Recent examples from this platform: a 100% Azure SQL DTU saturation event traced to a 17-month-old unindexed polymorphic query; Tomcat thread exhaustion caused by a 5:1 mismatch between the thread pool and the Redis connection pool; three of ten monitored cron jobs silently not executing in production, leaving failed order processes with no retry path; and a single cart containing 3,926 units of one item generating roughly 41,000 database statements per price refresh, degrading order placement site-wide. Continue the AI-assisted engineering program already funded on this team: an in-repo agent governance layer, five purpose-built MCP servers (build and test tooling, guardrailed production query, HAC, log analysis, Dynatrace), and eighteen repeatable skills covering release-readiness scanning, deterministic daily order reporting, ImpEx and Groovy change safety, PR summarization, and TDD.