Humainary hosts open-source interfaces designed to transform how we observe, understand, and interact with complex digital systems. Our goal is nothing short of revolutionizing observability and digital twins by shifting from traditional metrics and logging toward meaningful signal interpretation and systemic understanding.
https://github.com/humainary-io/substrates-api-java
The Substrates API provides a flexible framework for building event-driven and observability systems by combining concepts of circuits, conduits, channels, pipes, subscribers, subscriptions, and subjects. The API is well-suited for:
- Real-time data processing pipelines
- Event-driven architectures with dynamic subscriptions
- Observability frameworks and instrumentation
- Digital Twin mirrored state and computational processing units
https://github.com/humainary-io/serventis-api-java
Serventis is a semiotic-inspired observability framework designed to provide structured sensing and sense-making for distributed systems. It defines a contract for monitoring system states and service interactions through a standardized language of signals and assessments, enabling adaptive intelligence without enforcing a specific implementation.
By separating observation from interpretation, Serventis enables the integration of agents, machine learning models, and scorecards, allowing for context-aware reasoning and autonomous situational awareness. It’s a foundational layer for intelligent observability, supporting distributed coordination, adaptive control, and multi-perspective analysis.