Visibility Into the Black Box

I built an AI pipeline that ships production code to a ten-year-old Rails monolith about 90% of the time. But when it fails, or when I change something and want to know if it helped, I'm guessing. Three days of migrating to swamp gave me structured data for every decision the pipeline makes.