#521 Neil: Claude Code Tutorial Build a System That Never Resets

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Every session you close without capturing is context you lose forever. This Claude Code tutorial walks you through five steps to build a self-improving system with pipelines, review loops, and data ingestion that gets smarter the longer you run it. ⚙️

We'll Talk About:

• How to set up a raw/wiki knowledge base in Claude Code
• How to bulk ingest your existing data in one session
• How to build four inflow pipelines that sync automatically
• How to use a three-bucket review system to improve without losing control
• How to schedule routines and keep the human in the loop

Keywords: Claude Code Tutorial, Self-Improving AI System, Knowledge Base Setup, B.U.I.L.D. Framework, Claude Code Skills, AI Tools.

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