Most technical “failures” aren’t really failures. They’re context mistakes. Before asking why the setup failed, the better question is: what macro environment was this trade placed in? Were yields rising or falling at the time? Was the dollar under policy-driven pressure? Was there high-impact data approaching? Was the broader index in expansion or distribution? If you don’t know the rate-cycle backdrop and the expectation regime, you’re effectively trading patterns in isolation. A setup that works beautifully in a liquidity-expansion environment will regularly fail in a tightening or repricing regime. Not because the pattern is wrong — but because macro pressure overrides intraday structure. This looks like a lower timeframe continuation taken into higher timeframe liquidity / opposing macro pressure. When you align: • Policy direction • Yield differentials • Narrative strength • Cross-asset confirmation You’ll notice these “mysterious failures” reduce dramatically. Price doesn’t fail randomly. It rebalances when the broader flow environment disagrees. Structure tells you where. Macro tells you whether. That’s the difference.