Agent evals
On BTP evaluation sits beside the model: SAP AI Core's generative AI hub compares prompts and models in SAP AI Launchpad before a prompt reaches application code.
Overview
The generative AI hub in SAP AI Core has an Evaluation Service that benchmarks a use case across models with defined metrics against test datasets, a prompt optimizer that adapts prompts to a target model, and a prompt registry that versions the templates.
Not covered: At the prompt and the model. An evaluation runs a registered prompt against a dataset somebody prepares, so fixtures drawn from the application's own data, and a run on every change to the application, remain the project's to build.
SAP's TechEd workshop teched2025-AI161teched2025-AI161An SAP TechEd 2025 hands-on session that benchmarks, evaluates and optimises prompts across models with the generative AI hub capability in SAP AI Core.sap official, btp demonstrates and does not provide; the SAP side rests on the AI Core services as the SAP Architecture Center describes them. How the independent skill collection came to stand beside them is not documented in any page retrieved.
DanKromp/skillOverflowDanKromp/skillOverflowA collection of 41 agent skills, 37 for CAP, Fiori, BTP, UI5, ABAP, Integration Suite and HANA work and four for creating, reviewing and retiring skills, each with its own eval.independent, cap lists BTP among the stacks it serves and ships an eval with each skill, so it brings the coding-agent kind of eval to this door; the AI Core services above compare prompts and models.
Artifacts
Content
Seen working
Details
Coverage
Designs that place it
For your agent
- Ref
capability:agent-evals- JSON
- /capabilities/agent-evals.json
- MCP
- Connecting an agent