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An AI training instructor's candid self-disclosure reveals clickbait practices, instructor shortages, and traffic anxiety in China's booming AI training industry, with tips for learners.

A complete guide to all 42 OpenAI Codex CLI commands, organized by model switching, session management, code review, and context control to help you master AI-powered development.

Deep dive into how Skill and MCP collaborate in Agent engineering. Skills handle business logic loops while MCP provides standardized connectivity, forming the core of modern four-layer Agent architecture.

Deep dive into how Skill and MCP work together in Agent engineering. Skill handles business logic; MCP provides standardized connections. Together they form the core of modern Agent architecture.

A comprehensive analysis of Cursor AI programming tool's core features including intelligent code generation, context awareness, and multi-model switching, with a six-dimension comparison to traditional IDEs.

In-depth guide to ByteDance's Coze AI platform: core advantages, domestic vs. international versions, agent and app development modes explained for building AI agents without code.

A developer upgraded their project management tool's AI from a simple chatbot to an intelligent Agent capable of data queries, document generation, and automated task execution using Function Calling.

Deep dive into Claude Code's context mechanics: the five-layer backpack structure, 200K Token boundaries, three optimization strategies, and sub-agent isolation to cut Token costs and prevent AI degradation.

A detailed guide to deploying PilotDeck, an open-source Agent platform, with four practical use cases: research reports, one-sentence website generation, data analysis visualization, and Feishu IM integration.

A deep dive into LLM observability, evaluation systems, and experimentation loops for production AI. Covers OpenTelemetry, trace monitoring, five eval signal types, four scope levels, and automated improvement flywheels.

Firebase AI Logic integrates Gemini Live API, enabling developers to connect frontend apps directly to multimodal AI with real-time voice/video, Function Calling, and App Check security.

Learn how MCP protocol and Skills framework upgrade traditional RAG into autonomous agents for energy storage, connecting SCADA, BMS, and EMS systems.

A complete roadmap for learning AI Agent development from scratch. Covers Python basics, LLM concepts, five core capabilities, mainstream frameworks, and RAG knowledge base projects.

MiniMax M3 scores just 58.3 in hands-on testing across 7 hardcore tasks including 3D scenes, physics sims, and optical refraction — formulas right, demos broken.

Complete guide to configuring Claude Code Desktop: account-free setup, DeepSeek integration via CC Switch, Chinese localization, and custom Skill import for a low-cost AI coding environment.

Complete guide to configuring the Kiro channel in the A2 system, covering key generation, preload settings, proxy setup, Google/GitHub/AWS auth, node pool management, model testing, and Claude Code integration.

Complete guide to Kiro registration, Claude Plus five-card activation mode, execution scope control, IP detection avoidance, account import tips, and risk control strategies.