What We’re Building Today

Today we’ll create an automatic service dependency discovery system that analyzes log data to map how services communicate. By parsing API calls, database queries, and message queue events from logs, we’ll build a real-time dependency graph showing which services talk to each other, how frequently, and with what latency.

Key deliverables:

• Log parser that extracts service interactions

• Graph builder that constructs dependency relationships

• Real-time visualization dashboard

• Health impact analyzer