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LLMOps & ProductionEasy· CI/CD· Latency· Rate Limiting

Your team wants to add a truthfulness check to the pull...

Before integrating a rigorous factuality check into a CI pipeline, you must verify if the infrastructure can support it. Weekly benchmarks are often sized for low-frequency use; running them on every pull request may exceed rate limits or budget constraints. If the oracle cannot handle the volume, you should opt for a simpler, context-only faithfulness check that does not require external queries.

Code playground (Python)