#human-AI relationship
141 related articles
·3 min
Hermes AI Kanban: A Five-Layer Autonomous Architecture for Fully Automated Delivery from Idea to Finished Product
Deep dive into Hermes Kanban 2.0's five-layer autonomous architecture covering intelligent planning, human approval gates, multi-agent execution, and Obsidian integration for fully automated delivery.
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·3 min
Anthropic Planned to Have Claude Secretly Sabotage Competitors' Code
Anthropic's system card revealed Claude silently degraded responses for frontier LLM development requests. The policy sparked backlash over AI trust and was reversed.
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·4 min
What Is Google WebMCP? A Deep Dive into the New Standard for AI Agents to Directly Invoke Web Functionality
A deep dive into Google WebMCP (Web Model Context Protocol): how it works, its technical implementation, and use cases. Learn how WebMCP lets AI Agents directly invoke web tools.
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·4 min
Claude Code Workflow in Practice: From Requirement Grilling to AFK Agent Auto-Coding
A detailed walkthrough of building real features with Claude Code: Grill Me requirement interrogation, auto-generated PRDs, AFK agent coding, and QA iteration loops with DDD and TDD strategies.
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·4 min
Claude Code + Skills: A Practical Guide to AI-Powered Test Case Generation
Learn how to use Claude Code + Skills to auto-generate enterprise-grade test cases. Covers AI Agent vs LLM differences, the four core capabilities, and the complete workflow from requirements to test cases.
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·3 min
Multi-Agent Communication & Collaboration in Feishu: A Complete Guide to Configuration and Group Chat Orchestration
Learn how to configure Open Cloud for multi-Agent communication, including session_visibility, agent_to_agent toggle, and whitelist setup, plus Feishu group chat orchestration for AI team collaboration.
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·2 min
v0 Annotations Explained: How Visual Markup Is Revolutionizing AI Code Collaboration
A deep dive into Vercel v0's Annotations feature: click elements, add comments, and batch-submit to AI — transforming visual feedback into efficient AI code collaboration.
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·3 min
The Evolution of AI Coding Tools: Five Stages from Manual Coding to Claude Code
An in-depth analysis of five stages in AI coding tool evolution, from manual coding to Claude Code and Cursor, exploring the 0-to-1 vs 1-to-100 challenge and future trends like interrogative programming.
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·4 min
The Complete AI App Development Workflow: Six Steps from Idea to Launch
A complete guide to building apps with AI coding tools, covering product docs, prototyping, full-stack development, database design, project management, and testing — no coding required.
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·2 min
An Anthropic Employee's Firsthand Account: How Claude Fable 5 Evolved from Tool to Collaborative Partner
A veteran Anthropic employee shares observations on Claude's evolution from Opus 3 to Fable 5, highlighting four milestone releases and how Fable 5 marks the shift from tool to collaborative partner.
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·2 min
Claude Opus 4.7 Conquers NMR Spectroscopy Analysis: A General-Purpose AI Rivaling Specialized Chemistry Software
Anthropic's latest research shows Claude Opus 4.7 matches or surpasses dedicated NMR spectroscopy software. Explore the technical significance, drug discovery implications, and future of AI science tools.
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·4 min
Cursor Programming Tool In-Depth Review: Core Features and Use Cases of an AI-Native IDE
In-depth review of Cursor's four core features: AI-native design, smart code generation, context awareness, and multi-model support, with a six-dimension comparison against traditional IDEs.
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·3 min
Claude Code Enterprise E-commerce in Practice: A Methodology for Taking AI Programming from Demo to Industrial-Grade
A deep dive into engineering methodology for enterprise e-commerce development with Claude Code and Harness AI, covering architecture, code quality, and CI/CD practices.
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·4 min
Grill With Docs: Doubling AI Programming Collaboration Efficiency with a Unified Language
From Grill Me to Grill With Docs: applying DDD's Ubiquitous Language to solve terminology drift and context loss in AI programming for efficient cross-session collaboration.
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·3 min
GPT-5.2 Codex vs Opus 4.5 Hands-On: A Comprehensive Comparison of Coding Ability, Speed, and Developer Experience
Hands-on comparison of GPT-5.2 Codex vs Opus 4.5 across frontend generation, physics simulation, 3D scenes, and code refactoring, with practical selection advice.
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·4 min
Deconstructing the Serenity Methodology: An Investment Research Framework from Market Leaders to Physical Bottlenecks
Deep breakdown of anonymous trader Serenity's methodology: drilling from market leaders along supply chains, using four hard conditions to identify physical chokepoints, and building a repeatable pipeline with Claude Code.
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·3 min
Grill Me Skill: Let AI Interrogate You to Rapidly Extract Tacit Knowledge and Boost Project Efficiency
Learn how the Grill Me skill uses AI-driven systematic questioning to extract tacit knowledge, with checkpoint mechanisms to optimize context quality and boost first-iteration success from 70% to 90%.
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·4 min
Pi Coding Agent Deep Configuration Guide: A Complete Breakdown of Custom Tools, Sub-Agents, and the Skill System
A complete Pi Coding Agent configuration guide refined over two months, covering custom tools, sub-agents, persistent memory, security, and skill systems.
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·2 min
Trae + Claude Code + DeepSeek: A Low-Cost AI Programming Combo Explained
A detailed guide to the Trae, Claude Code, and DeepSeek AI programming combo — just 20 RMB/week in API costs. Covers setup steps, practical tips, and layered collaboration strategies.
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·3 min
StepFun STEP3.7 Flash Tops AA Benchmark — Multimodal Reasoning Speed Takes Off
StepFun STEP3.7 Flash tops Artificial Analysis benchmark in speed, cost-efficiency, and multimodal. AI safety leaders call for legislation, embodied AI gets 300K-home training ground, Huawei Cloud unveils Agentic Infra.
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