Why this repo matters
Latest release 9d ago, 12 developer signals, 5 package/install signals

Runtime state telemetry for long-lived AI agents — they check in, UNITARES grades drift and calibration against the agent's own baseline, returns a verdict each call. Live deployment since Nov 2025. DOI 10.5281/zenodo.19647159 (3 stars, 0 forks, Python, fresh release, 5 AI signals, 7 developer signals). Latest release: v2.13.0.