How the pieces fit together. APIs, integration points, data flow, and the component relationships that make the execution platform work.
Architecture Layers
Studio Web, Desktop, Workbench UI, and API clients — multiple interfaces to the same platform.
Agent Runtime, LLM routing, model management, and context fabric for AI-powered execution.
Workflow engine, tool orchestration, GPU scheduling, and resource management.
350+ capabilities organized into domain packs with standardized interfaces.
Artifact storage, knowledge bases, spatial databases, and vector stores.
Multi-cloud compute, storage, networking, and security primitives.
Integration
The platform exposes REST APIs at every layer. Custom tools, models, and data sources integrate through standardized capability interfaces. Webhooks and event streams enable real-time integration with external systems.
Capability Packs provide the primary extension mechanism for domain functionality. Each pack declares its tool requirements, model dependencies, and infrastructure profile — the Execution Fabric handles the rest.
From intent to verified engineering artifact.