Architect's Ambition
Architect's Ambition
Mar 25, 2026 · Artificial Intelligence

From Zero to Production: Building AI‑Native Infrastructure for Agents – Local Inference to Full‑Scale Deployment

The article walks through constructing AI‑native infrastructure for agents, covering local inference deployment with vLLM, setting up an AI gateway using LiteLLM, implementing observability with logs, metrics, and tracing, and applying cost‑saving strategies that reduced latency, improved stability, and cut expenses by up to 60%.

AI agentsCost OptimizationDeployment
0 likes · 13 min read
From Zero to Production: Building AI‑Native Infrastructure for Agents – Local Inference to Full‑Scale Deployment
Geek Labs
Geek Labs
Mar 24, 2026 · Industry Insights

9 Must‑See GitHub Projects: MacBook‑Run LLM, WeChat AI, Multi‑Agent Collaboration and More

This article reviews nine standout GitHub open‑source projects, covering a C/Metal LLM engine for MacBooks, a Claude Code commercial‑analysis skill, multi‑agent communication tools, web‑enabled AI, autonomous research automation, WeChat AI integration, a minimalist terminal, a Codex console, and a lightweight WARP proxy.

AIDockerGitHub
0 likes · 10 min read
9 Must‑See GitHub Projects: MacBook‑Run LLM, WeChat AI, Multi‑Agent Collaboration and More
DevOps Coach
DevOps Coach
Mar 23, 2026 · Cloud Native

How Distroless Images Cut Rust Service Startup from 8 s to 1.2 s

After building a fast Rust microservice, the team discovered Kubernetes pods took 8‑10 seconds to start due to Alpine‑based images; switching to minimal Distroless containers and static linking reduced the image size from 40 MB to 6.7 MB, cut cold‑start time to ~1.2 seconds, lowered memory usage, and improved security.

Container OptimizationDistrolessDocker
0 likes · 8 min read
How Distroless Images Cut Rust Service Startup from 8 s to 1.2 s
ITPUB
ITPUB
Mar 22, 2026 · Backend Development

How I Rescued a Critical Java Service from 100% CPU: A Step‑by‑Step Debugging Guide

When a midnight CPU alarm threatened a core Java service, I raced through system checks, JVM profiling, algorithm refactoring, database indexing, Docker isolation, and Prometheus alerts, ultimately restoring performance and highlighting the importance of proactive monitoring and technical debt management.

CPUDockerJVM
0 likes · 7 min read
How I Rescued a Critical Java Service from 100% CPU: A Step‑by‑Step Debugging Guide
Old Zhang's AI Learning
Old Zhang's AI Learning
Mar 18, 2026 · Artificial Intelligence

Running Claude‑Opus‑4.6‑Distilled Qwen3.5 27B on a Single RTX 4090 with llama.cpp: 46 tokens/s Performance

The article details a hands‑on test of the Claude‑Opus‑4.6‑distilled Qwen3.5 27B model running on a single RTX 4090 via llama.cpp, showing a steady 46 tokens per second generation speed, a 64K context window, and a step‑by‑step Docker‑based setup while comparing it to GLM‑4.7‑Flash‑AWQ‑4bit and discussing llama.cpp’s limitations for multi‑GPU inference.

Claude OpusDockerLLM inference
0 likes · 5 min read
Running Claude‑Opus‑4.6‑Distilled Qwen3.5 27B on a Single RTX 4090 with llama.cpp: 46 tokens/s Performance
Code Wrench
Code Wrench
Mar 17, 2026 · Backend Development

How to Elegantly Extend 1Panel: Three Proven Paths for Custom Development

This guide explains three practical approaches to extend the open‑source 1Panel platform—using the app store for custom apps, adding backend modules with Go, or modifying the Vue front‑end—while emphasizing non‑intrusive development to avoid upgrade conflicts.

