Environment type
Traffic-heavy APIs
AI / GPU inference
Batch & ETL jobs
Streaming data pipelines
CI/CD test farms
One-liner on how Kedify helps
HTTP scaler keeps p95 latency steady even under thundering herd.
Predictive warm GPU pods to avoid minute-long cold starts.
Cron + queue scalers spin workers up only for the window you define.
Kafka / Pulsar scalers track lag and scale consumers automatically.
Scale test runners to zero until a build kicks off.