MTOde
MTOde is an open-source framework for distributed task orchestration and workflow management. It enables the coordination of complex multi-task operations across heterogeneous environments by providing a graph-based workflow model, a resource-aware scheduler, and an extensible plugin system. Workflows are defined declaratively, allowing users to specify task dependencies, parallelism, retries, timeouts, and conditional branching. The project emphasizes modularity, observability, and interoperability with cloud services, container runtimes, and data systems.
At its core, MTOde comprises a lightweight engine, executors, and adapters. The engine tracks task states, resolves
MTOde originated from a community effort in 2021 to improve cross-environment workflow management. The first public
MTOde is distributed under the MIT License. It is employed in data engineering pipelines, machine learning
Compared with established tools such as Apache Airflow, Dagster, or NiFi, MTOde aims to combine a lightweight