01 / RUNBOOK NAVIGATOR
Find the passage.
Check the source.
Troubleshooting Kubernetes? Search a small, pinned set of official docs. See the original passages and follow the evidence before changing your cluster.
What are you investigating?
6 documents / KubernetesLoading the public documentation snapshot…
Results will show exact source text. This tool does not diagnose your cluster or execute commands.
02 / WHAT YOU CAN VERIFY
A small tool with a visible evidence chain.
From raw docs to passages
Six official Markdown files pass through OpsVerse’s parser, chunker, quality filters, and security checks. The browser searches that generated corpus with term overlap.
Bounded evaluation
Development and held-out query cases compare term overlap against BM25. Results include failures and unsupported queries. These checks evaluate retrieval, not model answer quality.
Inspect evaluation ↗Serving research, separately
The historical T4 experiments compare full serving configurations. GPU results are stored evidence; SFT improvement and completed DPO are not established.
Read the claims ledger ↗