Reading source code tells you what the system does.
It rarely tells you why.
Why was this abstraction introduced?
Why was another implementation rejected?
Why is one dependency considered critical?
Why is confidence low for a particular module?
Developers spend countless hours rediscovering these answers.
AI assistants do exactly the same.
Contorium captures this missing dimension.
It continuously builds a structured understanding of project intent, decisions, relationships, historical evolution, and confidence—creating a cognitive layer alongside the codebase.
The result isn’t smarter code generation.
It’s less repeated reasoning.
Because the best context isn’t a larger prompt.
It’s knowledge that never needed to be reconstructed in the first place.
https://www.contorium.dev/
https://github.com/ContoriumLabs/contorium
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