---
title: "How to Build A Self-Improving System with Claude"
source_url: https://youtu.be/2fc0NX9vIJ8
captured_at: 2026-07-18
author: "Austin Marchese"
contributor: "ชิดชนก"
platform: youtube
---
# How to Build A Self-Improving System with Claude

youtube video by **Austin Marchese**, 16m46s, uploaded 2026-06-28. URL: https://youtu.be/2fc0NX9vIJ8
Tags: Claude Code, Claude Code tutorial, Claude Code skills, Claude skills, knowledge base, Andrej Karpathy, Karpathy LLM, Anthropic, AI agents, AI automation, BUILD framework, AI productivity, second brain, second brain AI, AI for business, Claude AI, Claude AI tutorial, AI tools, automation, MCP, Claude MCP, vibe coding, agentic AI, AI second brain, build with AI, self improvement system, claude secon

## Shared in LINE Note+
- 2026-07-18 12:58 by ชิดชนก

## Description
Get my free 5-day AI playbook (what I used to build a $25M+ startup): 

In this video, I break down the exact 5-step B.U.I.L.D. Framework I use to turn Claude Code into a self-improving system. After studying Andrej Karpathy, the Anthropic team, and running my own setup, this is everything you need to ingest your own data, automate the pipelines, and let the system get smarter every week. Most people get "self-improving" completely wrong, and I'll show you why.

Timestamps:
(0:00) - How to Build a Self-Improving System with Claude Code
(0:20) - Step 1: BASE — Create the Framework
(1:59) - Step 2: UPLOAD — Bulk Ingest Your Data
(4:26) - Step 3: INFLOW — Set Up Your Data Pipelines
(9:39) - Step 4: LOOP — The Improvement Loop
(14:46) - Step 5: DRIVE — Run It, Don't Over-Engineer

What to watch next ⤵️
- Loop Engineering, the full deep dive: 
- Build these Claude knowledge projects: 
- How to set up Claude Skills: 

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FOR INDIVIDUALS:
- Free 5-day AI playbook (what I used to build a $25M+ startup): 
- Use BuildPartner to build 10x faster with Claude Code (try free): 
- Want to work with me? Apply here: 

FOR BUSINESSES, Ways to work with me:
- Apply for my Executive AI Coaching