Main Ideas

  • Find a better approach of using Claude code to develop feature
  • LLM reaches its token limitation, it forgets the context, and starts generate generic code…

The old way

1. Ask Claude for OAuth implementation
2. Get generic code that doesn’t match our patterns
3. Explain our auth architecture
4. Fix outdated API references
5. Adapt to our component structure
6. Debug integration issues

The new way

1. Sequential Thinking mapped out the requirements and dependencies
2. Serena found our existing auth patterns and user management code
3. Context7 pulled the latest NextAuth.js documentation
4. Claude synthesized a complete implementation that fit perfectly

Key Quotes

N/A

Personal Reflections