The two valid options
One site has a confirmed retry loop; another merely has unfamiliar traffic after a redesign.
The two valid options for “Monitor first or enforce now? The answer depends on what is already known”: One site has a confirmed retry loop; another merely has unfamiliar traffic after a redesign. You must identify the real request path before a limit, webhook, or retry policy can be trusted.
What each option protects for “Monitor first or enforce now? The answer depends on what is already known”: A safe rollout needs evidence, reversible changes, and a recovery path that does not erase the incident.
What each option protects
Failure modes for this case: Enforce a narrow stop for a confirmed runaway source; use observation where classification or customer impact remains uncertain.
Choose by business signal for “Monitor first or enforce now? The answer depends on what is already known”: identify the evidence that would make this proposed action unsafe—Enforce a narrow stop for a confirmed runaway source; use observation where classification or customer impact remains uncertain.
- Evidence 4 for “Monitor first or enforce now? The answer depends on what is already known”: actual request path
- Evidence 1 for “Monitor first or enforce now? The answer depends on what is already known”: production-only integrations
- Evidence 2 for “Monitor first or enforce now? The answer depends on what is already known”: alert delivery
- Evidence 3 for “Monitor first or enforce now? The answer depends on what is already known”: tested rollback
Failure modes
Document the trade-off for this exact problem: the acceptable end state must resolve the original condition—One site has a confirmed retry loop; another merely has unfamiliar traffic after a redesign.
decision matrix decision for “Monitor first or enforce now? The answer depends on what is already known”: Enforce a narrow stop for a confirmed runaway source; use observation where classification or customer impact remains uncertain.
Choose by business signal
Build the decision matrix for “Monitor first or enforce now? The answer depends on what is already known.” Score both options against customer continuity, cost exposure, reversibility, evidence quality, and staff effort. Keep the trade-off visible instead of hiding it in a feature list.
Document the trade-off
Use the decision matrix from “Monitor first or enforce now? The answer depends on what is already known” on a real first installation. Download AI Cost Circuit Breaker for free, begin in Monitoring, and move to enforcement only after the expected signals and rollback are verified.