#Agile
488 related articles
Deep Dives·3 min
Claude Sub-agents vs Agent Teams: How to Choose Between Two AI Multi-Agent Collaboration Patterns
Deep comparison of Claude sub-agents vs agent teams: architecture differences, use cases, and real-world results. A Pokémon RPG case study shows how agent teams achieve 95%+ feature completeness.
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Tutorials·2 min
npcpy: An Open-Source Framework That Rethinks AI Agent Development with Software Engineering Principles
Deep dive into npcpy's four-layer architecture, multi-agent collaboration, knowledge graph lifecycle management, and deployment strategies for building stable, controllable AI Agent systems.
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Tutorials·3 min
Enterprise AI Agent Four-Layer Architecture Design and PDCA Continuous Optimization Practical Guide
Deep dive into enterprise AI Agent four-layer architecture design (User, Gateway, Agent Service, Capability layers) with PDCA optimization methodology and dual manual+automated evaluation for production-grade Agent systems.
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Tutorials·3 min
Agent Loop Explained: Solving Code Refactoring Pain Points with the ReAct Pattern
Deep dive into Agent Loop, the core mechanism of AI coding tools. Learn how the ReAct pattern's reason-act-observe cycle enables autonomous multi-step code refactoring.
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Industry Insights·2 min
AI-Powered Website Design: Can It Really Put You Years Ahead of Competitors?
Lu Songsong uses AI to redesign his website backend, claiming years of design lead. This article analyzes AI-assisted web design's real impact, boundaries, and what truly drives product leadership.
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Tutorials·3 min
Multi-Agent Automated Coding Framework: A Deep Dive into Zero-Intervention Project Delivery
Deep dive into a multi-Agent automated coding framework using file state machines, scheduler orchestration, and multi-agent collaboration to achieve fully automated development from requirements to delivery in 3.5 hours with zero intervention.
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Tutorials·2 min
Three Key Features of Gemini CLI Explained: Hooks, Skills, and Plan Mode Make AI Coding Truly Controllable
Deep dive into Google Gemini CLI's three core features: Hooks intercept security risks, Skills reuse team knowledge, and Plan Mode enforces think-before-code workflows.
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Product Reviews·2 min
Deep Dive into Amazon Kiro: How a Spec-Driven AI IDE Is Reshaping the Development Workflow
Deep dive into Amazon's new AI IDE Kiro: Steering Docs, spec-driven development, and Agent Hooks. See how it compares to Cursor and reshapes dev workflows.
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Product Reviews·2 min
Deep Dive into Kiro: What Makes Amazon's AI IDE and Its Spec-Driven Development So Powerful?
Deep dive into Amazon AWS's AI IDE Kiro: how its Spec-driven development integrates requirements, design, and task breakdown into AI coding workflows, compared with Cursor and others.
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Product Reviews·2 min
Kiro AI IDE In-Depth Review: How Spec Mode Makes AI Coding More Reliable and Powerful
In-depth review of AWS's new Kiro AI IDE, covering Spec Mode, Agent Hooks, Steering, and a real WeChat mini program project comparing Kiro with Cursor.
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Tutorials·2 min
Replicating Kiro's Spec-Driven Development in Trae: A Free Alternative Tested and Compared
Amazon Kiro pulled offline after crashes. Free Chinese IDE Trae replicates its Spec-driven dev workflow with auto-execution. Side-by-side comparison of requirements, design docs, and task lists.
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Product Reviews·1 min
Kiro In-Depth Review: Breaking Down Amazon's AI Coding Tool and Its Four Core Features
In-depth review of Amazon's AI coding tool Kiro, covering its four core features: Specs, Agent Hooks, Steering, and Checkpoint, plus a free trial guide.
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Expert Opinions·2 min
Senior Developers Transition to AI-Assisted Programming: Real-World Lessons on Code Review and Context Management
A senior dev team shares hard-won lessons on code review, short-context strategies, AI amnesia, and quality control after fully switching to AI-assisted programming.
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Industry Insights·1 min
Restructuring Processes for AI-Native Teams: What Happens When Coding Is No Longer the Bottleneck
Anthropic's Claude Code team lead shares how AI-native teams restructure planning, code review, and org design when coding is no longer the bottleneck.
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Product Reviews·3 min
Stetos.co: How AI Voice Agents Are Scaling User Research
Deep dive into how Stetos.co uses AI voice agents for large-scale qualitative user interviews, turning thousands of conversations into actionable insights.
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Product Reviews·3 min
MarkUp: Draw Annotations Directly on Web Pages and Let AI Instantly Understand Your Change Requests
MarkUp is a free Chrome extension that lets you draw annotations directly on web pages and send structured visual briefs to Claude, ChatGPT, and Copilot for faster AI collaboration.
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Product Reviews·2 min
Sutra: How AI Decision Intelligence Compresses Hardware Engineering Changes from Hours to Minutes
Sutra uses Decision Intelligence to transform hardware engineering change processes, automating BOM impact analysis, part verification, and documentation to cut ECR processing from hours to minutes.
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Product Reviews·1 min
DevAlly Review: AI-Powered Accessibility Compliance Tool for EAA/ADA Challenges
In-depth review of DevAlly — an AI-powered accessibility compliance tool supporting EAA, ADA, and Section 508. Explore features, competitor comparisons, and use cases.
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Industry Insights·1 min
The AI Power Struggle: Who Controls the Future of Artificial Intelligence
From OpenAI's leadership turmoil to fierce competition among global tech giants, a deep analysis of AI industry power dynamics, governance challenges, and their profound implications for humanity.
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Product Reviews·2 min
Gemini 3.1 Pro vs Opus 4.6: A Hands-On Comparison of Front-End Programming Capabilities
In-depth comparison of Gemini 3.1 Pro and Claude Opus 4.6 in front-end programming, covering SVG generation, 3D animation, game dev, and data visualization tests.
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