Tiny byte-level AI on CPU: a zero-dependency C++17 runtime and neural decision models (0.8 ms per 64-byte decision, 9.4 MB RAM). Reads raw bytes, no tokenizer. Specialists for secret scanning (F1 0.797 vs 0.337 for gitleaks on CredData) and PII redaction. Code under Apache-2.0; model weights under their own license.
python machine-learning pre-commit simd cybersecurity byte-level inference-engine cpp20 zero-dependencies pii-redaction cpu-inference secrets-scanner gguf dev-secops
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Updated
Sep 28, 2026 - C++