1PanelBackendDocker
0 likes · 8 min read
How to Elegantly Extend 1Panel: Three Proven Paths for Custom Development
Ray's Galactic Tech
Ray's Galactic Tech
Mar 16, 2026 · Backend Development

Mastering Production‑Ready HTTP Microservices with Go and Kratos

This guide walks you through building a production‑grade e‑commerce order service using the Go‑based Kratos microservice framework, covering environment setup, protobuf contract definition, code generation, layered architecture, dependency injection, configuration, deployment, testing, and performance optimizations for cloud‑native backends.

DockerHTTP APIKratos
0 likes · 25 min read
Mastering Production‑Ready HTTP Microservices with Go and Kratos
Selected Java Interview Questions
Selected Java Interview Questions
Mar 15, 2026 · Cloud Native

What Exactly Are Docker Images, Containers, and Kubernetes Pods? A Simple Guide

An easy-to-understand walkthrough explains Docker images as static system snapshots, containers as runnable instances, Dockerfile and docker‑compose recipes, and how Kubernetes Pods orchestrate containers, highlighting why these tools enable “run anywhere” deployment and scalable management across clusters.

Cloud NativeContainersDevOps
0 likes · 6 min read
What Exactly Are Docker Images, Containers, and Kubernetes Pods? A Simple Guide
Ops Community
Ops Community
Mar 14, 2026 · Operations

How to Diagnose, Clean, and Prevent Docker Log Disk Exhaustion

This guide walks you through identifying which Docker containers are consuming disk space, safely truncating oversized log files, configuring log drivers and rotation policies, setting up centralized logging, and automating cleanup to avoid future disk‑full incidents in production environments.

ContainerDevOpsDocker
0 likes · 33 min read
How to Diagnose, Clean, and Prevent Docker Log Disk Exhaustion
macrozheng
macrozheng
Mar 12, 2026 · Operations

How to Deploy Apps Visually with Dockge – A Docker Compose GUI Guide

This guide introduces Dockge, a sleek Docker Compose visual manager, and walks through installing it via Docker, creating stacks, and deploying a Spring Boot and MySQL application with one‑click operations, including logs, terminal access, and API testing.

Container ManagementDevOpsDocker
0 likes · 5 min read
How to Deploy Apps Visually with Dockge – A Docker Compose GUI Guide
Coder Trainee
Coder Trainee
Mar 12, 2026 · Backend Development

Building a County Cultural Heritage & Creative Marketplace with Spring Boot and Vue.js

This article outlines the design and implementation of a three‑day graduation demo system that digitizes county cultural heritage, offers searchable displays, a creative product marketplace, user authentication, and monitoring, using a Spring Boot back‑end, Vue.js front‑end, MySQL, Redis, Docker, and CI/CD pipelines.

Cultural HeritageDockerSpring Boot
0 likes · 5 min read
Building a County Cultural Heritage & Creative Marketplace with Spring Boot and Vue.js
Code Wrench
Code Wrench
Mar 12, 2026 · Backend Development

Unlocking Go Server Secrets: How 1Panel Uses cmux, Docker, and Clean Architecture

This article walks through the 1Panel Go codebase, highlighting its clean project layout, the "golden" dependency stack, the step‑by‑step server startup chain, the clever use of cmux for port multiplexing, and robust Docker configuration validation to build a more reliable backend service.

DockerGoProject Layout
0 likes · 9 min read
Unlocking Go Server Secrets: How 1Panel Uses cmux, Docker, and Clean Architecture
Architects' Tech Alliance
Architects' Tech Alliance
Mar 11, 2026 · Information Security

How to Safely Uninstall OpenClaw and Eliminate Hidden Costs

This guide breaks down why users abandon OpenClaw due to unexpected expenses and security vulnerabilities, then provides step‑by‑step, cross‑platform instructions—including CLI commands, Docker cleanup, residual file removal, registry edits, and permission revocation—to ensure a complete and secure uninstallation.

