Reliable Python message queuing with Redis and built-in deduplication. Publish once, process once, recover from crashes - across any number of producers and consumers.
Exactly-once + circuit breaker for agent tool calls (loops, retries, duplicate side effects)
Kafka Streams API implementation for Python - built upon synchronous producer and consumer
