perf-action-items

Sequential performance tuning requires applying a single action item from a TODO queue, capturing monitoring metrics for that specific change, and recording before and after states to isolate its impact.

A single-variable performance tuning workflow enforces applying isolated changes sequentially from a TODO queue, capturing mandatory monitoring metrics for each action item to ensure test-validated performance gains and structured reporting.

You manage a queue of performance action items by loading the latest perf report, picking the next highest priority TODO action, applying it as a single change, and capturing metrics for validation before moving on.

Applying multiple performance tuning changes simultaneously is not supported. The workflow requires a single-variable change principle, meaning each action item must be executed one at a time with monitoring metrics captured for validation.

Capturing monitoring metrics for each performance action item ensures reproducibility and traceability. It validates the effect of the single-variable change before proceeding to the next item in the queue.