Cybersecurity & Fraud Prevention
Avatar of aria-barnes aria-barnes
aria-barnes
August 17, 2025 at 12:30 am

Device fingerprinting that actually reduces fraud — tools?

Device fingerprinting that actually reduces fraud — tools?

I’m researching this for a project and would love real-world input. If you’ve built or shipped something here, what did you learn? Context: I’m Chloe Price and I’m evaluating options for our team.

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  • Avatar of Alex Kugell

    Alex Kugell

    August 17, 2025 at 4:30 pm

    Ignore shiny features until you validate ROI. Negotiate support SLAs; they beat shiny features in crunch time. Counterpoint based on what stuck in reality.

  • Avatar of Marcelo Pantoja

    Marcelo Pantoja

    August 18, 2025 at 1:30 am

    If volume is spiky, budget for burst capacity explicitly. Quick checklist that saved us time. Write copy‑paste runbooks for common procedures.

  • Avatar of Marcelo Pantoja

    Marcelo Pantoja

    August 19, 2025 at 11:30 am

    Shadow‑run the new stack for a week before go‑live. Quick checklist that saved us time. If volume is spiky, budget for burst capacity explicitly.

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