runtime-verification-for-agents

Runtime verification for agents compiles formal invariants into monitors that continuously audit live agent coordination daemon sessions and trigger remediation when properties fail. It handles safety and bounded-liveness properties through synchronous, sampled, or hybrid checking strategies.

Runtime verification monitors bounded-liveness properties using sampled or hybrid checking strategies scheduled as background sweeps via an Arbiter agent. This enables continuous auditing of autonomous agent sessions without blocking critical hot-path execution or exceeding latency budgets.

Yes, runtime verification handles clock-skew in distributed agent coordination by incorporating Hybrid Logical Clock (HLC) and Lamport timestamp recommendations into its compiled monitors. These mechanisms ensure accurate trace-checking and event ordering despite clock discrepancies across agent daemons.

Use synchronous monitoring for critical agent invariants requiring immediate precondition checks in the hot path, and use sampled checking for less critical properties to stay within latency budgets. Decision trees based on criticality and latency constraints guide the choice between synchronous, sampled, or hybrid strategies.

Add safe remediation flows to runtime monitors by wiring double-check gates to prevent false positives, then triggering alert, salvage, or halt actions when invariant violations are confirmed. Injection test guidance and crash-loop policies ensure these remediation hooks operate safely in production environments.

Yes, runtime verification for agents supports injection testing by providing specific guidance for injecting invariant violations into agent coordination daemons. This allows operators to validate that compiled monitors correctly detect failures and trigger appropriate remediation hooks under controlled conditions.