Architecture case-study blueprint: no deployment results, customer endorsement, or measured improvements are claimed.
Data and operating scope
Version topology, collect time-aligned alarms, and distinguish observed faults from inferred service impact.
Deterministic solution
Group alarms with approved windows, route by service ownership, and run authorized health checks.
Agentic solution
Propose dependency-based impact hypotheses and identify evidence needed to confirm them.
Acceptance evidence
Alarm timeline, topology provenance, confirmed versus suspected impact, and operator-approved response.
Decision boundary
A plausible root-cause hypothesis is not a confirmed diagnosis. Production changes require explicit authority, bounded actions, tested rollback, and accountable operators.