Confluent Tuning Advisor

Turns a workload's priority (latency, throughput, availability, or durability) into a concrete, platform-appropriate recommendation: which Kafka settings to change, from what to what, why, what it trades against, and how the administrator should validate it afterward. Targets Confluent Cloud and Confluent Platform only. Kafka only — Flink (including Flink SQL job tuning) is out of scope; see the "Do NOT trigger" clause in the description.

These four priorities are not independent — every recommendation trades against at least one other axis. The core job of this skill is to make that trade-off explicit, not to pretend a free lunch exists.