What's New? - CAIP - 25-PI5
🚀 What's New in CAIP after 25-PI5?
25-PI5 (August 26 – October 20, 2025) launched Managed Kubeflow in China and advanced CAIP Offboard v1/v1.5 pipeline, experiment-tracking, CAIP SDK agent, and Live Inference capabilities, while CAIP Offboard v2 added customer-facing API and portal controls.
🖥️ CAIP Offboard v1 / v1.5: Classic & Managed Kubeflow
✨ New Features
🌍 Managed Kubeflow Availability
Managed Kubeflow is now available in China, giving teams in the region a managed, supported foundation for developing, running, and operating ML workloads.
🔀 Pipelines & Serving
CAIP SDK 4.6.0 restored pipeline updates and secret management, while 3.14.2 restored Kubeflow Pipelines compatibility. Streamlit deployment action 1.0.6 introduced atomic deployments and rollback, so unsuccessful deployments did not leave an application partially updated.
🤖 CAIP SDK Agents
The CAIP SDK Agent offering added initialization for FastAPI, MCP, and A2A agents, a PGVector tool, MCP integration improvements, and agent metrics. Teams could also validate a deployed agent's ingress connection directly from the CLI, apply stage-specific Helm settings for different environments, and expose agents through DNS path-based routes, including MCP subroutes.
🎯 Live Inference
Live Inference added model-schema validation, an API client, and a live-prediction endpoint workflow. These capabilities made it easier for CAIP Offboard v1/v1.5 teams to validate a model integration and connect an application to a deployed live-inference service.
📈 Training & Experiment Tracking
MLflow became available through ingress and adopted clearer Managed Kubeflow names, making the experiment-tracking service easier for customers to find and access.
📦 Repositories in This Release
caip-sdk— pipeline updates, secrets, Kubeflow Pipelines compatibility, and CAIP SDK Agent capabilities.deploy-caip-streamlit-action— atomic Streamlit deployments and rollback.products— Managed Kubeflow China availability and MLflow access improvements.caip-inference-api— model validation, live-inference client, and prediction endpoint workflow.
This section covers customer-visible changes for CAIP Offboard v1/v1.5 from August 26 – October 20, 2025 (25-PI5). For guides and reference material, see the CAIP Documentation.
🆕 CAIP Offboard v2: All-New CAIP
✨ New Features
🤖 LLM API
LLM API keys became available, giving customers a dedicated way to authenticate their LLM API integrations. Image and embedding models also became available in the supported environments, expanding the model capabilities teams could use through the platform.
🌐 Web Portal
The portal introduced API-key management, CDH link management, and cost visibility, bringing these important customer controls and information into one experience.
📦 Repositories in This Release
products— LLM API key enablement and image/embedding model availability.caip-portal-apiandcaip-web-portal— API-key management, CDH links, and cost visibility.
This section covers customer-visible changes for CAIP Offboard v2 from August 26 – October 20, 2025 (25-PI5). For guides and reference material, see the CAIP Documentation.