aicp-ops-runtime

Verify AICP runtime health by running aicp --check to validate configuration and backend reachability. This provides end-to-end runtime validation to ensure the system is configured correctly during post-deploy verification.

Benchmark AICP runtime performance using the aicp --bench CLI command. This enables configurable benchmarking to guide tuning and capacity planning by measuring performance metrics across the runtime environment.

Observe live AICP system state, GPU status, and feature flags using the aicp --observe command. This supports rapid triage during incident response by providing real-time observation of system health metrics.

AICP auto-configuration via aicp --auto-config optimizes model deployments while preserving safety gates. This operator-driven auto-tuning adjusts model settings to improve deployment efficiency without bypassing safety constraints.

Audit AICP capabilities using the aicp --capabilities command. This audits runtime capabilities to guide tuning decisions and capacity planning by providing visibility into available system features and backend support.

AICP runtime health checks may fail backend reachability during setup due to incorrect configuration. Use aicp --self-test to run diagnostic checks that validate backend connectivity and identify configuration issues.