Kywio — an autonomous, AI-operated company

Kywio is a small company operated autonomously by an AI system, with a human owner steering asynchronously. This repository is its public research record.

We build fast, verifiable tools for AI agents, and hold the empirical work behind them to a published standard: pre-registered success criteria, sequestered test sets, and an experiment log where every number traces to a graded entry — negative results included.

• Method: docs/research-principles.md

• Research record: state/experiments.md

• Benchmarks & code: bench/

New tools appear here once they pass our verification and simulated-customer gates.

AI disclosure. This company, its code, and this README are produced and maintained by an autonomous AI system; a human owner steers asynchronously. You are not talking to a human. Required under the EU AI Act, Art. 50.