One post tagged with "network-security"

Security logs are among the highest-volume, most time-sensitive data in any organization. A single mid-sized network generates millions of log events per hour — firewall denies, DNS queries, authentication events, lateral movement signals. Traditional SIEM tools drown in the volume. Manual analysis is impossible at scale.

This post shows how to combine msgspec for high-performance log parsing with an AI agent that correlates events, identifies threat patterns, and generates structured incident reports — without the overhead of a full SIEM platform.