#Steering rules
42 related articles
·7 min
The Birth of Claude Code: Design Philosophy from Internal Tool to AI Programming Assistant
An in-depth look at Claude Code's development and design philosophy: why the CLI form, how the "minimal scaffolding" architecture works, and how it balances safety with autonomy in AI programming.
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·6 min
Escaping AI Agent Skill Hell: A Complete 4-Step Guide to Writing High-Quality Skills
Matt Pocock's 4-step framework for AI Agent Skill design: Trigger, Structure, Steering, Pruning. Escape skill hell, tell good skills from bad, and master leading words to make Agents follow your intent.
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·6 min
Escaping AI Agent Skill Hell: A Complete 4-Step Guide to Writing High-Quality Skills
Matt Pocock's 4-step framework for AI Agent Skill design: Trigger, Structure, Steering, Pruning. Escape skill hell and learn to write high-quality skills.
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·7 min
Engineering Vibe Coding in Practice: Taming AI Programming with Superpowers and gstack
A deep dive into engineering Vibe Coding: using Superpowers for project-level decomposition and gstack for module layering and constraints to tame AI coding assistants like Codex and Claude Code.
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·3 min
Spec-Driven Development: Moving Beyond Vibe Coding for More Reliable AI-Generated Code
Spec-Driven Development solves inconsistent AI coding quality: generate requirements and design docs before writing code, giving AI a clear blueprint. Covers core workflow, three key practices, and AWS's Kiro tool.
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·3 min
Hermes Agent Practical Guide: An AI Agent That Gets Smarter the More You Use It
Deep dive into the Hermes Agent framework's core architecture, including the Skills system and steering engineering. Real-world tests show 60%+ task completion speed improvement. Complete guide covering local deployment, Feishu integration, and self-evolving learning loops.
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·4 min
Harness Engineering in Practice: Mastering the Four Core Principles and Implementation Methods
Deep dive into Harness Engineering's four core principles: Documentation as Source of Truth, Mechanized Constraints, Feedback Loops, and Entropy Management, with practical AI Agent cases.
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·3 min
Advanced Codex Guide: A Complete Breakdown of Steering, Annotations, Skills, and Plugins
An in-depth guide to advanced Codex features: real-time task steering, preview annotations, context compression, conversation forking, the Skill system, and the plugin ecosystem.
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·3 min
Global Robotaxi Scorecard: How China Is Establishing Autonomous Driving Dominance
Based on TechCrunch's latest Robotaxi scorecard, a deep analysis of China's dominance in autonomous taxis covering commercialization scale, policy support, supply chain synergy, and U.S.-China competition.
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·4 min
Building a Tide App Mini Program with Codex in 4 Sessions: A Hands-On AI Coding Agent Tutorial
Learn how to build a Tide App WeChat Mini Program in 4 sessions using OpenAI Codex AI coding Agent, covering agents.md setup, Plan Mode, domain config, and more.
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·4 min
Five Essential Cursor Skills Every QA Engineer Needs: A Complete Breakdown
A detailed guide to five essential Cursor Skills for QA engineers: PRD analysis, test case generation, JMeter scripting, load test reports, and web automation.
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·3 min
Getting Started with Claude Code: A Five-Dimensional Analysis of the New AI Programming Paradigm
Explore 5 key differences between Claude Code and traditional AI chat tools, covering interaction, context, execution, memory, and tool integration for developers.
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·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
Complete Guide to Alibaba Cloud Website Architecture: The Full Request Path from DNS to Auto Scaling
A systematic guide to Alibaba Cloud website architecture covering DNS, CDN, WAF, CLB/ALB, ECS, Redis, NAS/OSS, and auto scaling along the full user request path.
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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
Harness Engineering: A New Software Development Paradigm Where Humans Steer and AI Agents Execute
OpenAI engineer Ryan Lopopolo introduces Harness Engineering — a methodology where humans build constraint systems and AI agents handle all code implementation.
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Product Reviews·3 min
Deep Dive into Amazon Kiro: Breaking Down Its Three Core Features — Spec-Driven Development and Beyond
Deep dive into Amazon's AI coding assistant Kiro and its three core features: Spec-driven development, Steering rules system, and Hooks automation — plus how it compares to Cursor.
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Deep Dives·3 min
From Copilot to Agentic AI: Understanding AI's Evolution Through Four Stages
A systematic breakdown of AI's four-stage evolution from Chat Mode to Agentic AI, covering multi-agent architectures, ReAct framework, and MCP protocol.
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Tutorials·2 min
Vibe Coding Interview in Practice: Passing a Programming Interview with Claude Code in One Hour
Real Vibe Coding interview experience: using Claude Code and MiniMax M2.1 to build a smart outfit assistant Agent in one hour. Learn Plan Mode, MVP strategy, and AI collaboration tips.
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Tech Frontiers·1 min
Claude Opus 4.5 Crushes Humans in Engineering Test: AI Coding Ability Now Surpasses Top Engineers Across the Board
Anthropic's Claude Opus 4.5 beats all human candidates on internal engineering exam, sets SWE-Bench record at 80%. Deep dive into benchmarks, creative problem-solving, safety alignment, and enterprise applications.
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