#AI iteration best practices
404 related articles
Tutorials·2 min
Simon Willison Builds Wildlife Sighting Feature for His Blog Using Claude Code on His Phone
Django co-creator Simon Willison used Claude Code on his phone to build an iNaturalist wildlife sighting sync feature for his blog, showcasing AI-assisted mobile development.
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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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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
Trae vs Qoder vs Claude Code: In-Depth Comparison of Three Major AI Coding Tools in 2025
In-depth comparison of Trae, Qoder, and Claude Code across code comprehension, automation, and pricing. Trae is free with Solo auto mode, Qoder excels at Java cross-file refactoring, Claude Code tops code quality. Includes buying guide.
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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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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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Product Reviews·3 min
Cursor Composite vs Windsurf SWE 1.5: Three Rounds of Real-World Testing to Determine the Best AI Coding Model
Three progressive real-world tests comparing Cursor Composite and Windsurf SWE 1.5 proprietary AI coding models across HTML games, e-commerce pages, and full-stack systems.
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Product Reviews·3 min
Cursor Editor In-Depth Review: The AI Coding Tool with 30K+ GitHub Stars
In-depth analysis of Cursor AI code editor's core features, architecture, and real-world experience. Learn how this 30K+ Star GitHub tool boosts coding efficiency 30%-50% through intelligent code generation, full-project context understanding, and multi-model support.
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Expert Opinions·3 min
From WeChat Codex to AI Agent Best Practices: A Developer's Pivot
After completing core WeChat-Codex integration, the Codex Bridge author validated three directions and pivoted to AI Agent best practices—sharing product thinking and methodology insights.
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Tutorials·3 min
Godot AI Plugin Setup Guide: Using MCP Protocol to Let AI Directly Control the Game Engine
A complete guide to installing and configuring the Godot AI plugin. Use MCP protocol to let Claude and Codex create scenes, run tests, and debug with screenshots — build a 3D platformer in 10 minutes.
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Tutorials·3 min
51.8K Stars! Claude Code Best Practices: A Complete Guide from Getting Started to Agent Engineering
Deep dive into the 51.8K Star Claude Code best practices project on GitHub, covering Prompt Engineering, efficient Web Coding, multi-Agent collaboration, and more.
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Tutorials·4 min
Claude Code Installation Guide: From Zero Setup to Multi-Agent Collaboration in Practice
Complete Claude Code installation guide covering environment setup, one-command install, troubleshooting, cost-saving alternatives, and multi-Agent collaboration tips for beginners.
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Tutorials·3 min
Higgsfield MCP + Claude in Practice: Conversational UGC Video Ad Creation End-to-End
Step-by-step guide to configuring Higgsfield MCP with Claude Desktop for generating UGC video ads using natural language. Covers setup, thumbnail editing, character generation, and batch production.
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Tutorials·4 min
Building a Generative Recommendation System with Go and AI Agents: Architecture Design and Practical Analysis
Deep dive into a Go-based generative recommendation system powered by LLMs, covering three-level semantic understanding, three-layer user memory, and five-dimensional feedback design.
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Tutorials·3 min
Andrew Ng's 2025 New Course: Core Methodology and Best Practices for Building AI Agents
A deep dive into Andrew Ng's latest Deeplearning.AI course on AI Agents, covering Agentic AI use cases, disciplined development workflows, evaluation frameworks, and error analysis methodology.
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Deep Dives·4 min
Harness Engineering Explained: The Third-Generation Development Paradigm for Taming AI Agents
Deep dive into Harness Engineering: the third-gen AI development paradigm. Learn its three-layer architecture for effectively harnessing AI Agents to complete complex development tasks.
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Tutorials·3 min
GPT-Realtime-2 Standup Automation: A Practical Guide to Voice-Driven Ticket Management
Explore how GPT-Realtime-2 enables standup automation by using voice AI and Function Calling to automatically convert verbal reports into Jira and Linear ticket operations.
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Deep Dives·4 min
Context Engineering Explained: The AI Paradigm Shift from Prompt to Context Engineering
Deep dive into Context Engineering: its core principles and practices. From Prompt Engineering to context design, orchestration, and optimization—exploring how Karpathy's new AI paradigm reshapes LLM app development and AI Agent construction.
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Product Reviews·3 min
Tensorlake Skills: Giving AI Coding Agents Real-Time Access to Up-to-Date Documentation
Tensorlake Skills is a skill module for AI coding agents like Claude Code and OpenAI Codex, routing them to real-time docs on sandboxes, orchestration, and SDKs to fix outdated training data issues.
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Industry Insights·3 min
AI Tool Adoption ≠ Transformation: 219 Engineering Leaders Reveal the Real Gap
A survey of 219 engineering leaders reveals most teams adopted AI dev tools without truly changing how they build software. Discover the gap and three key traits of successful transformation.
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