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Full-stack web developer, AI engineer & growth marketer. Building production-grade apps and intelligent solutions.

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    All Labs
    AI
    Web Speech
    Dictation
    No-Invention Prompting

    Dictate & Enhance

    The field-crew writing tool shipped on every paragraph input of a production field-service platform: browser Web Speech dictation appends phrases hands-free, then a context-aware no-invention prompt fixes grammar, flow, and dictation errors. The hard rule — preserve every number exactly — is verified client-side after each run.

    Dictate & Enhance

    Web Speech
    No-Invention Prompting
    Field Notes
    Live LLM

    How it works

    1. Dictate appends each spoken phrase via the browser Speech API — no audio leaves the device
    2. Enhance sends the text to a context-specific prompt: fix grammar, flow & dictation errors
    3. The hard rule: never invent details, preserve every number exactly — verified below after each run
    4. Unkeyed deployments get a deterministic cleanup instead of AI

    From real client work

    This exact widget ships in a production field-service platform on every paragraph input — inspection notes, service-day work logs, project notes. Techs talk while their hands are dirty; the office gets clean, professional text. The context picker matters: an inspection note and a customer email deserve different polish.

    Full voice conversation, same stack