Exactly Once Python Packages

redis-message-queue

Lightweight Python message queuing with Redis and built-in publish-side deduplication.

aura-guard

Exactly-once + circuit breaker for agent tool calls (loops, retries, duplicate side effects)

kafka-streamka

Kafka Streams API implementation for Python - built upon synchronous producer and consumer