I Made My AI Reason Before It Codes

Описание: I gave Claude Code full control of my codebase. It ran for 5 hours straight, built features I never asked for, and I didn't review a single pull request. Here's what I learned after 3 months and 3 iterations — from fully autonomous AI coding to building my own Claude Code toolkit.

🔗 Links
Claude Toolkit (open source): https://github.com/bis-code/claude-to...
Deep Think MCP: https://github.com/bis-code/mcp-deep-...
Context7 MCP: https://github.com/upstash/context7
LEANN Index MCP: https://github.com/nicobailon/leann-mcp

Timestamps:
0:00 Intro
0:13 The First App — Processing Videos
1:47 Why I Wanted Full Autonomy
2:47 What Went Wrong
5:17 The Real Problem
6:15 Starting Over — Claude Toolkit
8:42 Why V1 Failed (Ralph Loop)
9:46 Demo — Installing the Toolkit
13:19 Starting a Claude Code Session
14:03 Building a Feature From Scratch
15:18 How It Creates GitHub Issues
16:01 From Issue to Implementation Plan
18:23 Understanding the Codebase (LEANN + Sub-agents)
20:04 TDD — Red, Green, Review
22:14 Results — 26 Minutes, 36 Tests
22:50 Manual Verification (It Missed Something)
23:24 Takeaways

#ClaudeCode #AICoding #SoftwareEngineering