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viditparashar.me/faqFAQ

Are the numbers on this site real?

Yes, and each one says how it was measured. The 40% documentation time saving was during pilot deployments, not sustained scale. The 95% wake word accuracy is my own testing, not a benchmark. Where I have no data — like whether Resup.dev improves interview rates — the page says so.

Every case study has a section called 'What this did not do'. It is the most useful part of each one, and the reason to trust the rest.

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  1. viditparashar.meviditparashar.me › about › how-i-work

    How I work

    … early — because a feature that abstains gracefully can ship, and one that guesses confidently cannot. Measurement before opinions. A number ends an argument that a…

  2. viditparashar.me/faqviditparashar.me › faq › how-you-work

    How do you work day to day?

    FAQ

    Measurement before opinions. The first thing I add to an AI feature is a way to tell whether a change made it better, because otherwise every prompt edit is a guess…

  3. viditparashar.meviditparashar.me › about › what-i-dont-do

    What I don't do

    … the bar, and I would rather you know that from this page than from an interview. Search this site for something I have not worked on and you get a real zero-results…

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