[Verse 1] When specs are vague and goals unclear Teams build in circles, year by year But there's a way to cut through haze With frameworks that will guide our days Start with impact, make it plain If we build this, what's the gain? State your hypothesis up front Connect the cause to what you want [Chorus] From ambiguity to clarity Two frameworks, use them carefully Impact hypothesis shows the way Minimum viable keeps waste at bay Test and learn, don't over-plan Question every spec you can From ambiguity to clarity That's how great products come to be [Verse 2] "If we build X then Y will grow By Z percent" - now teams will know Because of W, our key assumption Test it quick without presumption When failure comes, it teaches well Not just "it failed" but why it fell Make every setback informative That's how the best teams learn to live [Chorus] From ambiguity to clarity Two frameworks, use them carefully Impact hypothesis shows the way Minimum viable keeps waste at bay Test and learn, don't over-plan Question every spec you can From ambiguity to clarity That's how great products come to be [Bridge] Don't write a hundred-page design Find three decisions, draw the line The highest risk, the biggest cost Get those wrong and time is lost Map the value stream today From user need to value's way Every step that doesn't serve Question if it has the nerve [Verse 3] Minimum viable clarity Not maximum complexity Just enough to kill the doubt Leave the rest for working out Trace the path from need to worth Every requirement, prove its birth Does it connect to value flowing? If not, consider where it's going [Chorus] From ambiguity to clarity Two frameworks, use them carefully Impact hypothesis shows the way Minimum viable keeps waste at bay Test and learn, don't over-plan Question every spec you can From ambiguity to clarity That's how great products come to be [Outro] Build with purpose, test with care Cut through ambiguity's snare Two simple frameworks light the path From fuzzy dreams to solid craft
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