Question 282
Claude Code runs headless inside a CI/CD pipeline: automated code reviews, test generation and pull-request feedback — with prompts designed for actionable findings and few false positives.
Read the full scenario lessonYour pipeline reviews approximately 200 database-migration scripts daily using the Message Batches API. Each request includes a shared 8,000-token system prompt containing migration review guidelines and schema documentation, followed by an individual migration script. You added cache_control breakpoints to the shared system prompt in every request, but monitoring shows cache-hit rates of only 32%, with misses concentrated among requests processed later in the batch window. Which change addresses the root cause without adding sequential-processing latency?