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AI vs. Automation: The Shift That’s Changing Agency Workflows

If you’ve evaluated new technology recently, you’ve likely noticed how quickly “AI-powered” capabilities become part of the conversation. From automated emails to workflow triggers to renewal reminders, many capabilities are grouped together. In practice, they serve different roles and are …

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Did AI write this newsletter?

As AI detectors flag human prose, the real question may be less about who wrote it and more about whether the writing is any good

The Ablation Had Four Arms. None Matched What Shipped.

Originally published on hexisteme notes . I had an ablation script with four defined arms before I wrote a single line of the fix I meant to ship.

  • Four arms in ablation script: C0, C1, C2, C3
  • C0 replicated existing audit script
  • C4 represented intended fix with FIRE count 45

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