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AFRT: what it counts, what it never keeps
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<title>AFRT: Adaptive Feedback Response Technology | DNX OS by Denovarix</title>
<meta name="description" content="AFRT adapts DNX OS to how you work by counting, never by reading. Off until you switch it on. Coming, opt-in.">
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<h1>AFRT</h1><p class="sub">Adaptive Feedback Response Technology</p>
<p class="lead">Software that adapts to you without reading you.</p>
<p>AFRT is part of <a href="https://denovarix.com/dnx-os/">DNX OS</a>, the business operating system we are building in India at Denovarix Technologies LLP. It is coming, and it is opt-in.</p>
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<h2>It counts. It does not read.</h2>
<dl><div><dt>Which app was opened</dt><dd>Mail, Files, Sheets. The name of the app, nothing inside it.</dd></div><div><dt>Which screen or settings page</dt><dd>So the next update can put what you use within reach.</dd></div><div><dt>Which theme is in use</dt><dd>So defaults match what people choose.</dd></div><div><dt>That the microphone opened something</dt><dd>That voice was used, never what was said.</dd></div><div><dt>The hour of day</dt><dd>Twenty-four counters. Nothing finer than the hour.</dd></div></dl>
<h2>What it can never keep.</h2>
<dl><div><dt>File names</dt><dd>An event must be a short lowercase identifier. A file name is refused.</dd></div><div><dt>Messages, searches, anything typed</dt><dd>There is no event kind for content.</dd></div><div><dt>Your name or a device ID</dt><dd>Neither is in what it stores or exports.</dd></div><div><dt>Unlimited history</dt><dd>At most 400 distinct things are counted.</dd></div></dl>
<h2>You hold the switch.</h2>
<dl><div><dt>Off until you switch it on</dt><dd>Settings, then Privacy &amp; security.</dd></div><div><dt>Read exactly what is held</dt><dd>One screen, in plain words. Save it to a file if you want.</dd></div><div><dt>Wipe it in one click</dt><dd>Switching it off wipes it too.</dd></div><div><dt>Nothing leaves the PC</dt><dd>Sharing with Denovarix would be a separate, later step that shows you the same summary first.</dd></div></dl>
<h2>What it does not do yet.</h2>
<p>It does not rearrange the interface for you today, and Nova, the assistant in DNX OS, does not learn from it today. It is not in a released build: DNX OS opens its beta in December 2026 and launches in January 2027. What exists is the counting, the limits, the switch, the summary and the wipe. The source code is not published yet.</p>
<div class="slides"><img src="assets/afrt-3.jpg" alt="AFRT counts. It does not read." width="1080" height="1350" loading="lazy"><img src="assets/afrt-4.jpg" alt="What it can never keep" width="1080" height="1350" loading="lazy"><img src="assets/afrt-5.jpg" alt="You hold the switch" width="1080" height="1350" loading="lazy"></div>
<footer><p><a href="https://denovarix.com/dnx-os/">DNX OS</a> · <a href="https://denovarix.com/beta/">Beta programme</a> · <a href="https://github.com/Denovarix/afrt">GitHub</a></p><p>© 2026 Denovarix Technologies LLP, West Bengal, India.</p></footer>
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