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        <title>Field Notes — Aditya Chilka</title>
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        <description>Working notes on the engineering decisions behind connected hardware — IoT wireless, PCB design for manufacturing, edge AI/TinyML, and prototype-to-production.</description>
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        <managingEditor>aditya@rapidcircuitry.com (Aditya Chilka)</managingEditor>
        <lastBuildDate>Fri, 29 May 2026 09:00:00 +0530</lastBuildDate>
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            <title>Choosing a wireless protocol for your IoT product</title>
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            <pubDate>Fri, 29 May 2026 09:00:00 +0530</pubDate>
            <description>BLE, Wi-Fi, LoRa/LoRaWAN, and cellular (LTE-M / NB-IoT) compared on range, power, bandwidth, and cost — a practical decision guide.</description>
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            <title>Designing PCBs for first-pass manufacturing</title>
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            <pubDate>Fri, 29 May 2026 09:00:00 +0530</pubDate>
            <description>A practical DFM checklist for getting boards right on the first build — footprints, fabrication margins, assembly, panelisation, and test access.</description>
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            <title>Edge AI on microcontrollers: running TinyML in production</title>
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            <pubDate>Fri, 29 May 2026 09:00:00 +0530</pubDate>
            <description>When to run ML on the device instead of the cloud, what fits in a few hundred KB of RAM, and how to ship TinyML on the ESP32, STM32, and nRF52.</description>
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            <title>From prototype to production: a hardware product timeline</title>
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            <pubDate>Fri, 29 May 2026 09:00:00 +0530</pubDate>
            <description>The real stages — EVT, DVT, PVT — of taking an electronic product from working prototype to manufacturable hardware, and where schedules slip.</description>
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