#Interaction API
3826 related articles
Tutorials
Firebase AI Logic in Practice: Buildin…
·2 min
Firebase AI Logic in Practice: Building Intelligent Task Decomposition from Scratch with AI Agents
Learn how to add intelligent task decomposition to a cross-platform to-do app using Firebase AI Logic and Gemini, covering structured output, App Check security, and server-side Prompt templates.
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Tutorials·3 min
Complete Guide to Building AI Agent Projects with WindSurf: Practical Tips & Techniques
Complete practical guide to building AI Agent Frameworks with WindSurf, covering technology selection, component generation, code refactoring, debugging, and deployment tips.
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Product Reviews·3 min
Zed Editor Lands on Windows: An In-Depth Look at This Free AI Code Editor
Zed editor officially arrives on Windows. Built with Rust, it features Cloud Code, Gemini CLI, and Codex AI Agents, offering a free intelligent coding environment with native debugging.
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Tech Frontiers·3 min
Claude Powers NASA Mars Rover Route Planning, Windsurf Launches IDE Model Arena
Claude plans routes for NASA's Perseverance rover, Windsurf launches Arena Mode for in-IDE model comparison, SenseTime open-sources multimodal reasoning models, and Anthropic research reveals pros and cons of AI-assisted learning.
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Tutorials·2 min
OpenSpec in Practice: Write Specs Before AI Codes, Boost Efficiency by 70%
OpenSpec is a lightweight CLI tool that generates spec documents before AI writes code using a Propose→Continue→Apply→Archive workflow. DeltaSpec reduces output by 70%, supports 30+ AI coding tools.
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Product Reviews·3 min
Athas IDE Deep Dive: A Free, Open-Source Lightweight AI Code Editor
Deep dive into Athas IDE — a free, open-source AI code editor built from scratch on Tauri. Features Vim mode, AI completion, Git integration, and free Google Gemini support.
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Product Reviews·3 min
Google Antigravity IDE Deep Dive: Can This Free AI Coding Tool Replace Cursor?
Deep dive into Google's Antigravity IDE: analyzing this free AI coding tool built by the Windsurf team, its agent-first development mode, real-world performance, and full comparison with Cursor.
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Industry Insights·3 min
Gemini Membership Gray Market Scams Exposed: The Real Risks Behind 'Free Access' Tutorials
Exposing Gemini membership gray market scams that exploit Google I/O hype, analyzing account security and legal risks, and providing legitimate ways to access Gemini premium services.
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Tutorials·2 min
OpenClaw Step-by-Step Deployment Guide: From Local Installation to Multi-Platform Integration
Step-by-step OpenClaw open-source AI agent deployment guide covering local setup, cloud deployment, WeChat and Feishu integration, and custom Skills development.
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Expert Opinions·3 min
Being Underestimated Is Freedom: A Contrarian Competition Philosophy for the AI Era
Exploring the contrarian strategy of 'being underestimated is freedom' in AI. From OpenAI to DeepSeek to Cursor, why staying under the radar beats standing in the spotlight.
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Tutorials·2 min
Ollama Getting Started Guide: The Best Tool for Locally Deploying Open-Source LLMs
A detailed guide to Ollama's core features: free open-source local LLM management with cross-platform support, intelligent GPU/CPU scheduling, and API integration for running DeepSeek and other open-source models locally at zero cost.
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Tutorials·2 min
Ollama Local LLM Deployment: From Installation to Conversation in Three Steps
Learn how to deploy LLMs locally with Ollama in three simple steps: install, choose a model, and run. No coding required, supports offline use, and completely free.
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Tutorials·4 min
MCP Beginner's Guide: Model Context Protocol Architecture and Three Core Primitives Explained
A deep dive into Anthropic's MCP (Model Context Protocol) covering client-server architecture and the three core primitives — Tools, Resources, and Prompts — to help developers quickly understand and integrate with the MCP ecosystem.
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Tutorials·4 min
MCP Beginner's Guide: Model Context Protocol Architecture and Three Core Primitives Explained
A deep dive into Anthropic's MCP (Model Context Protocol) covering client-server architecture, the three core primitives (Tools, Resources, Prompts), and how developers can quickly integrate with the MCP ecosystem.
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Tutorials·2 min
MCP Service Hybrid Deployment in Practice: Integrating Tools, Resources, and Prompts into a Single Service
Learn how to integrate Tools, Prompts, and Resources into a single MCP service. A practical guide to hybrid deployment that breaks the single-responsibility misconception for production environments.
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Tutorials·2 min
Anthropic's Official MCP Tutorial: From Protocol Principles to Production Deployment
Deep dive into Anthropic's open-source MCP protocol, covering client-server architecture, tool calling mechanisms, MCP server development, and remote deployment for standardized AI integration.
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Deep Dives·3 min
MCP (Model Context Protocol): Solving the Three Core Pain Points of AI Tool Calling
Deep dive into how MCP (Model Context Protocol) solves three core pain points of Tool Calling: verbose descriptions, unstable invocations, and lack of unified standards.
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Deep Dives·3 min
MCP Protocol Explained: The Unified Standard and Complete Workflow for LLM Tool Calling
Deep dive into MCP (Model Context Protocol): core concepts, role definitions, and complete workflow. Learn how MCP Server, Client, and Host work together to standardize LLM tool calling.
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Product Reviews·2 min
Deep Dive into Codex App: Key Differences Compared to Claude Code and Cursor
Deep comparison of Codex APP, Claude Code, and Cursor covering pricing, stability, and strengths. Discover Codex APP's unique advantages in frontend development and UI interactions.
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Industry Insights·3 min
The Survival Crisis and Transformation Path for Traditional Programmers in the AI Coding Wave
Since 2025, AI-driven tech layoffs intensify with 75% of coding work coverable by AI. This article analyzes programmers' structural elimination crisis and the transformation path from code workers to AI architects.
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