강의

멘토링

로드맵

Claude Code Harness & Graph Engineering: Advanced Claude Code CLI Harness Engineering in Practice

The lecture explains why the harness is more important than the model through the lens of Claude Code architecture. It also covers how to design a Claude Code work system around six structures: Context Harness, Permission Harness, Verification Harness, Tool Harness, Subagent & Worktree Harness, and Debugging Harness. It then connects these concepts to CLAUDE.md, session management, controlling large codebases, parallel worktree operations, error log analysis, and tracking environment variable and configuration scope issues, helping you establish practical standards for continuing to use Claude Code in real-world backend and DevOps work.

(4.4) 55 reviews

718 learners

Level Basic

Course period Unlimited

AI
AI
claude
claude
Vibe Coding
Vibe Coding
harness
harness
AI
AI
claude
claude
Vibe Coding
Vibe Coding
harness
harness

New Request Lecture Update - <Context Harness That Reads Only the Code Needed Based on the Question> Section

[Lab 07 Released] Context Harness — A harness that reads only the code needed for each question

I’ve uploaded the practice materials for Section 2 (Lessons 4–8). Run git pull, and labs/07-context-harness/ will be created.

▶ What do we do?

Only read the code and documentation needed for each type of request, expanding one level at a time only when the evidence is insufficient.

You can build the context harness yourself or work through the hands-on exercises.

- CLAUDE.md decomposition (259 lines → 28 lines + path-specific rules)

- Task Router (regex, injected via the UserPromptSubmit hook)

- Search first (search_context.sh)

- 4 Skills + references (progressive disclosure)

- Progressive disclosure (only one level deeper when evidence requires it)

Comment