Operate

Production readiness checklist.

Complete this checklist for every agent service before customer traffic reaches it.

Application

  • Pin the Quasentra and framework package versions.
  • Create separate development, staging and production API keys.
  • Restrict each key to exact agent IDs and minimum scopes.
  • Close the SDK client during graceful shutdown.
  • Set bounded timeouts and retries; do not bypass failures.
  • Back up .production-secrets/gateway_master_key in a restricted offline secret store; losing it makes managed credentials unrecoverable.

Tool boundary

  • Every sensitive tool passes through a supported adapter.
  • No duplicate unwrapped callable reaches the model.
  • New tools remain default-denied until reviewed.
  • High-impact credentials are moved to the gateway or a vault.
  • Tool inputs are typed and validated by business code.

Operational verification

# Deployment smoke checks
curl --fail https://quasentra.com/health
python -c "import quasentra; print(quasentra.__version__)"

# Then run one ALLOW, one DENY and one APPROVAL test
# with a non-production test record.

Monitoring

Alert on authorization-service errors, unusual deny spikes, approval backlogs, agent quarantine and quota exhaustion. Keep audit evidence according to your business retention policy.

Incident response

If a key or tool credential is exposed: block the agent, revoke the key, rotate the underlying credential, inspect decisions/incidents, and only restore service after a clean staging test.