Kubiya launches deterministic composer for trustworthy AI agents
Kubiya Inc. introduces a deterministic composer to enhance trust and control in AI agent deployments, addressing transparency and reliability concerns.
Agentic artificial intelligence startup Kubiya Inc. announced the upcoming release of its deterministic composer, designed to bring trust, transparency, and control to AI agent deployments. Unlike probabilistic platforms, Kubiya Composer ensures structured and predictable orchestration using its proprietary Context Graph.
The Challenge with Current AI Agents
Many organizations hesitate to fully adopt AI agents due to:
- Lack of transparency in decision-making
- Inconsistent outputs (probabilistic behavior)
- Hallucinations leading to unreliable results
Kubiya, originally known for its generative AI assistants for DevOps teams, aims to solve these issues with deterministic execution, ensuring the same input always produces the same output.
Why Kubiya Stands Out
CEO Amit Govrin highlights key differentiators:
- Enterprise-grade control: Goes beyond tools like LangGraph and CrewAI
- Verifiable trust: AI agents perform securely and reliably
- Testable, observable, and repeatable actions
The platform’s Context Graph provides real-time organizational cognition, mapping systems, workflows, and infrastructure states for full decision transparency.
Security and Use Cases
Kubiya Composer features:
- Zero-trust architecture with role-based access controls
- Audit logs and policy enforcement for compliance
Potential applications include:
- Infrastructure environment management
- Deployment pipeline execution
- Integration with version control and CI/CD systems
Early Access
Kubiya invites AI engineers and technical leaders to join its early access program via Product Hunt, launching soon.

Image: SiliconANGLE/Dreamina
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Senior technology editor specializing in AI and machine learning content creation for 8 years. Former technical editor at AI Magazine, now provides technical documentation and content strategy services for multiple AI companies. Excels at transforming complex AI technical concepts into accessible content.