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Category: LLMOPS x Reset all
SQL Assistant for Spring Boot: Guardrails, Read-only Enforcement, and Audit Logs
Verified LLMOPS Advanced

A runnable assistant that converts natural language questions into SQL with schema grounding, read-only enforcement, and full audit logging.

Source Compose Evidence
Execution evidence included
LLM Observability for Spring AI OpenTelemetry Tracing to Langfuse (Self-Hosted)
Verified LLMOPS Advanced

This solution provides a runnable Spring Boot setup that instruments Spring AI with OpenTelemetry and exports traces to a self-hosted Langfuse stack.

Source Compose Evidence
Execution evidence included
LLM Eval Harness for Spring Boot: Golden Sets, Regression Tests, and CI Reports
Verified LLMOPS Advanced

A runnable evaluation harness that tests prompts/RAG outputs against golden datasets, computes metrics, and generates CI-friendly reports and evidence packs.

Source Compose Evidence
Execution evidence included