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LienJack

AI, Agents & Fullstack Engineer. Ex NetEase / ByteDance · Built Lark & CapCut · ECF collaborator

Location Tokyo Joined Joined on  Personal website https://github.com/LienJack github website
Plugin Host: Why Must Core Learn to Be Extended?
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Plugin Host: Why Must Core Learn to Be Extended?

#agents #harness #pluginhost #hookkernel
Comments
25 min read

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Intent / Execution Separation: The Model Proposes, the System Executes
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Intent / Execution Separation: The Model Proposes, the System Executes

#agents #harness #toolruntime #permission
Comments
29 min read
M0 Core Kernel: Wire Real LLMs into the System, Don't Let Them Take Over
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M0 Core Kernel: Wire Real LLMs into the System, Don't Let Them Take Over

#agents #harness #corekernel #provider
Comments
24 min read
Minimal Agent Loop: From One-Off Answers to Multi-Step Action
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Minimal Agent Loop: From One-Off Answers to Multi-Step Action

#agents #agentloop #react #toolruntime
Comments
20 min read
LLM Provider Integration: Let the CLI Make Its First Model Call
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LLM Provider Integration: Let the CLI Make Its First Model Call

#agents #llmprovider #cliagent #streaming
Comments
22 min read
Agent Base Definition: Why It Is Not a Prompt
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Agent Base Definition: Why It Is Not a Prompt

#agents #harness #llm #technicaltutorial
Comments
20 min read
Why Write an Agent by Hand: Understanding the Minimal Mechanisms Behind Framework Abstractions
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Why Write an Agent by Hand: Understanding the Minimal Mechanisms Behind Framework Abstractions

#agents #harness #agentloop #agentframework
Comments
23 min read
Agent Evolution Path: Chat Agent -> Tool Agent -> Runtime Agent -> Managed Agent
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Agent Evolution Path: Chat Agent -> Tool Agent -> Runtime Agent -> Managed Agent

#agents #harness #runtime #managedagent
1
Comments
20 min read
Harness Base Definition: The Control System Outside the Model
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Harness Base Definition: The Control System Outside the Model

#agents #harness #agentruntime #observability
1
Comments 2
19 min read
System Boundaries: The Difference Between ChatBot, Workflow, Agent, and Harness
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System Boundaries: The Difference Between ChatBot, Workflow, Agent, and Harness

#agents #chatbot #workflow #harness
Comments
20 min read
Agent Composition Model: Model, Loop, Tools, State
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Agent Composition Model: Model, Loop, Tools, State

#agents #agentloop #toolruntime #context
1
Comments
21 min read
Agent Base Definition: Why It Is Not a Prompt
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Agent Base Definition: Why It Is Not a Prompt

#agents #harness #llm #technicaltutorial
Comments
20 min read
Claude Code Source Analysis Series, Chapter 5: Tools Overview
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Claude Code Source Analysis Series, Chapter 5: Tools Overview

#agents #architecture #claude #llm
1
Comments
12 min read
Context Governance for Coding Agents
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Context Governance for Coding Agents

#agents #ai #llm #softwareengineering
1
Comments 2
25 min read
Claude Code Source Analysis Series, Chapter 4: Context Management
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Claude Code Source Analysis Series, Chapter 4: Context Management

#agents #architecture #claude #llm
Comments
16 min read
Claude Code Source Analysis Series, Chapter 3: Prompt Construction
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Claude Code Source Analysis Series, Chapter 3: Prompt Construction

#agents #ai #claude #llm
Comments
16 min read
Claude Code Source Analysis Series, Chapter 2: The ReAct Main Loop
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Claude Code Source Analysis Series, Chapter 2: The ReAct Main Loop

#agents #ai #architecture #claude
Comments
16 min read
Claude Code Source Analysis Series, Chapter 1: Architecture
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Claude Code Source Analysis Series, Chapter 1: Architecture

#claudecode #agents #sourceanalysis #architecture
2
Comments 1
16 min read
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