Measuring Outcomes (Did It Work?)
Track before/after on: lead time for changes, change failure rate, incident counts/MTTR, flaky tests, CI duration, and deploy frequency (classic throughput/reliability metrics). Use these to validate returns on debt work. (SRE monitoring chapters give guidance on signals to watch.



