python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"pytest -q tests/unit- Keep CLI output machine-readable where
--jsonis supported. - Never print secrets in logs or command output.
- Keep auth model API-key/profile based (
AGENTICFLOW_PUBLIC_API_KEY).