KTP has running code.

import asyncio
from kinetic_trust import KTP, ActionRisk, Lineage, Dimension, RiskDomain, StaticFeed

async def main():
    ktp = KTP()

    # Register environmental sensors
    for dim in [Dimension.MASS, Dimension.MOMENTUM, Dimension.HEAT,
                Dimension.TIME, Dimension.INERTIA, Dimension.OBSERVER]:
        ktp.sensors.register_feed(
            StaticFeed(feed_id=f"env-{dim.value}", dimension=dim,
                       value=0.2, risk_domain=RiskDomain.NODE)
        )

    # Register an agent
    ktp.oracle.register_agent(
        "agent:tethered::my-bot", Lineage.TETHERED, initial_e_base=75.0
    )

    # Authorize an action
    result = await ktp.authorize(
        agent_id="agent:tethered::my-bot",
        action=ActionRisk(action_type="read_public", base_risk=10),
    )
    print(f"Decision: {result.decision}")  # allowed
    print(f"E_trust: {result.e_trust}")

asyncio.run(main())

from kinetic_trust import KTP
from kinetic_trust.contrib.fastapi import KTPMiddleware

ktp = KTP()
# ... register sensors and agents ...

app.add_middleware(
    KTPMiddleware,
    ktp=ktp,
    action_type="read_public",
    base_risk=10,
    exclude_paths=["/health"],
)

from kinetic_trust.contrib.decorators import ktp_authorize

@ktp_authorize(ktp, action_type="write_modify", base_risk=50)
async def update_record(agent_id: str, data: dict) -> dict:
    return {"updated": True}

$ kinetic-trust compute --e-base 72 --risk 0.35
{"e_base": 72.0, "risk": 0.35, "e_trust": 46.8}

$ kinetic-trust risk read_public
{"action_type": "read_public", "base_risk": 10}

$ kinetic-trust tier --e-trust 85
{"e_trust": 85.0, "tier": "operator"}