#software development lifecycle
472 related articles
Tutorials·3 min
Webman Resource Routes: Generate 8 RESTful Endpoints with One Line of Code
Learn how Webman's Route::resource generates 8 RESTful endpoints with one line of code, covering full CRUD, soft delete, and recovery operations.
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Deep Dives·4 min
AI Agent Skill Architecture Breakdown: Decision Layer + Encapsulation Layer + Execution Layer Practical Guide
Deep breakdown of AI Agent Skill's three-layer architecture: decision layer dynamic routing, encapsulation layer SOP standardization, and execution layer state machine self-healing, with practical solutions for context explosion, error recovery, and generality balance.
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Tech Frontiers·3 min
GPT Image 2 Generates APP Interfaces from Scratch — A Paradigm Revolution in AI Front-End Development
GPT Image 2 generates flawless text and photorealistic APP interfaces from scratch. Combined with Codex, AI front-end development enters a paradigm revolution. Coverage includes Amap's ABOT, LLM interpretability breakthroughs, and Huang's TPU rebuttal.
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Deep Dives·3 min
AI Model Deployment Pipeline Friction: How TensorRT Systematically Eliminates Inference Optimization Bottlenecks
Deep dive into pipeline friction in AI model deployment from training to production, covering TensorRT automated optimization, ONNX export, and Triton Inference Server best practices.
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Product Reviews·4 min
Cube Studio Deep Dive: Tencent's Open-Source One-Stop MLOps Platform
Deep dive into Cube Studio, Tencent Music's open-source one-stop AI platform, covering architecture design, distributed training, large model fine-tuning and inference, and domestic chip adaptation.
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Tutorials·3 min
Graphiti MCP Server Configuration Tutorial: Giving Cursor and Claude Code Persistent Memory
Step-by-step guide to configuring Graphiti MCP Server, adding persistent cross-session memory to Cursor and Claude Code via Neo4j temporal knowledge graphs.
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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
gstack Explained: A Complete Breakdown of Garry Tan's 23 Open-Source Claude Code Tools
YC CEO Garry Tan open-sourced gstack, a Claude Code toolset with 23 role-based AI tools covering CEO, Designer, Engineering Manager, QA and more. 97K+ GitHub stars. Full breakdown inside.
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Tutorials·3 min
Gemini 3.1 Pro + Claude Opus 4.6: The Ultimate AI Coding Combo — A Practical Guide
How to combine Gemini 3.1 Pro and Claude Opus 4.6 for AI programming: Opus handles architecture planning, Gemini executes code generation, building a Minecraft clone for free in Anti-Gravity IDE.
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Product Reviews·3 min
AI Zero-Code Development of a Procurement Management System: Uploading a Requirements Document to Auto-Generate a Complete Application — A Hands-On Test
Hands-on test of AI zero-code platform generating a full procurement system from a requirements doc — supplier management, purchase orders, receiving, inventory alerts, and complete business loop.
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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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Product Reviews·3 min
Full-Stack Real-World Test: How Big Is the Coding Gap Between GPT-5 and Claude 4?
Real-world test of GPT-5 vs Claude Sonnet 4 coding on a hospital monitoring system covering Lint fixes, full-stack data migration, and WebGL bugs. GPT-5: 33% completion. Claude Sonnet 4: 100%.
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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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Product Reviews·3 min
Complete Guide to Kiro IDE: In-Depth Review of Amazon's Free AI Coding Tool
In-depth review of Amazon's Kiro IDE covering Spec Mode, Agent Hooks, and other core features. Compared with Cursor and Windsurf. Currently free with unlimited Claude Sonnet 4.0 access.
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Product Reviews·3 min
Rovo Agent: 20 Million Free Tokens Daily, #1 on SWE-bench AI Coding CLI Tool
Rovo Agent is Atlassian's AI coding CLI tool offering 20M free Claude 4 Sonnet tokens daily, ranked #1 on SWE-bench. Learn about its adaptive memory system, installation, and hands-on experience.
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Product Reviews·3 min
Vibe-Kanban: An Open-Source Platform for Unified Orchestration of AI Coding Agents Like Claude Code and Gemini CLI
Vibe-Kanban is an open-source AI coding agent orchestration platform supporting parallel task processing with Claude Code, Gemini CLI, and AMP via kanban tracking and centralized MCP configuration.
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Tutorials·3 min
Cursor + CodeRabbit in Practice: A Complete Guide to AI-Powered Automated Code Review
Learn how to integrate CodeRabbit into Cursor for AI-powered automated code review. Covers prompt design, incremental review, auto-fix, and the complete generate-review-fix pipeline in one command.
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Tutorials·3 min
Vibe Coding in Practice: Building an AR SLAM System with AI Programming to Save $28K in Licensing Fees
AR entrepreneur uses Vibe Coding to build a custom SLAM system, replacing $5K-$20K/year commercial licenses. Full hands-on experience with AI-powered SLAM development and why most Vibe Coding projects fail.
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Tutorials·4 min
Vibe Coding Practical Guide: SDD Methodology Explained with 4 Enterprise-Level AI Programming Projects
Deep dive into SDD specification-driven development methodology with 4 enterprise-level Vibe Coding projects including Chat BI and multimodal knowledge bases, covering Cursor, Claude Code, and Prompt Engineering.
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Product Reviews·2 min
Dimension Music: A Free and Open-Source ACG PWA Music Player
Dimension Music is a free, open-source PWA music player for ACG fans, aggregating QQ Music, NetEase Cloud, and Bilibili sources with cross-platform support.
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