#Hands-On Machine Learning
488 related articles
·4 min
Harness Engineering in Practice: Taming AI Agents with Hermes Agent
Deep dive into Harness Engineering: using the open-source Hermes Agent framework's four-layer memory system and Skill evolution to build controllable, evolvable AI agents.
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·3 min
The Complete Guide to OpenAI Codex CLI: From Installation and Configuration to Enterprise-Level Practice
In-depth guide to OpenAI Codex CLI: covering installation, agents.md design, multi-agent collaboration, MCP protocol integration, and a RAG customer service project.
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·4 min
Codex Hands-On Tutorial: From Installation and Configuration to Enterprise-Level Project Development
A complete guide to OpenAI Codex covering installation, CLI interaction, agents.md design, Rules governance, MCP protocol integration, and multi-agent collaboration, with a hands-on RAG customer service project.
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·2 min
Coze Agent in Practice: Building an AI Test Case Generation Workflow from Scratch
Learn how to build an AI test case generation agent on Coze, covering agent vs. LLM differences, workflow orchestration, model selection, and prompt engineering tips.
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·4 min
Anthropic Dynamic Workflows Explained: When to Use Them and Pitfalls to Avoid
Deep dive into Anthropic Dynamic Workflows: core mechanisms, differences from single Agent and Sub-Agent patterns, and a decision tree for when to use them vs. when to avoid burning tokens.
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·3 min
Claude Fable 5 Hands-On: Is Doubling the Tokens Worth It? A Rust Programming Comparison with Opus 4.8
Hands-on Rust project comparison of Claude Fable 5 vs Opus 4.8. Fable 5 uses 2x tokens for only marginal quality gains and has stability issues.
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·4 min
Claude Code Practical Guide: From Installation & Configuration to Production-Ready Business Projects
Complete guide to Claude Code + Opus setup via CCSwitch for unified model management. Real-world case: payment system built in 4 hours with zero hand-written code, covering installation, Prompt engineering, and model selection.
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·3 min
DeepSeek Integration with InoProShop: A Complete Tutorial on AI-Generated PLC Code
A practical guide to integrating DeepSeek V4 Flash with InoProShop for AI-generated PLC code, covering cylinder jitter FB creation, ST code writing, and compilation.
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·2 min
Zero-Code Mini Program Development with Codex: Building 7 Features in 5 Days — A Hands-On Story
A creator used OpenAI Codex to build an image editing mini program with 7 features in 5 days — zero coding. Learn about Codex's AI capabilities and tips for getting started.
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·3 min
Developing a 2D RPG with Godot 4: A Hands-On Tutorial for Complete Beginners
A complete tutorial on building a 2D RPG from scratch with Godot 4 and GDScript, covering tilemaps, character controls, enemy AI combat, and scene transitions for beginners.
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·4 min
Building a WeChat Mini Program with AI + Cursor: A Full Workflow from Ideation to Frontend
A hands-on guide using DeepSeek, Claude, and GPT for product ideation, then Cursor to build a WeChat Mini Program. Four iterations from zero to frontend.
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·3 min
Getting Started with Claude Code: A Five-Dimensional Analysis of the New AI Programming Paradigm
Explore 5 key differences between Claude Code and traditional AI chat tools, covering interaction, context, execution, memory, and tool integration for developers.
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·4 min
Getting Started with Codex Desktop: Connecting DeepSeek and Running Your First Project Task
Beginner's guide to Codex Desktop: from installation to connecting DeepSeek via CC Switch, to running your first complete project task with practical tips.
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·2 min
Claude Code Best Practices Course: The Agentic Programming Guide Recommended by Andrew Ng
DeepLearning.AI and Anthropic launch a Claude Code best practices course covering architecture, context management, MCP servers, parallel sessions, and three hands-on projects for AI-powered coding.
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·2 min
GDScript Beginner's Guide: Learning Godot Game Development with AI Assistance
GDScript is Godot's native scripting language with clean syntax and broad platform support. Learn GDScript basics, Cursor AI setup, and effective AI-assisted game development workflows.
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·3 min
Harness Engineering in Practice: Building an Enterprise E-Commerce System with Claude Code — A Complete Walkthrough
A deep dive into Harness Engineering for AI programming, from concept to implementation. Build an enterprise Java e-commerce system using Claude Code with Skill-driven AI development pipelines.
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·3 min
Beginner's Guide to Vibe Coding: Turn Ideas into Products with AI — No Coding Experience Required
Vibe Coding lets anyone build software products through natural language conversations with AI — no programming skills required. Learn the concept, top tools (Cursor, Claude Code, Codex), and how to get started.
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·3 min
Hermes Agent Deployment Guide: Building a Mobile AI Coding Workflow with Telegram
Learn how to deploy Hermes Agent on a VPS with Telegram Bot integration for mobile AI coding. Covers Docker setup, GitHub integration, auto-deployment, and comparison with OpenClaw.
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·2 min
A Complete Guide to LLM Infrastructure: Core Challenges from GPU Clusters to Inference Optimization
A deep dive into core challenges and key technologies for LLM infrastructure, covering GPU cluster management, inference optimization, distributed training, cost control, and observability.
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·3 min
Python Complete Tutorial for Beginners (568 Episodes): In-Depth Course Structure Analysis and Study Tips
In-depth analysis of a 568-episode Python beginner tutorial on Bilibili, covering course structure, strengths, weaknesses, and effective study tips for beginners.
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