1Ztot

1Ztot is an open-source software library for real-time data processing and analytics. Initially released in 2023 by the developer collective ZOT Labs, it provides a lightweight runtime designed for streaming pipelines and event-driven workloads. The library offers multi-language bindings, including Python, Go, and JavaScript, and uses an MIT-style license.

Core features include a modular operator graph, backpressure-aware streaming, stateful processing with checkpointing, and connectors to common data sources such as Kafka, Redis streams, filesystems, and cloud storage. It emphasizes low-latency processing, simple deployment with containers, and observability through built-in metrics and logs.

Architecture: 1Ztot uses a DAG-based processing model where operators are connected via data streams. The core engine handles scheduling and fault tolerance; a pluggable connectors layer abstracts data sources and sinks; a management plane supports configuration, deployment, and monitoring.

History and development: Conceptualization began in 2021 as part of research into lightweight streaming solutions. The first public release appeared in 2023, followed by several minor versions that introduced richer connectors and improved stability. The project is maintained by a community of volunteers and corporate sponsors with governance documented in the repository.

Reception and usage: 1Ztot has seen adoption among startups and small teams seeking an approachable alternative to larger streaming platforms. Users cite rapid onboarding and clear API design, while critics note a smaller ecosystem and fewer advanced features at scale compared to industry leaders.