Searching protocol for "entropy reduction"
Minimize codebase size.
Minimize codebase size, maximize value.
Iterative convergence for code quality.
Secure your code: Detect secrets.
Secure your code with expert rules.
Encode concepts geometrically, achieve consensus.
Delete-first mindset to shrink the final codebase
Compress LLMs, transfer knowledge, cut inference costs.