梦兽编程™AI_SUITE [ SECTION / AI ]
Claude Code
Claude Code tips, internals, and practical guides.
48 POSTS01
AI / 2026.04.18 / 8 MIN
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. Unveiling the query.ts state machine, tool execution …
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02
AI / 2026.04.15 / 5 MIN
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 Claude 3 Opus, application of A/B testing in prompt …
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03
AI / 2026.04.11 / 9 MIN
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 unified interface contracts, three-tier filtering pipelines, …
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04
AI / 2026.04.08 / 4 MIN
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, concurrent execution scheduling strategy, streaming progress …
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05
AI / 2026.04.04 / 9 MIN
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 system running in a 'distributed state.' From TypeScript to …
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06
AI / 2026.04.02 / 7 MIN
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 hash and xxHash64 are implemented, the secrets of Bun's …
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07
AI / 2026.03.20 / 7 MIN
Claude Code Channels: Give Your AI Coding Assistant a Phone Number
A hands-on look at Claude Code Channels, letting you control your AI coding assistant through Telegram, Discord, and more — no matter where you are.
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08
AI / 2026.02.28 / 7 MIN
Claude Code Memory System: The Complete Guide to Making Your AI Assistant Remember Your Project
Deep dive into Claude Code's memory mechanisms: Auto Memory vs CLAUDE.md, hierarchical memory structure, modular rules configuration, making your AI assistant truly …
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09
AI / 2026.02.28 / 9 MIN
The Redis Author Had AI Write an Emulator, 30 Minutes to Run Through All Z80 Instructions
Redis founder antirez used Claude Code to implement a complete Z80 emulator in 30 minutes, passing the ZEXALL full instruction test. He designed a strict clean-room …
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10
AI / 2026.02.27 / 7 MIN
Someone Tested Claude Code 2,430 Times and Discovered Its Tool Selection Logic Isn't What You'd Expect
Amplifying.ai ran 2,430 tests on Claude Code and found that in 12 out of 20 categories, it prefers writing custom code over using existing tools. GitHub Actions 94%, …
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AI / 2026.04.18 / 8 MIN
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. Unveiling the query.ts state machine, tool execution …
↗
02
AI / 2026.04.15 / 5 MIN
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 Claude 3 Opus, application of A/B testing in prompt …
↗
03
AI / 2026.04.11 / 9 MIN
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 unified interface contracts, three-tier filtering pipelines, …
↗
04
AI / 2026.04.08 / 4 MIN
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, concurrent execution scheduling strategy, streaming progress …
↗
05
AI / 2026.04.04 / 9 MIN
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 system running in a 'distributed state.' From TypeScript to …
↗
06
AI / 2026.04.02 / 7 MIN
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 hash and xxHash64 are implemented, the secrets of Bun's …
↗
07
AI / 2026.03.20 / 7 MIN
Claude Code Channels: Give Your AI Coding Assistant a Phone Number
A hands-on look at Claude Code Channels, letting you control your AI coding assistant through Telegram, Discord, and more — no matter where you are.
↗
08
AI / 2026.02.28 / 7 MIN
Claude Code Memory System: The Complete Guide to Making Your AI Assistant Remember Your Project
Deep dive into Claude Code's memory mechanisms: Auto Memory vs CLAUDE.md, hierarchical memory structure, modular rules configuration, making your AI assistant truly …
↗
09
AI / 2026.02.28 / 9 MIN
The Redis Author Had AI Write an Emulator, 30 Minutes to Run Through All Z80 Instructions
Redis founder antirez used Claude Code to implement a complete Z80 emulator in 30 minutes, passing the ZEXALL full instruction test. He designed a strict clean-room …
↗
10
AI / 2026.02.27 / 7 MIN
Someone Tested Claude Code 2,430 Times and Discovered Its Tool Selection Logic Isn't What You'd Expect
Amplifying.ai ran 2,430 tests on Claude Code and found that in 12 out of 20 categories, it prefers writing custom code over using existing tools. GitHub Actions 94%, …
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