Kubiya Determinstic AI Composer
First context-aware and deterministic ai automation platform
# DevOps AssistantWhat is Kubiya Determinstic AI Composer?
AI agents in prod? ❌ Endless Loops ❌ Execution Order ❌ State ❌ Traceability, ✅ Chaos. Bottomline: No context. No predictability. No trust Kubiya 🚀 brings deterministic, context-aware AI so Engineers get reliable, predictable automation—finally built for prod.
Problem
Users face challenges with unreliable AI agents in production, leading to endless loops, execution order issues, lack of state management, and traceability, causing chaos and mistrust in automation workflows.
Solution
A deterministic, context-aware AI automation platform that provides engineers with predictable, stateful, and traceable automation workflows, eliminating chaos and enhancing trust in production environments.
Customers
Engineers, DevOps teams, and site reliability engineers (SREs) managing production infrastructure who require reliable automation with clear execution paths and auditability.
Unique Features
Deterministic execution logic, context-aware automation, built-in traceability, state management, and production-grade reliability designed explicitly for engineering workflows.
User Comments
Resolves automation unpredictability
Critical for maintaining production integrity
Eliminates endless loop risks
Simplifies auditability of workflows
Enhances trust in AI-driven automation
Traction
Launched on Product Hunt with limited public metrics; emphasis on addressing core engineering pain points in AI automation. Specific traction details (users, revenue) are undisclosed.
Market Size
The global AIOps market is projected to reach $40 billion by 2026 (Gartner), driven by demand for reliable, scalable automation in DevOps and cloud-native environments.
