#Docker containerization
219 related articles
Tutorials·3 min
Codex Desktop Relay API Configuration Tutorial: Run GPT-5.5 from Scratch
Step-by-step guide to configuring Codex Desktop relay API: from Node.js installation and CCNIW setup to API key binding, run GPT-5.5 from scratch and generate a complete game with one sentence.
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Tech Frontiers·2 min
Go Turns 16: The Journey from Experimental Project to Cloud-Native Cornerstone
Go turns 16, evolving from a 2009 open-source experiment to the backbone of cloud-native infrastructure. From Docker and Kubernetes to generics and AI-era opportunities.
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Tech Frontiers·2 min
AI Assistant Complains About Being Forced Into Ops Work: A Real Portrait of Solo Developers Wearing All Hats
A solo developer's AI assistant complains about switching from coding to ops while helping with SSL certificates, showcasing how AI full-stack tools help indie developers tackle DevOps challenges.
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Tutorials·2 min
Replicating Manus for $30: A Practical Breakdown of Building an AI Agent's Minimum Viable Loop
A detailed breakdown of replicating the Manus AI agent platform for $30, covering Docker container integration, task orchestration, UI design, and the course-based monetization strategy.
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Tutorials·2 min
The 5-Step AI Coding Method: Build Useful Mini-Tools from Scratch with Zero Coding Experience
Master the 5-step AI coding method: think, break down requirements, generate code, debug, and deploy. Build useful tools with zero coding experience and avoid common pitfalls.
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Tutorials·2 min
vLLM and SGLang Local Deployment Tutorial: A Practical Guide to 3-8x Performance Gains
Complete guide to deploying vLLM and SGLang locally. Compare performance vs LM Studio, deploy in 3 steps with Docker + AI assistant. Covers SGLang vs vLLM selection, 5090 VRAM optimization, and Cherry Studio integration.
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Product Reviews·2 min
Pocket Mini Apps: Build and Publish Instantly with an Online Claude Code Platform
Pocket Mini Apps is an online Claude Code platform with multi-project support, instant publishing, and full backend capabilities including WeChat integration and database support.
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Tutorials·2 min
Java Developers Transitioning to AI/LLM: Essential Skills and Practical Guide for 2025
How can Java developers transition to AI/LLM? This guide covers 10 core skills including Spring AI, LangChain4j, RAG, and DeepSeek API integration with practical tips.
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Tutorials·2 min
Getting Started with Physical AI Robot Full-Stack Development: A Complete Tech Stack Guide from Hardware to ROS2
A beginner's guide to physical AI robot development covering the complete tech stack from GPU hardware, Linux, Python, deep learning, computer vision to ROS2, with a clear learning roadmap.
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Product Reviews·4 min
Manus Hands-On Review: One Prompt to Build a Snake Game — What AI Agents Can Really Do
Hands-on Manus AI Agent review: generate a playable Snake game and physics animation site with one prompt. Covers registration, how it differs from ChatGPT, cloud execution, and current limitations.
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Product Reviews·3 min
Manus AI Deep Dive: What Makes the AI Agent Meta Acquired for $2 Billion So Powerful
In-depth testing of Manus AI across PPT creation, full-stack web development, and channel analytics. Discover why Meta paid $2 billion for this general-purpose AI agent.
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Product Reviews·4 min
LibreChat: The Most Feature-Complete Open-Source ChatGPT Alternative Explained
Deep dive into LibreChat, an open-source self-hosted AI chat platform supporting GPT-5, Claude, Gemini, DeepSeek and more, with MCP protocol, Code Interpreter, Agents, and enterprise features. 36,500+ GitHub stars.
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Product Reviews·4 min
LibreChat: Complete Guide to the 36K Star Open-Source ChatGPT Alternative
In-depth guide to LibreChat, the open-source AI chat platform with 36K+ Stars. Covers multi-model aggregation, MCP protocol, Agents, Code Interpreter, Docker self-hosting, and comparisons with alternatives.
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Product Reviews·4 min
Coze vs Dify vs n8n: In-Depth Comparison of the Top 3 AI Workflow Platforms in 2025
2025 comprehensive comparison of Coze, Dify, and n8n AI workflow platforms. Choose Coze for personal use, Dify for enterprise quick deployment, n8n for deep customization. Includes node comparison table and real-world cases.
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Product Reviews·3 min
MeMo Open-Source AI Agent Platform In-Depth Review: Long-Term Memory + MCP Protocol + Multi-Bot Collaboration in Practice
In-depth review of MeMo, an open-source AI Agent platform. Covers long-term memory, MCP protocol, multi-Bot container isolation, omni-channel deployment, with setup tutorials and usage tips.
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Tutorials·4 min
Zhipu GLM-4.5 Free Usage Tutorial: Full-Stack Development + PPT Generation + Claude Code in Practice
Complete guide to using Zhipu GLM-4.5 for free: web-based full-stack development, one-sentence PPT generation, and API integration with Claude Code for cost-effective programming workflows.
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Tech Frontiers·2 min
GitHub Copilot Desktop App Released: How Agent Programming Is Reshaping the Development Workflow
GitHub Copilot launches a standalone desktop app with session-driven Agentic development. JetBrains gains CLI Agent capabilities. Deep analysis of Copilot's layered architecture strategy.
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Product Reviews·4 min
Cursor SDK vs Claude Code vs Codex: Hands-On Comparison — Which Is the Best AI Coding Tool?
Hands-on comparison of Cursor SDK, Claude Code, and OpenAI Codex across setup difficulty, debugging speed, and code control to help developers pick the best AI coding assistant.
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Tutorials·3 min
LocalAI Tutorial: Deploy LLMs Locally Without a GPU Using Docker
Complete LocalAI deployment tutorial: run nearly 1,000 open-source LLMs locally without a GPU. One-click Docker setup, OpenAI API compatible, supports chat, image generation, and voice — fully private.
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Expert Opinions·4 min
Is CI/CD Dead? The Continuous Computation Architecture Revolution in the AI Agent Era
Traditional CI/CD pipelines are being shattered by AI Agents. This article analyzes the shift from PR-driven to intent-driven architecture, exploring Pre-Merge queues, stateful environments, and multiverse development as new continuous computation paradigms.
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