#scaled

In Q3 2026, our production AI inference pipeline hit a wall: p99 latency spiked to 2.1 seconds, error...

At 2:14 AM on a Tuesday in Q3 2024, our production WebSocket API hit 100,412 concurrent connections...

At 11:42 AM on Black Friday 2024, our API hit 1,002,347 requests per second – with p99 latency under...

When our p99 Kafka produce latency hit 1.8 seconds during Black Friday 2023 traffic spikes, causing...