{"type":"post","stable_id":"post:capella-iq-multimodel-production-loop","slug":"capella-iq-multimodel-production-loop","title":"Capella iQ Treats Model Choice As Configuration Backed By A Continuous Benchmark Loop","description":"Capella iQ separates tenant and provider configuration from application logic, uses private Bedrock connectivity and cross-region inference, and continuously benchmarks models before promotion.","retrieval_nugget":"The production path runs from EKS through a VPC endpoint to Bedrock, with namespace-level model settings and region failover. The reported 76 percent accuracy is an internal Couchbase/AWS evaluation, not an external universal score.","published_at":"2026-07-20","updated_at":"2026-08-06","record_date":"2026-07-20","date_kind":"published_at","topics":["multi-model","model-routing","resilience","amazon-bedrock","benchmarks"],"entities":["Couchbase","Capella iQ","Amazon Bedrock"],"source_urls":["https://aws.amazon.com/blogs/machine-learning/how-couchbase-built-a-multi-model-ai-architecture-for-capella-iq-with-amazon-bedrock"],"source_format":"article","editorial_timing":{"lane":"regular_hourly","scheduled_at":"2026-08-08T09:00:00+03:00","real_news_delta":"owner-approved primary-source mechanism or merged analysis"},"visual_decision":{"status":"included","reason":"the central mechanism is a flow, loop, architecture, decision, or state transition that benefits from a diagram","reviewed_by":"codex"},"schema_version":"newruntime-agent-readable-v0.2","status":"published","visuals":[{"role":"hero","src":"/images/drip/capella-iq-multimodel-production-loop/capella-iq-multimodel-production-loop.webp","alt":"A whiteboard production architecture showing tenant configuration, private model invocation, cross-region inference, and a continuous benchmark-and-promotion loop.","caption":"New Runtime synthesis from How Couchbase built a multi-model AI architecture for Capella iQ with Amazon Bedrock."}],"routes":{"html":"https://newruntime.com/posts/capella-iq-multimodel-production-loop/","markdown":"https://newruntime.com/posts/capella-iq-multimodel-production-loop.md","json":"https://newruntime.com/posts/capella-iq-multimodel-production-loop.json"}}