Control-Surface Reliability System
- Problem
- A system judged safe once is not therefore reliable in production. Agentic decision workflows need telemetry, reconciliation, and operator intervention after deployment, not just a passing eval in staging.
- System
- `control-surface-agent` is a bounded supervision system for agentic decisions: explicit intent framing, explicit planning, live telemetry, evidence review, reconciliation, operator controls, and a final decision artifact in one interface.
- Control
- Reliability is maintained as a closed loop. Structured telemetry captures each step, reconciliation checks divergence between plan and reality, and operator feedback can redirect execution before the artifact is finalized.
- Outcome
- A concrete production-reliability artifact that makes supervised runs legible, auditable, and correctable instead of hiding them inside chat transcripts.
Control SurfacesAI ReliabilityTelemetryReconciliationHuman-in-the-Loop