ENGINEERING TOOLS
Lightweight calculators to help reason about workload capacity, reliability targets and operational trade-offs. Results are estimates; validate assumptions against your own systems and telemetry.
Estimate per-auction bid arrival rate, serialized processing capacity, utilization, queueing delay and backlog growth during a traffic burst.
Estimate whether Kafka consumers can drain a record backlog while new records continue to arrive, and how much parallelism a target drain time requires.
Estimate how many voluntary pod evictions fit an absolute PodDisruptionBudget before a node drain, using desired replicas and current healthy replicas.
Translate an availability target into an allowed downtime budget, then estimate consumption, burn rate and a transparent linear projection.
Estimate RPS, peak traffic, read/write throughput, bandwidth and storage growth from your workload assumptions.