JK
JustKalm

Event-Driven Architecture

Event sourcing, CQRS, and real-time streaming

JustKalm's event-driven architecture enables complete audit trails, temporal queries, and real-time event streaming across all services.

Event Architecture Metrics

Platform event processing at scale

2.5M
Events / Day
<15ms
P99 Latency
47
Event Types
365d
Event Retention

Architecture Pillars

Event Sourcing

  • Events as source of truth
  • Immutable event log
  • Temporal queries
  • Complete audit trail

CQRS Pattern

  • Command/Query separation
  • Optimized read models
  • Independent scaling
  • Eventually consistent

Event Streaming

  • Real-time processing
  • Kafka event bus
  • Consumer groups
  • Exactly-once delivery

Event Flow Architecture

How events flow through the system

Command
API Request
Handler
Business Logic
Event Store
Append Event
Event Bus
Publish
Projections
Update Views

Event infrastructure powered by Apache Kafka and PostgreSQL