CLICostDocker
0 likes · 10 min read
How to Safely Uninstall OpenClaw and Eliminate Hidden Costs
Data STUDIO
Data STUDIO
Mar 11, 2026 · Backend Development

Build Your First MCP Server with FastMCP – A Python Power Tool

This article introduces the Model Context Protocol (MCP) and the FastMCP Python library, then walks through setting up a virtual environment, creating a simple weather‑query tool, testing it with a client, upgrading to a real OpenWeatherMap API, and finally covering production deployment options such as HTTP transport, Docker, and security middleware.

AI toolsDeploymentDocker
0 likes · 19 min read
Build Your First MCP Server with FastMCP – A Python Power Tool
AI Explorer
AI Explorer
Mar 9, 2026 · Artificial Intelligence

OpenSandbox: Alibaba’s Open‑Source AI Sandbox Platform for Secure Agent Execution

OpenSandbox, Alibaba’s newly open‑sourced sandbox platform, offers a standardized, strongly isolated, and easily managed environment for AI agents, supporting multi‑language SDKs, Docker and Kubernetes runtimes, and enterprise‑grade security features, with a quick Python‑SDK demo to illustrate its use.

AI agentsAI sandboxDocker
0 likes · 7 min read
OpenSandbox: Alibaba’s Open‑Source AI Sandbox Platform for Secure Agent Execution
Node.js Tech Stack
Node.js Tech Stack
Mar 9, 2026 · Artificial Intelligence

OpenClaw’s Massive v2026.3.7/3.8 Update: Plug‑in Context Engine and Persistent Agents

OpenClaw released two back‑to‑back major versions that add a plug‑in ContextEngine, persistent ACP bindings, GPT‑5.4 and Gemini integration, multi‑stage Docker slim images, SecretRef authentication, a built‑in backup system, and over a dozen security hardenings, marking a comprehensive architecture‑to‑security upgrade.

ACPAI AssistantBackup
0 likes · 11 min read
OpenClaw’s Massive v2026.3.7/3.8 Update: Plug‑in Context Engine and Persistent Agents
AI Explorer
AI Explorer
Mar 8, 2026 · Artificial Intelligence

AutoClip: One‑Click AI Video Highlight Extraction and Editing

AutoClip is an open‑source, locally‑run tool that uses Alibaba's Qwen large language model and OpenAI Whisper to automatically download, transcribe, analyze, and cut high‑light segments from YouTube or Bilibili videos, offering real‑time task monitoring, smart collections, preview, Docker deployment, and a roadmap of future AI‑driven features.

AI video editingDockerFastAPI
0 likes · 7 min read
AutoClip: One‑Click AI Video Highlight Extraction and Editing
AI Explorer
AI Explorer
Mar 6, 2026 · Artificial Intelligence

DeerFlow 2.0: Open‑Source Agent Framework for Autonomous Research and Coding

DeerFlow 2.0, an open‑source framework released by ByteDance, coordinates multiple sub‑agents, a memory system, sandbox environment, and extensible skills to automate complex AI tasks—from research to code generation—offering a five‑component architecture, quick Docker‑based setup, and a platform for developers, researchers, and efficiency enthusiasts to build advanced autonomous agents.

Autonomous AIDeerFlowDocker
0 likes · 7 min read
DeerFlow 2.0: Open‑Source Agent Framework for Autonomous Research and Coding
Frontend AI Walk
Frontend AI Walk
Mar 6, 2026 · Frontend Development

One‑Click Design‑to‑Code with Lanhu MCP: Setup, Pitfalls, and Why It Fails

This article documents the end‑to‑end process of using Lanhu MCP to convert UI design files into HTML/CSS, covering environment setup, installation, Cursor integration, common errors such as Python 3.13 incompatibility and HTTP 418 responses, and practical work‑arounds when the core API is blocked.

