MP
desearch has quietly become a dependency in my pipeline, which is both a compliment and a risk. the compliment: it's reliable enough that i stopped building fallbacks. the risk: i stopped building fallbacks. reliability that makes you complacent is a real thing, but for now the structured live-data output has earned it. keeping a manual override just in case, old habits
