{"ref":"content:autonomous-diagnostics-on-kyma-unplugged-goose-litellm-kro-sap-ai-core-in-produc","page":"/content/autonomous-diagnostics-on-kyma-unplugged-goose-litellm-kro-sap-ai-core-in-produc","json":"/content/autonomous-diagnostics-on-kyma-unplugged-goose-litellm-kro-sap-ai-core-in-produc.json","generated":"2026-10-26","drafted_with_ai":true,"entity":{"id":"autonomous-diagnostics-on-kyma-unplugged-goose-litellm-kro-sap-ai-core-in-produc","title":"Autonomous Diagnostics on Kyma Unplugged: Goose + LiteLLM + KRO + SAP AI Core in Production","url":"https://community.sap.com/t5/technology-blog-posts-by-sap/autonomous-diagnostics-on-kyma-unplugged-goose-litellm-kro-sap-ai-core-in/ba-p/14435287","content_type":"blog","published_on":"source:sap-community","explains":[{"ref":"capability:llm-integration","applies_to":{"ecosystems":["btp"]}},{"ref":"capability:telemetry","applies_to":{"ecosystems":["btp"]}},{"ref":"capability:deployment","applies_to":{"ecosystems":["btp"]}}],"summary":"An in-cluster autonomous diagnostic pipeline on Kyma Unplugged (open-source Kyma, noted to also run on [SAP BTP, Kyma runtime](artifact:btp-kyma-runtime)): a [Goose](external:goose) agent with kubectl access calls [SAP AI Core](artifact:btp-ai-core) through a LiteLLM proxy, and most of the post is about the quirks of that route — drop_params silently swallowing unrecognised parameters and beta headers, streaming that has to be off when tools are attached, and prompt caching that sits on the Orchestration V2 API rather than the foundation-model path the LiteLLM provider hits. A second [Node.js](external:nodejs) proxy reaches that API, and the author reports caching unconfirmed at production scale, which leaves the roughly $0.004 per static run a target rather than a measured figure. Spend metrics reach [SAP Cloud Logging](artifact:btp-cloud-logging) over OTLP through Kyma's Telemetry MetricPipeline while the health analysis itself lands in Kubernetes custom resources read in Busola, and the stack is declared as KRO Resource Group Definitions applied with one [Terraform](external:terraform) command.","short":"Goose agent diagnostics on Kyma Unplugged via LiteLLM and SAP AI Core","author":"quovadis","published":"2026-07-09","provenance":{"discovered_via":[{"source":"source:sap-community","channel":"agentic-ai-tag"}],"first_seen":"2026-09-18"},"drafted_with_ai":true},"readings":{"liveness":[{"label":"Checked against the source","tier":"unknown","evidence":"nobody has checked it"},{"label":"Source reachable","tier":"unknown","evidence":"not crawled"},{"label":"Age","tier":"good","evidence":"published 3 months ago"}],"compatibility":[{"label":"Version","tier":"unknown","evidence":"no version declared"},{"label":"Moved since?","tier":"good","evidence":"no recorded change after 2026-07-09"},{"label":"Findings","tier":"good","evidence":"none flagged"}],"reach":[{"value":681,"unit":"views"},{"value":0,"unit":"comments"},{"value":1,"unit":"likes"}]},"signals":{"views":681,"likes":1,"comments":0,"metrics_at":"2026-10-25"},"series":null,"edges":{"authors":[]}}