Django REST Framework + React/Vite simulator for API throttling, fixed-window rate limiting, cooldown analysis, and 429 validation.

Rule-based incident correlation engine for noisy multi-service alert streams: groups alerts by severity, time window, and service dependency topology, then generates structured root-cause narratives. Validated against ground-truth synthetic incident scenarios (DB cascade, bad deploy, third-party outage).