Why Does AI Sometimes "Misbehave"?——Prompt Behavior Guidance Techniques
Deep dive into guiding AI behavior through prompts: from Few-shot examples to A/B testing, unveiling how …
Claude Code
Claude Code tips, internals, and practical guides.
Context Management - The Core Capability of AI Coding
An in-depth analysis of Claude Code's five context management principles: budget setting, content …
System Prompts——The "Director Behind the Scenes"
Deep dive into Claude Code's system prompt architecture: segmented composition design, division of …
The Claude Code Leak: How an Accident Sparked a Rust Rewrite Wave
In March 2026, Claude Code's 500k+ lines of TypeScript source code were accidentally leaked. Instead of panic, …
Agent Loop——How Does an AI's "Brain" Work?
Deep dive into Claude Code's core Agent Loop: the complete lifecycle from user input to model response. …
Different Models, Different "Scripts"——Model-Specific Tuning Revealed
Deep dive into how Claude Code tunes prompts for different models: differences between Claude 3.5 Sonnet and …
How Do 40+ Tools 'Grow' onto an AI?
Deep dive into Claude Code's tool system: how 40+ tools form an extensible capability architecture through …
Tool Execution Orchestration——The Art of Parallelism, Streaming, and Interruption
Deep dive into Claude Code's tool execution orchestration mechanism: the complete permission checking flow, …
Claude Code Is Not a CLI Tool, But a 'Living' System
A deep dive into Claude Code's underlying architecture: why it's not a traditional CLI tool but an intelligent …
Reverse Engineering Claude Code's API Request Signing
An in-depth reverse engineering analysis of Claude Code's API request signing mechanism, revealing how the cch …