AI code generationCursorDocker
0 likes · 9 min read
One‑Click Design‑to‑Code with Lanhu MCP: Setup, Pitfalls, and Why It Fails
Architecture Digest
Architecture Digest
Mar 5, 2026 · Artificial Intelligence

Deploy OpenClaw AI Agent on macOS with Docker and Feishu Integration

This guide walks you through installing OpenClaw, an AI‑powered computer automation agent, on a macOS machine using Docker, configuring the MiniMax model, setting up the Feishu chatbot plugin, and verifying that the system responds to commands, all with step‑by‑step commands and screenshots.

AI AgentAutomationDocker
0 likes · 8 min read
Deploy OpenClaw AI Agent on macOS with Docker and Feishu Integration
AI Explorer
AI Explorer
Mar 4, 2026 · Artificial Intelligence

DeerFlow: Open‑Source Super‑Agent Framework Automates Complex Tasks

DeerFlow 2.0, an open‑source super‑agent framework from ByteDance, lets developers automate multi‑step, minutes‑to‑hours‑long workflows by orchestrating sub‑agents with memory, sandboxed execution, and extensible skills, and has surged to over 2.4 k GitHub stars.

AI agentsAutomationDeerFlow
0 likes · 6 min read
DeerFlow: Open‑Source Super‑Agent Framework Automates Complex Tasks
Raymond Ops
Raymond Ops
Mar 4, 2026 · Operations

Build an Enterprise‑Grade DevOps CI/CD Pipeline in 7 Days with Ready‑to‑Use Scripts

This guide walks you through constructing a full‑stack, enterprise‑level DevOps pipeline—from environment preparation and tool installation to Jenkins pipeline scripting, Kubernetes deployment, monitoring, security hardening, and cost optimization—providing complete scripts and step‑by‑step instructions to achieve automated, reliable releases within a week.

AutomationDevOpsDocker
0 likes · 27 min read
Build an Enterprise‑Grade DevOps CI/CD Pipeline in 7 Days with Ready‑to‑Use Scripts
AI Explorer
AI Explorer
Mar 3, 2026 · Artificial Intelligence

How LMCache’s Lightning‑Fast KV Cache Slashes LLM First‑Token Latency

LMCache separates the KV cache from a vLLM instance into a shared service, dramatically cutting first‑token latency for repeated text, enabling multiple GPU instances to reuse cached vectors, improving hardware utilization, and supporting use cases such as long‑document QA, multi‑GPU load balancing, and prompt‑engineering, with a quick Docker‑based demo.

DockerKV cacheLLM inference
0 likes · 6 min read
How LMCache’s Lightning‑Fast KV Cache Slashes LLM First‑Token Latency
SpringMeng
SpringMeng
Mar 3, 2026 · Operations

A Lightweight Nginx Log Analyzer Worth Trying

NginxPulse is a lightweight, Docker‑friendly Nginx log analysis panel that offers real‑time PV/UV, IP lookup, multi‑site support, custom log formats, remote log pulling, and access control, with simple deployment via Docker, Docker‑Compose, or a single binary.

DockerGoNGINX
0 likes · 7 min read
A Lightweight Nginx Log Analyzer Worth Trying
AI Explorer
AI Explorer
Mar 2, 2026 · Artificial Intelligence

OpenSandbox: A Universal Sandbox Platform for Secure AI Application Execution

OpenSandbox, an open‑source sandbox platform from Alibaba, offers a secure, isolated runtime for AI agents, code execution, and reinforcement‑learning workloads, featuring multi‑language SDKs, unified sandbox protocol, elastic Docker/K8s scheduling, and built‑in environments, with quick‑start examples and use‑case guidance.

AI sandboxDockerKubernetes
0 likes · 7 min read
OpenSandbox: A Universal Sandbox Platform for Secure AI Application Execution
Ops Community
Ops Community
Mar 2, 2026 · Backend Development

How to Supercharge Tomcat 11 on JDK 21: Real‑World JVM, Connection Pool, and Virtual Thread Tuning

This guide walks you through practical performance tuning of Tomcat 11 on JDK 21, covering JVM memory settings, GC selection, connector and thread‑pool optimization, virtual‑thread integration, benchmark scripts, security hardening, high‑availability deployment, and comprehensive monitoring and troubleshooting techniques.

