The results vary every time
Even when the same request is made, the output is inconsistent, and because project rules are not followed, a person has to manually reorganize it every time.
Deterministically control AI agents through a 5-layer harness architecture and 4 workflow layers, and immediately apply a scalable project structure to real-world practice. (Based on Claude Code, but the same principles apply to other AI tools.)
402 learners
Level Basic
Course period Unlimited
Reviews from Early Learners
5.0
kangsy
It was good because they explained only the necessary functions clearly.
5.0
임동현
You explained the most essential basic concepts very clearly and neatly.
5.0
Jang Jaehoon
Thank you for the great lecture!
Design and implementation of an AI development workflow complete control system utilizing a 5-layer harness architecture (CLAUDE.md, SKILLS, HOOKS, SUBAGENTS, PLUGINS)
Practical application of project structuring, including building an extension hub based on the .claude/ directory and connecting commands, agents, and external tools.
This course goes beyond simply using Claude Code as a chat-based coding tool, teaching you how to connect CLAUDE.md, Skills, Hooks, Subagents, Plugins, and MCP to transform it into a predictable and scalable AI development workflow.
The problem isn't the AI's performance, but rather the lack of a structure to control how the AI works. This course isn't about how to write a few good lines of prompts; it covers the development system that makes AI operate stably.
Even when the same request is made, the output is inconsistent, and because project rules are not followed, a person has to manually reorganize it every time.
“This isn’t quite it...” You end up explaining again, fixing it again, and checking it again in a never-ending cycle.
While individual experimentation is possible, it is difficult to consistently integrate AI into actual project structures and team workflows.
You will learn how to control AI agents in the direction developers desire by structuring the memories, knowledge, rules, roles, and tool connections that the AI must follow.
We don't just list Claude Code features. We focus on learning structures and operational patterns that can be reused repeatedly in real-world projects.
By connecting CLAUDE.md, Skills, Hooks, Subagents, and Plugins into a single framework, you will systematically design an AI development workflow.
Learn how to build a scalable hub structure within your project to manage commands, agents, external tools, and rules.
AI is configured to pass through developer-defined rules and validation flows before modifying files or executing commands.
Understand the flow of Claude Code expanding beyond a simple code generator into a working environment that utilizes external context and tools.
Continuously inject the project's principles, rules, and context into the AI.
Organize recurring workflows into reusable units of capability.
Set up safeguards before and after execution to prevent the AI from acting recklessly.
Delegate tasks to the AI by dividing roles into planning, implementation, testing, and review.
Connect tools and knowledge to expand context even beyond the project.
It is suitable for those who use tools like Claude Code, Cursor, and Codex but want to make the quality of results and repetitive tasks more stable.
It is ideal for those who want to go beyond individual prompting know-how and create rules and structures that can be shared at a team level.
This is recommended for those who are curious about concepts like Agents, MCP, Hooks, and Skills, but feel overwhelmed about where to start structuring them.
Learn the big picture of Harness Engineering and how to utilize the custom-built resource library.
You will learn how to connect five tools across four workflow layers.
Build the fundamentals to ensure the AI consistently follows project rules and context.
Divide tasks by role and expand them into repeatable capabilities and package structures.
Learn how to apply security, quality, and verification guardrails to AI tasks.
Extend AI tools to utilize broader contexts and tools in real-world projects.
Now, a developer's competitiveness is no longer just about the speed at which they assign tasks to AI. The ability to ensure AI adheres to project rules, executes safely, and operates repeatably within the team's workflow is becoming increasingly important.
Who is this course right for?
Developers who are already using AI coding tools but want to build a more systematic and scalable workflow.
Tech leads and senior developers looking to standardize AI development environments at a team level and introduce a shareable plugin system.
Full-stack and backend engineers who want to maximize development productivity by leveraging the advanced features of Claude Code
Need to know before starting?
Experience using basic development tools such as Git and npm, and an understanding of project structures
Experience using Claude or similar AI coding assistants (capable of basic prompt engineering)
Career Verified
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4.8
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Courses
기존 경력과 경험을 토대로 세상 트렌드를 따라가며 노하우와 꿀팁들을 공유합니다. 잘 부탁드립니다!
유튜브 : https://youtube.com/channel/UChmHjzyYedu9yYb3YmnOOog?si=xM1HueA3TJ4BjnV3
인스타 : https://www.instagram.com/codebridge_ai?igsh=MXNjbDBlN3FydDJjdQ==
🤖👾 미국 AI 석사 과정
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📱 안드로이드 앱 14개와 iOS 앱 7개 및 잡다한 웹사이트 개발 및 운영 중
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Based on my existing experience and experience, I'm sharing know-how and tips I want to share while following world trends. Thank you for your cooperation!
YouTube: https://youtube.com/channel/UChmHjzyYedu9yYb3YmnOOog?si=xM1HueA3TJ4BjnV3
Contact: codebridge747@gmail.com
Developer at a major IT corporation in South Korea
Bachelor's degree in Computer Engineering
All
37 lectures ∙ (5hr 34min)
Course Materials:
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14 reviews
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5
This lecture was great for grasping the overall context of harness engineering! However, I felt the practical hands-on parts were a bit lacking, which might be a downside for juniors or non-developers like myself. Still, I appreciated how the overall content was explained in an easy-to-understand manner. It would be great if you could strengthen the practical exercises or open an advanced course!! Thank you.
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5
The content is excellent for the price..!! If I had to mention one minor drawback, I would love to see hands-on practice videos that I can follow along with immediately after the theoretical explanations, even if it means increasing the price slightly..
Thank you for leaving a review :) We will actively reflect your feedback and plan hands-on practice sessions for each tool!! -> We have uploaded practice materials and guides for items that are great for immediate practice, such as CLAUDE.md, Skills, and Hooks. We will further review and proceed with producing practice videos for parts where they are needed. Thank you.
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