Datamimic stops your coding agent from inventing its own test world

Datamimic – don't let your coding agent invent its own test world

DATAMIMIC CE is an MIT-licensed, Python-native engine for deterministic synthetic test data and PII-aware pseudonymization. It ships a CLI and MCP adapter that let AI agents author, verify, and run data models from a single JSON intent file, with structured repair and acceptance checks. The Enterprise Platform adds a PII scanner, multi-system execution across Oracle, MongoDB, and Kafka, and governance for regulated environments.