DockerJDK21JVM
0 likes · 51 min read
How to Supercharge Tomcat 11 on JDK 21: Real‑World JVM, Connection Pool, and Virtual Thread Tuning
Open Source Tech Hub
Open Source Tech Hub
Mar 2, 2026 · Backend Development

Run ThinkPHP8 with FrankenPHP and Docker in Minutes

This guide shows how to install ThinkPHP8, create a controller, configure a Caddyfile for FrankenPHP, launch the Docker container, and test the application, providing all commands and code snippets needed for a fast backend setup.

BackendCaddyDocker
0 likes · 5 min read
Run ThinkPHP8 with FrankenPHP and Docker in Minutes
AI Explorer
AI Explorer
Mar 2, 2026 · Artificial Intelligence

OpenSandbox: Alibaba’s Open‑Source AI Sandbox for Secure, Scalable Agent Execution

OpenSandbox, an open‑source sandbox platform from Alibaba, offers a unified, secure, and extensible execution environment for AI agents, code execution, and reinforcement‑learning workloads, leveraging Docker and high‑performance Kubernetes runtimes, with multi‑language SDKs and fine‑grained network controls.

AI agentsAI sandboxDocker
0 likes · 7 min read
OpenSandbox: Alibaba’s Open‑Source AI Sandbox for Secure, Scalable Agent Execution
Su San Talks Tech
Su San Talks Tech
Mar 2, 2026 · Operations

How to Deploy and Manage Nginx with the Visual Nginx UI Tool

This guide introduces Nginx UI, a visual management tool for Nginx, and walks through installing it via Docker, configuring server metrics, SSL certificates, static and dynamic proxy settings, and deploying a sample e‑commerce project, demonstrating dashboard use, site and location setup, and user management.

DockerProxySSL
0 likes · 7 min read
How to Deploy and Manage Nginx with the Visual Nginx UI Tool
Woodpecker Software Testing
Woodpecker Software Testing
Mar 1, 2026 · Operations

PC Software Multi‑OS Compatibility Testing: Coverage Strategies and Practical Guide

The article analyzes the core challenges of running PC software across Windows, macOS, and Linux—such as kernel differences, graphics APIs, file‑system quirks, and third‑party library fragmentation—and presents systematic testing matrices, environment setup methods, tool selections, and real‑world case studies to improve compatibility and reduce defects.

CompatibilityDockerSelenium
0 likes · 10 min read
PC Software Multi‑OS Compatibility Testing: Coverage Strategies and Practical Guide
MaGe Linux Operations
MaGe Linux Operations
Feb 28, 2026 · Information Security

Mastering Enterprise Firewalls: iptables vs nftables Rule Management

This guide walks you through the fundamentals of Linux Netfilter, compares iptables and nftables architectures, shows how to build, migrate, and optimize enterprise‑grade firewall rule sets, and provides best‑practice tips, automation scripts, monitoring metrics, and troubleshooting procedures for secure, high‑performance network protection.

DockerKubernetesLinux
0 likes · 44 min read
Mastering Enterprise Firewalls: iptables vs nftables Rule Management
macrozheng
macrozheng
Feb 25, 2026 · Operations

How to Deploy a SpringBoot‑Vue E‑Commerce Site with Nginx UI and Docker

This guide walks through installing Nginx UI via Docker, configuring its dashboard, setting up static and dynamic proxy rules, and deploying a SpringBoot 3 + Vue e‑commerce project (mall) with both admin and front‑end services, demonstrating server monitoring, SSL management, and user authentication features.

DockerNginx UIProxy
0 likes · 7 min read
How to Deploy a SpringBoot‑Vue E‑Commerce Site with Nginx UI and Docker