`testcontainers-python` spins up real Postgres / Redis / Kafka / RabbitMQ / Mongo / Elasticsearch containers on demand for each test session — giving you actual-backend integration tests instead of brittle mocks. The 2026 SOTA for replacing repository / queue / cache mocks with the real thing.
