Problem statement
The problem with current coding agents like Claude Code, Codex, and Cursor is that when you assign a task to them, they start searching, grepping, and reading your codebase blindly in the hope of finding the context they need. These coding agents are built on a fundamentally flawed abstraction.
Because they search blindly, nearly 80% of the code is boilerplate, while only 20% contains business logic. Yet these agents spend the majority of their time and tokens reading everything. As a result, almost 80% of the tokens consumed are wasted, leading to higher costs and increased hallucinations.
Solution
We invented a new architecture called TokenFold. TokenFold creates a new representation of the codebase, making context retrieval highly precise which reduces the wastage of tokens by 60-80%.
Visit - onesuperbrain.com
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