Architecting for Chaos: My Journey Building a Cloud-Native AI Log Streaming Platform.

When a system fails at 3 AM, the bottleneck isn't data—it's human cognition. We have the logs, but we don't have the time to read 10,000 lines of JSON. I built the Forensic Intelligence Engine to bridge that gap, turning high-velocity telemetry into structured, actionable intelligence in real-time. The Problem: Log Fatigue & The "Analysis Gap" In modern distributed systems, we usually face two extremes: The Firehose: Too much data (millions of lines) that no human can parse in real-time. Th...