CodeLedger – deterministic context and guardrails for AI
Deterministic file selection beats embedding RAG with 37% faster time-to-acceptance.
Finds the code your AI wrote twice. Fast, offline duplicate-code detector: scan, history chart, CI gate. No AI required.
Deterministic file selection beats embedding RAG with 37% faster time-to-acceptance.
Structural fingerprinting beats text matching for AI-generated code duplication.
Marketing-heavy claims with zero auditable proof, no code, no reproducible benchmarks.
Enforces repo conventions deterministically when AGENTS.md files fail.
OPA policies plus signed tokens beat prompt engineering for agent safety.
Blocks terraform destroy and rm -rf in 2ms without LLM scoring commands.