Your project grew big
Now every small change means Claude Code re reads half your codebase just to remember what it already knew yesterday
It is like hiring a smart assistant who forgets your entire company structure every single morning.
You explain the org chart again. You explain who reports to who again.
By the time they start actual work, half the day is gone
That re reading is not free
It is tokens and time, burned before Claude even touches your actual request
The fix that is going viral right now is called Second Brain
Instead of Claude re reading files every session, you build a graph of your project once
Claude reads that graph instead of the raw codebase
No more rediscovering the same structure again and again
It shines on large, complex projects
People are seeing 35 to 40 percent improvement in speed and token cost
It is an open source solution, sitting at 79.7k stars on GitHub already
If your project has outgrown "just read the files," this is worth 10 minutes to set up
Anyone here already running a second brain setup with Claude Code?
Curious what changed for you