AI Agent
The application layer — frameworks, tools, memory, and retrieval that turn a model into an agent.
Agent Framework 11
Agent Tool 5
Evaluation 5
Knowledge Graph 3
Structured Output 4
Vector Database 7
Workflow Orchestration 4
AI Native Infra
The platform layer — what schedules, serves, stores, and secures AI workloads on Kubernetes.
Orchestration and Scheduling 5
Workload Runtime 5
Accelerator and SuperPod 4
Storage 4
Network 4
Model Asset and Registry 4
Governance, Policy and Security 3
Observability 4
Continuous Integration and Delivery 3
Data
Where the data lives and how it's wrangled — lakehouse formats and the science toolkit.
Data Architecture 4
Data Science 4
Inference
Serving the model — the engines and runtimes that turn weights into tokens.