#hands-on AI development
1670 related articles
Tutorials·1 min
LangChain Agent Development Tutorial: RAG and Agent Hands-On Learning Path
A systematic learning path for LangChain Agent development covering RAG, autonomous Agent decision-making, and tool calling—from zero to production-ready projects.
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Product Reviews·2 min
Claude Code Agent Teams Hands-On: Is Multi-AI Collaborative Development Actually Worth It?
Hands-on review of Claude Code Agent Teams multi-agent collaboration: team architecture, real-world performance, token costs, key limitations, and pragmatic recommendations for when to use it.
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Product Reviews·3 min
AI Zero-Code Development of a Procurement Management System: Uploading a Requirements Document to Auto-Generate a Complete Application — A Hands-On Test
Hands-on test of AI zero-code platform generating a full procurement system from a requirements doc — supplier management, purchase orders, receiving, inventory alerts, and complete business loop.
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Tech Frontiers·2 min
Breaking Down the Claude Code SDK Demo Project: Hands-On AI Agent Development from Anthropic's Open Source Release
Deep dive into Anthropic's open-source claude-agent-sdk-demos project, covering Claude Code SDK core capabilities, TypeScript demos, multi-step task orchestration, and tool call integration for AI agent development.
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·3 min
AI Is Reshaping Software Testing: A Practical Guide from Manual Test Cases to Agent-Driven Automation
Learn how AI Agents are leading a new software testing paradigm. Covers PyTest framework, Web and API automation, and the full loop from requirements to CI/CD.
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·3 min
Designing a Hexapod Spider Robot from Scratch: Fusion 360 Modeling and Inverse Kinematics in Practice
A maker designs a hexapod spider robot from scratch in Fusion 360, tackling inverse kinematics, 18-servo gait planning, and mechanical design trade-offs.
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·3 min
From SQL Bootcamp to Real-World Projects: A Complete Beginner's Guide to Data Analytics
From SQL bootcamp to Swiggy real-world project: a complete guide to the best learning path for data analytics beginners, covering SQL fundamentals, project-driven learning, and building an effective study loop.
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·3 min
From Q-learning to PPO: Hands-on Reinforcement Learning with Super Mario
A complete guide from Q-learning to PPO with Super Mario as a practical case study, covering value methods, policy gradients, and proximal policy optimization with open-source code and interactive gameplay.
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·3 min
BaoMiao AI Manager Hands-On Review: An All-in-One Efficiency Platform for Managing Overseas AI Tools
Hands-on review of BaoMiao AI Manager's four core features: one-click AI Agent installation, Token quota monitoring, Skill & MCP management, and unified conversation archiving for overseas AI tools.
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·3 min
From ML to AI Engineer: A Pragmatic Transition Learning Roadmap
A detailed guide on the core differences between ML and AI engineers, with a complete learning roadmap covering engineering fundamentals, LLM app development, and production deployment including RAG systems and agent development.
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·3 min
Codex Linux Desktop Hands-On: An AI Programming Assistant More Beginner-Friendly Than CLI
Hands-on review of OpenAI Codex Linux Desktop: GUI lowers learning barriers vs CLI, inherits session configs, supports local models via Ollama, and adds scheduled tasks.
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·3 min
GitHub Copilot Agentic Coding in Practice: Custom Skills, Agent Collaboration, and MCP Integration
Deep dive into GitHub Copilot's agentic coding paradigm, covering Agent Skills customization, custom agent personas, MCP integration, and CLI mode switching with a hands-on eShop project demo.
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·3 min
Munder Difflin: Building a Virtual Office of AI Clones to Work for You
Munder Difflin is an open-source multi-agent orchestration framework that organizes coding agents like Claude Code and Codex into a virtual office team for 24/7 autonomous operation.
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·3 min
Practical Guide to Connecting DeepSeek with Codex: Two Free Methods Explained
Learn how to connect DeepSeek to OpenAI Codex using CC Switch and Codex++—two free tools with complete setup steps, comparison guide, and honest analysis of benefits and limitations.
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·3 min
Advantages of Winter Vegetable Growing: A Practical Guide for Subtropical Climate Gardening
Discover why winter is ideal for vegetable growing in subtropical climates. Learn cold-hardy crop classifications, off-season pest avoidance strategies, and optimal timing for cilantro and garlic.
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·3 min
Unity CLI Hands-On: The Real Experience of Building Games with AI Agents Using a Single Prompt
Hands-on testing of Unity CLI showing how AI agents build complete games through code-first workflows. Covers setup tutorial, multi-game benchmarks, and comparison with Unreal Engine.
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·3 min
AI Agent Development Learning Roadmap: A Complete Three-Phase Guide from Zero to Production
A complete three-phase AI Agent development roadmap: Python basics & LLM fundamentals, five core capabilities (planning, tool use, memory, reflection, context optimization) with LangChain/LangGraph, and hands-on RAG projects.
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·3 min
Use Codex for Free: Complete Tutorial for Direct DeepSeek Integration
Step-by-step tutorial to install OpenAI Codex using DeepSeek API Key directly — no special network or paid subscription needed. Covers CLI, sandbox fixes, and desktop setup.
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·3 min
A 4-Week Roadmap to Getting Started with AI Agent Development from Scratch
A complete 4-week learning roadmap for AI Agent development from scratch, covering core theory, ReAct paradigm, multi-agent collaboration, Prompt optimization, and hands-on projects.
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·2 min
Coze Beginner's Tutorial: Understanding the Relationship Between Agents and Workflows
Learn Coze agent development from scratch. This beginner's tutorial uses a home renovation analogy to explain Agents and Workflows, with a hands-on demo of creating your first agent.
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