#general-purpose AI
1445 related articles
Industry Insights·4 min
AI Projects Command 2x the Rates While Traditional IT Struggles to Get Approved: The Real Freelance Market in 2024
In 2024, AI projects command day rates up to 4,000 RMB while traditional IT budgets shrink. A freelance developer's real experience reveals AI premiums, workflow orchestration differentiation, and B2B survival strategies.
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Research·4 min
Skills-Oriented Programming: Domain Knowledge Engineering for Efficient Code Generation by Code Agents
Alibaba Mama's Skills-Oriented Programming methodology uses three-layer Skill structures, progressive disclosure, and four-layer anti-corruption systems to achieve 90%+ code generation accuracy for Code Agents in complex enterprise codebases.
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Tutorials·4 min
Anthropic's Official Agent Building Guide: A Complete Breakdown of Workflows vs. Agents
Deep dive into Anthropic's Building effective agents guide: workflow vs. agent distinctions, the technical selection pyramid, and framework pitfalls for building efficient LLM agents.
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Industry Insights·4 min
Why AI-Generated Test Cases Fall Short — And Why Agent Platforms Are the Real Solution
Deep analysis of 5 common pitfalls in AI-generated test cases and how Agent+Skill platforms solve them with automated requirement splitting, precise generation, and end-to-end test execution.
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Deep Dives·3 min
Deep Dive into OpenAI Agent Kit: Can It Replace Dify or n8n?
In-depth analysis of OpenAI's Agent Kit visual workflow tool vs Dify, n8n, and Coze—examining its real capabilities, strategic intent, and actual impact on the AI workflow automation ecosystem.
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Product Reviews·3 min
Sim Studio: Deep Dive into the Open-Source AI Agent Workflow Platform with Nearly 10K Stars
Deep analysis of open-source AI workflow platform Sim Studio with nearly 10K GitHub Stars. Apache 2.0 licensed, supports full local deployment and Ollama local LLM integration. Compared with Dify and n8n.
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Product Reviews·4 min
Get Shit Done: Full Breakdown of the 60K-Star Claude Code Meta-Prompting & Spec-Driven Development System
Deep dive into Get Shit Done (GSD), a 62K-star GitHub project built for Claude Code. Covers meta-prompting, context engineering & spec-driven development.
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Product Reviews·4 min
FreeBuff Free AI Coding Assistant In-Depth Review: 9 Sub-Agent Architecture & User Experience
In-depth review of FreeBuff free AI terminal coding assistant: analyzing its 9 sub-agent architecture, multi-model switching, ad-supported business model, and privacy considerations vs. competitors like Verdant.
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Tech Frontiers·4 min
ChatGPT Connects to Bank Accounts: OpenAI Partners with Plaid to Access Financial Data — How Big Are the Privacy Risks?
OpenAI announces ChatGPT can connect to bank accounts via Plaid to read balances and transactions. Deep analysis of AI financial assistant use cases, data privacy risks, and industry implications.
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Product Reviews·4 min
MiniMax AI Agent Review: Testing 3 Real-World Scenarios with This Free AI Agent
In-depth MiniMax AI Agent review: tested across business plans, research reports, and PPT creation. Powered by MiniMax M1 with 1M token context. Free to start.
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Tutorials·4 min
Zhipu GLM-4.5 Free Usage Tutorial: Full-Stack Development + PPT Generation + Claude Code in Practice
Complete guide to using Zhipu GLM-4.5 for free: web-based full-stack development, one-sentence PPT generation, and API integration with Claude Code for cost-effective programming workflows.
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Tutorials·3 min
LangChain 1.3 Event Stream in Practice: Real-Time Agent Monitoring from 4 Perspectives
Master LangChain 1.3 Event Stream V3 with 4 monitoring perspectives: run.messages, tool_cause, and more for real-time Agent debugging, streaming output, tool tracking, and token cost control.
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Tech Frontiers·3 min
OpenAI's Triple Launch: A Deep Dive into O3, O4-mini, and Codex CLI
Deep dive into OpenAI's latest O3 multimodal model, O4-mini lightweight model, and open-source Codex CLI tool, covering benchmarks, use cases, and impact on AI development.
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Tutorials·3 min
Ollama + OpenCode Local AI Coding: A Complete Zero-Cost Alternative to Cursor
Tutorial: Deploy Qwen3 Coder locally via Ollama with OpenCode for zero-cost AI coding. Covers setup, code generation, auto-debugging, and hardware recommendations.
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Product Reviews·3 min
Cursor vs Claude Code In-Depth Comparison: Real-World Testing Across 5 Dimensions
In-depth comparison of Cursor vs Claude Code across speed, programming proficiency, usability, IDE features, and use cases with real engineering tests. Final result: 2-2 tie with detailed pros/cons.
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Product Reviews·3 min
Alibaba Qoder vs Cursor, Trae, Claude Code: In-Depth Review of 4 Major AI Coding Tools in 2025
In-depth comparison of Alibaba Qoder, Cursor, Trae, and Claude Code across architecture, features, and use cases to help developers choose the best AI coding tool.
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Product Reviews·3 min
Claude Code vs Gemini vs Cursor: A Real-World Android Native Development Comparison
Real-world comparison of Claude Code, Gemini, and Cursor for Android native development—testing engineering capabilities, UI fidelity, and feature implementation.
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Tech Frontiers·3 min
Andrew Ng's New Course: Revolutionizing Code Development with Gemini CLI Open-Source Agents
Andrew Ng and Google launch a Gemini CLI course covering this open-source intelligent coding assistant's setup, context engineering, multi-tool orchestration, and advanced automation workflows.
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Tech Frontiers·2 min
Andrew Ng Partners with Google to Launch Gemini CLI Course: A Practical Guide to AI Coding Assistants
Andrew Ng partners with Google on a free Gemini CLI course covering installation, MCP automation, and agentic coding workflows using a real AI conference planning scenario.
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Tutorials·3 min
Gemini CLI Image Generation Tutorial: Nanobanana Extension Installation, Configuration & Hands-On Guide
Complete guide to installing and configuring the Nanobanana extension for Gemini CLI, demonstrating AI image generation via MCP protocol in the command line with project integration, API Key setup, and cost details.
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