import hashlib
from typing import Dict


def environment_hash(dependencies: Dict[str, str]) -> str:
    # Deterministic fingerprint of an environment manifest (e.g., pip/conda deps)
    items = sorted(dependencies.items())
    payload = {"deps": items}
    serialized = str(payload).encode("utf-8")
    return hashlib.sha256(serialized).hexdigest()