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    <title>DEV Community: ronnie R</title>
    <description>The latest articles on DEV Community by ronnie R (@ronnie_r_152dc2151d9449c6).</description>
    <link>https://dev.to/ronnie_r_152dc2151d9449c6</link>
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      <title>DEV Community: ronnie R</title>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6</link>
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    <item>
      <title>OK1046A-C Development Board VLAN Configuration Guide</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Fri, 20 Mar 2026 05:35:00 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/ok1046a-c-development-board-vlan-configuration-guide-5c9k</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/ok1046a-c-development-board-vlan-configuration-guide-5c9k</guid>
      <description>&lt;p&gt;Looking to isolate your network traffic on hashtag#NXP i.MX1046 platform?&lt;/p&gt;

&lt;p&gt;Our latest technical guide walks you through the step-by-step process of configuring VLANs (Virtual Local Area Networks) and 802.1Q tagging. By creating virtual interfaces, you can efficiently manage multiple broadcast domains on a single physical port, essential for secure and high-performance industrial networking.&lt;/p&gt;

&lt;p&gt;Check out the full tutorial here:&lt;br&gt;
&lt;a href="https://www.forlinx.net/article_view_791.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_791.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Breaking Through the AMP Debugging Bottleneck: JTAG Emulation for RK3568</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Mon, 16 Mar 2026 05:28:51 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/breaking-through-the-amp-debugging-bottleneck-jtag-emulation-for-rk3568-25bf</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/breaking-through-the-amp-debugging-bottleneck-jtag-emulation-for-rk3568-25bf</guid>
      <description>&lt;p&gt;&lt;a href="https://www.forlinx.net/article_view_788.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_788.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Essential CRA Compliance！Forlinx Embedded Achieves Dual IEC 62443 Certifications</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Mon, 09 Mar 2026 03:17:17 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/essential-cra-complianceforlinx-embedded-achieves-dual-iec-62443-certifications-2ckh</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/essential-cra-complianceforlinx-embedded-achieves-dual-iec-62443-certifications-2ckh</guid>
      <description>&lt;p&gt;The EU Cyber Resilience Act (CRA) marks a major shift in how digital and connected products are designed, developed, and maintained. &lt;/p&gt;

&lt;p&gt;At Forlinx, we’ve been proactively preparing for this transition. Forlinx Embedded achieves dual IEC 62443 Certifications, positioning the company to proactively meet upcoming regulations such as the EU Cyber Resilience Act (CRA). &lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.forlinx.net/article_view_783.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_783.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Porting Mobilenet_V3 Model for Handwritten Digit Recognition on OKMX8MP Linux 5.4.70</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Wed, 04 Mar 2026 06:56:17 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/porting-mobilenetv3-model-for-handwritten-digit-recognition-on-okmx8mp-linux-5470-4jj7</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/porting-mobilenetv3-model-for-handwritten-digit-recognition-on-okmx8mp-linux-5470-4jj7</guid>
      <description>&lt;p&gt;Our latest technical guide shows you how to deploy the MobileNet_V3 model for handwritten digit recognition on the OKMX8MP development board. &lt;br&gt;
We walk you through every step: from importing the MNIST dataset and training the model using the eIQ® Toolkit, to converting it to a high-performance TensorFlow Lite format for real-time inference.&lt;br&gt;
Read the full step-by-step guide here: &lt;br&gt;
&lt;a href="https://www.forlinx.net/article_view_781.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_781.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Optimizing Boot Time: How to Shorten Startup Duration on T536 (Linux 5.10.198)</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Sat, 28 Feb 2026 08:06:21 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/optimizing-boot-time-how-to-shorten-startup-duration-on-t536-linux-510198-11c5</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/optimizing-boot-time-how-to-shorten-startup-duration-on-t536-linux-510198-11c5</guid>
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          &lt;span class="mr-2"&gt;forlinx.net&lt;/span&gt;
          

        &lt;/a&gt;
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</description>
    </item>
    <item>
      <title>Real-Time Industrial Networking on RK3576</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Fri, 06 Feb 2026 07:18:11 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/real-time-industrial-networking-on-rk3576-1e7n</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/real-time-industrial-networking-on-rk3576-1e7n</guid>
      <description>&lt;p&gt;This article explores how PREEMPT_RT and EtherCAT are implemented on the Forlinx OK3576 platform, enabling hard real-time communication for industrial control and automation systems.&lt;/p&gt;

&lt;p&gt;👉 &lt;a href="https://www.forlinx.net/industrial-news/igh-ethercat-preempt-rt-forlinx-ok3576-776.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/industrial-news/igh-ethercat-preempt-rt-forlinx-ok3576-776.html&lt;/a&gt;&lt;/p&gt;

&lt;h1&gt;
  
  
  ForlinxEmbedded #EtherCAT #PREEMPT_RT #IndustrialAutomation #RealTimeLinux #OK3576
&lt;/h1&gt;

</description>
      <category>programming</category>
      <category>tutorial</category>
      <category>productivity</category>
      <category>architecture</category>
    </item>
    <item>
      <title>Training and Deploying YOLOv5 for Electric Bicycle Recognition on RK3568 Platform</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Wed, 04 Feb 2026 06:55:49 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/training-and-deploying-yolov5-for-electric-bicycle-recognition-on-rk3568-platform-2n70</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/training-and-deploying-yolov5-for-electric-bicycle-recognition-on-rk3568-platform-2n70</guid>
      <description>&lt;p&gt;Training and Deploying YOLOv5 for Electric Bicycle Recognition on RK3568 Platform👇&lt;br&gt;
✅ Environment Setup: Getting started with Anaconda, PyCharm, and LabelImg. &lt;br&gt;
✅ Training Pipeline: Fine-tuning YOLOv5 for custom object classes. &lt;br&gt;
✅ Model Optimization: Converting to .rknn using RKNN-Toolkit2. &lt;br&gt;
✅ Edge Deployment: Running real-time inference on the OK3568 SBC with optimized post-processing.&lt;/p&gt;

