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      <image:title>Blog - AI Is a Force Multiplier, If You Know Where to Apply It - I don’t think AI is controversial because it’s dangerous, I think it’s because it makes leverage uneven and makes people fearful.</image:title>
      <image:caption>Whenever any new tool or technology dramatically increases speed, output, or reach, it tends not to lift all organizations equally: it rewards those that understand how to apply it and those that don’t are left behind. We’ve seen this pattern over the last few decades, with spreadsheets, databases, email, and cloud infrastructure. AI is going to follow the same trajectory, but at a much larger scale.</image:caption>
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      <image:title>Blog - Why Engineers Should Think Like CFOs - Every API call is a financial decision.</image:title>
      <image:caption>Most engineers don’t realize this, and they aren’t trained to think this way, because the cost of modern software is very rarely clear when a decision is made. Instead the cost becomes visible later as usage scales, as traffic spikes, or as systems begin to strain in ways that require more infrastructure, more safeguards, and more operational attention. By then though the architecture is already locked in and we’re likely committed for an extended period of time - sometimes years.</image:caption>
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