#Docs as Code
371 related articles
·3 min
9 Failure Modes and Best Practices Guide for the GrillMe Skill
Deep dive into 9 common failure modes of GrillMe and GrillWithDocs skills, covering scope control, question fidelity, model selection, parallel sessions, and more best practices.
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·4 min
Agent Tool Selection Guide: A Comprehensive Comparison of API, CLI, MCP, Browser Use, and Computer Use
Compare 5 Agent tool types: CLI, API, MCP, Browser Use & Computer Use on speed, accuracy, and token cost. Includes a selection priority table to cut costs and boost Agent efficiency.
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·2 min
Antigravity 2.0's New IDE Launch Goes Wrong: Bugs, UX Regression, and User Backlash
Antigravity 2.0's redesigned IDE faces massive backlash: frequent bugs, UX regression, limited model support, abnormal Gemini Token consumption, and reports that its own developers don't use the product.
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·3 min
Beginner's Guide to Agent Skills: Structure Breakdown & Custom AI Skill Development
A deep dive into Agent Skill's core concepts and internal structure, covering skill.md, references, scripts, and assets with a restaurant poster Skill example.
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·2 min
Codex Beginner's Practical Guide: Master Core AI Programming Skills in One Weekend
OpenAI Codex beginner's practical guide covering environment setup, code generation, bug fixing, and project refactoring. Includes efficient learning tips and Prompt techniques for fast AI programming mastery.
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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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·3 min
Hands-On with Tencent Cloud ADP 4.0: How an Enterprise-Grade Agent Development Platform Tackles the Agent Commercialization Challenge
Hands-on review of Tencent Cloud ADP 4.0: testing its full-lifecycle Agent management — from rapid creation and enterprise integration to automated evaluation and Skill governance for real-world deployment.
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·2 min
Gemini Notebooks Arrives in Europe: Feature Breakdown and Usage Guide
Google Gemini Notebooks is now available to users in the EEA, UK, and Switzerland. Learn about its core features, how it differs from regular chats, and how to get started.
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·2 min
In the Era of Incremental Model Upgrades, AI Platforms Are the Real Productivity Variable
AI model upgrades are hitting diminishing returns. The real differentiator is AI Agent platforms like Codex that restructure workflows — task orchestration, cross-device collaboration, and automation are what truly eliminate human overhead.
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·4 min
Complete AI Large Language Model Learning Roadmap: From Beginner to Production-Ready
A systematic guide to learning AI large language models, covering Transformer architecture, prompt engineering, RAG, AI Agents, fine-tuning, and enterprise projects from beginner to production-ready.
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·3 min
AI Large Language Model Learning Roadmap for Beginners: A Complete Plan from Basics to Hands-On Practice
A systematic AI LLM learning roadmap for beginners covering prompt engineering, RAG, LangChain, Agents, and more — with timelines and project suggestions.
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·3 min
What Is an Agent Skill? Core Structure and Hands-On Beginner's Guide
A detailed guide to AI Agent Skills: core concepts, four key components (skill.md, references, scripts, assets), Skill vs. prompt comparison, and a practical path to building Agent capability packages from scratch.
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·3 min
n8n from Beginner to Expert: A Complete Guide to Workflow Automation and AI Agent Development
A deep dive into n8n's workflow automation capabilities, covering its 500+ node ecosystem, AI Agent development, RAG system building, and practical tips for use in different regions.
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·3 min
GitHub Copilot Skills in Practice: Making AI Automatically Follow Your Coding Standards
Learn how to create and use GitHub Copilot Skills by writing coding standards into skill.md files, enabling AI to auto-load team conventions and save tokens.
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·3 min
Connecting DeepSeek V4 API to Copilot in VSCode: A Detailed Tutorial with Two Methods
Two methods to connect DeepSeek V4 API to GitHub Copilot in VSCode: quick setup via DeepSeek for Copilot extension and fully customizable OAI extension with 1M token context window.
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·1 min
Cursor Deep Dive: Why This AI-Native Programming Tool Crushes Traditional IDEs
Deep dive into Cursor AI's four core features—from code generation and context awareness to multi-model support—comparing it with traditional IDEs across six dimensions to show how AI-native tools boost efficiency.
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·1 min
Andrew Ng Partners with Google to Launch Complete Gemini CLI Tutorial: From Beginner to Advanced Automation
Andrew Ng partners with Google on a Gemini CLI course covering installation, context engineering, MCP server integration, and automation workflows with hands-on projects.
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·1 min
Deep Dive into n8n Workflow Platform: Capability Boundaries and Suitability Assessment for the Chinese Market
Deep dive into n8n's core capabilities, 500+ node ecosystem, AI Agent integration, and the localization challenges it faces in China, with workarounds and suitability assessment.
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·4 min
7 Context Management Tips to Save Tokens in AI Conversations
AI conversations getting worse over time? Master these 7 context management tips—including manual compression, cache rules, and streamlined instructions—to save tokens and boost Claude and GPT output quality.
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·2 min
Gemini 3.5 Flash In-Depth Review: Pro-Level Performance at Flash-Level Pricing
In-depth review of Google Gemini 3.5 Flash across multimodal vision, video understanding, contract analysis, and Vibe Coding. 1M token context at one-third the price of competitors.
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