#local deployment tutorial
323 related articles
·2 min
MiniMax H3 Local AI Video Generation: Deployment Methods, Hardware Requirements & Hands-On Analysis
In-depth analysis of MiniMax H3 local video generation capabilities, exploring hardware requirements, advantages, challenges, and the trend of AI video moving from cloud to local deployment.
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·3 min
Building a GitHub Code Review Bot from Scratch: A Hands-On Guide to AI Agent Automation
A detailed guide on building a GitHub code review bot from scratch, covering cloud deployment, secure sandboxes, Vercel AI SDK, and multi-agent collaboration for automated development workflows.
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·3 min
Getting Started with MARL (Multi-Agent Reinforcement Learning): A Complete Path from Theory to Code
A systematic guide to learning MARL from theory to code, covering CleanRL, PettingZoo, PyMARL tools, IQL/VDN/QMIX/MADDPG algorithm progression, and practical tips for bridging theory and implementation.
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·3 min
tinbase: A Local Supabase Alternative That Runs as a Single Process
tinbase compresses Supabase's 12 Docker containers into a single process with real Postgres 17, Auth, Storage, and Realtime, supporting RLS and direct supabase-js calls—even runs in a browser.
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·2 min
Rescript: A Free, Open-Source Transcript-Based Video Editor — Edit Videos Like Editing Text, Right in Your Browser
Rescript is a free, open-source transcript-based video editor that runs entirely in your browser. Edit videos by editing text — perfect for podcasts, tutorials, and interviews with full privacy.
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·4 min
Dell OptiPlex 3080 Self-Hosting Server: System Options Compared & Selection Guide
Compare three system options for a Dell OptiPlex 3080 self-hosting server: Lubuntu, Debian, and headless virtualization. Learn why Proxmox is ideal for 64GB RAM Homelab setups.
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·3 min
Dell OptiPlex 3080 Self-Hosting Server: System Configuration Comparison & Selection Guide
Compare three system configurations for Dell OptiPlex 3080 self-hosting: Lubuntu+Docker, Debian+GUI+Docker, and headless virtualization, plus why Proxmox is optimal for 64GB RAM machines.
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·3 min
Home Server Setup Guide: Self-Hosted Services Worth Deploying
From Jellyfin and Immich to Nextcloud, explore self-hosted services worth deploying on a home server, covering media, file sync, encrypted chat, and download automation.
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·4 min
Getting Started with Claude Code: Environment Setup, Common Commands, and Git Workflow in Practice
A detailed guide to Claude Code installation, domestic model switching, project analysis commands, and Git workflow practice to help developers quickly master this AI programming collaboration tool.
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·2 min
Linkwarden 2.16 Released: The Permanent Archiving Powerhouse for Open-Source Bookmark Management
Linkwarden 2.16 released with major Web and mobile updates. This open-source collaborative bookmark manager supports permanent link snapshots and self-hosting, adding self-signed cert support, quick search, and modern UI.
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·3 min
GitHub Daily · July 28: From Claude Code Skill-ification to AI Agent Governance, the Toolchain Matures
GitHub Trending July 28: Microsoft's agent-governance-toolkit covers OWASP Agentic Top 10, book-to-skill gains 366 stars showing Claude Code skill ecosystem potential, plus browser-based 3D and GIS tools.
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·3 min
Comparing Ways for Users in China to Access ChatGPT: Are Mirror Platforms Reliable?
An in-depth analysis of the barriers Chinese users face accessing ChatGPT, an honest assessment of third-party mirror platforms' risks, and safer alternatives including official APIs and domestic LLMs.
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·5 min
Open-Source STEM Education Robot: Smart Ball-Fetching Interaction Powered by Edge AI Object Detection
An open-source STEM education robot using Edge Impulse edge AI for local object detection, teaching kids computer vision and ML through an engaging ball-fetching game with anthropomorphic design.
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·5 min
Learn AI Agent Development from Scratch: A 3-Step Practical Path to Get Started Quickly
How to learn AI Agent development from scratch? This article outlines a clear 3-step path: Python crash course, LLM theory & practice, and LangChain framework project implementation.
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·3 min
From Frontend to Agent Development: A Complete 6-Week Systematic Learning Path
A 6-week systematic learning path for frontend engineers transitioning to AI Agent development, covering core architecture, ReAct, multi-agent collaboration, RAG integration, and deployment.
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·4 min
AI Agent Development in Practice: A Complete Path from Zero to Production
A systematic guide to AI Agent development covering core modules, framework selection, tool calling, data preparation, and production deployment to help developers build production-ready Agent applications.
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·3 min
DeepSeek-OCR Deployment & Fine-Tuning in Practice: From vLLM Inference to Unsloth Fine-Tuning
Complete guide to DeepSeek-OCR from vLLM inference deployment and Unsloth model loading to fine-tuning, covering cloud server setup, GPU selection, and code examples — all on a single 4090 GPU.
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·4 min
Frontend Engineer Driven to Homelab by AI: From React Specialist to Full-Stack Self-Rescue
A 7-year frontend engineer, fearing AI-driven job loss, builds a homelab to learn Docker, databases, and networking. A pragmatic roadmap for developers building breadth in the AI era.
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·4 min
Getting Started with PiDeck: A Complete Guide to the Local AI Coding Workbench
PiDeck is a free, open-source local AI coding workbench that provides graphical management for CLI tools like Claude Code and Cursor. This guide covers installation, model authentication, project management, and advanced conversation tips.
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·4 min
Getting Started with PiDeck: A Complete Guide to the Local AI Coding Workbench
PiDeck is a free, open-source local AI coding workbench that provides graphical management for CLI tools like Claude Code and Cursor. This guide covers PiDeck installation, model auth, project management, and advanced conversation tips.
Read more →