&lt;p&gt;Detailed Guide:&lt;br&gt;
&lt;a href="https://www.forlinx.net/article_view_775.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_775.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>HowTo Achieve Smooth USB-to-USB Networking Between Rockchip RK3588 and RK3562 Platform</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Mon, 19 Jan 2026 06:28:42 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/howto-achieve-smooth-usb-to-usb-networking-between-rockchip-rk3588-and-rk3562-platform-7p2</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/howto-achieve-smooth-usb-to-usb-networking-between-rockchip-rk3588-and-rk3562-platform-7p2</guid>
      <description>&lt;p&gt;HowTo Achieve Smooth USB-to-USB Networking Between Rockchip RK3588 and RK3562 Platform? 👇&lt;br&gt;
&lt;a href="https://www.forlinx.net/article_view_770.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_770.html&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;By leveraging a USB Virtual NIC solution, you can build reliable device-to-device networking without extra Ethernet hardware:&lt;br&gt;
🔹 Create instant TCP/IP links via Type-C. &lt;br&gt;
🔹 Simplify point-to-point debugging. &lt;br&gt;
🔹 Reduce hardware costs and switching overhead.&lt;/p&gt;

</description>
      <category>programming</category>
      <category>tutorial</category>
      <category>devops</category>
    </item>
    <item>
      <title>HowTo release GPIO interfaces for Cortex-M7 on i.MX8MP platform</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Thu, 15 Jan 2026 08:35:16 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/howto-release-gpio-interfaces-for-cortex-m7-on-imx8mp-platform-1opl</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/howto-release-gpio-interfaces-for-cortex-m7-on-imx8mp-platform-1opl</guid>
      <description>&lt;p&gt;HowTo release GPIO interfaces for Cortex-M7 on i.MX8MP platform👇 &lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Comment out the pinmux (pin multiplexing) configuration;&lt;/li&gt;
&lt;li&gt;Comment out all device nodes that reference the GPIO.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Click the link below for details:&lt;br&gt;
&lt;a href="https://www.forlinx.net/industrial-news/imx8mp-m7-gpio-release-linux-pinmux-769.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/industrial-news/imx8mp-m7-gpio-release-linux-pinmux-769.html&lt;/a&gt; &lt;/p&gt;

</description>
      <category>programming</category>
      <category>tutorial</category>
      <category>devops</category>
    </item>
    <item>
      <title>Guide to Porting and Configuring Nginx on OKMX6ULx Embedded Linux (Kernel 4.1.15)</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Fri, 09 Jan 2026 06:31:00 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/guide-to-porting-and-configuring-nginx-on-okmx6ulx-embedded-linux-kernel-4115-3dc0</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/guide-to-porting-and-configuring-nginx-on-okmx6ulx-embedded-linux-kernel-4115-3dc0</guid>
      <description>&lt;p&gt;&lt;a href="https://www.forlinx.net/article_view_768.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/article_view_768.html&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>Guide to TFTP Flashing the File System on Forlinx Embedded RK3568 Development Board</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Tue, 06 Jan 2026 07:57:54 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/guide-to-tftp-flashing-the-file-system-on-forlinx-embedded-rk3568-development-board-4hll</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/guide-to-tftp-flashing-the-file-system-on-forlinx-embedded-rk3568-development-board-4hll</guid>
      <description>&lt;p&gt;&lt;a href="https://www.forlinx.net/industrial-news/forlinx-rk3568-tftp-flash-guide-766.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/industrial-news/forlinx-rk3568-tftp-flash-guide-766.html&lt;/a&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>programming</category>
      <category>ai</category>
      <category>beginners</category>
    </item>
    <item>
      <title>Hardware Control of U-Boot Based on RK3576: Modification and Practice of Linux 6.1.84 Kernel Device Tree</title>
      <dc:creator>ronnie R</dc:creator>
      <pubDate>Thu, 18 Dec 2025 07:54:50 +0000</pubDate>
      <link>https://dev.to/ronnie_r_152dc2151d9449c6/hardware-control-of-u-boot-based-on-rk3576-modification-and-practice-of-linux-6184-kernel-device-1nkj</link>
      <guid>https://dev.to/ronnie_r_152dc2151d9449c6/hardware-control-of-u-boot-based-on-rk3576-modification-and-practice-of-linux-6184-kernel-device-1nkj</guid>
      <description>&lt;p&gt;Struggling with U-Boot  GPIO configuration on your Rockchip RK3576-based platform? Our latest guide walks through the full workflow from setup, kernel device tree modifications, to GPIO testing—helping you get hardware I/O working reliably under Linux.&lt;br&gt;
&lt;a href="https://www.forlinx.net/industrial-news/ok3576-c-rk3576-gpio-uboot-kernel-dtb-759.html" rel="noopener noreferrer"&gt;https://www.forlinx.net/industrial-news/ok3576-c-rk3576-gpio-uboot-kernel-dtb-759.html&lt;/a&gt;&lt;/p&gt;

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