Author: Pavel Lineitsev

Confluent built automated investigator uniting a central triage coordinator, specialized evidence agents, an adversarial evaluator, and a self-learning knowledge base. By treating alerts as a continuous stream, we analyzed 100% of volume and scaled triage throughput.