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Show HN: A FPV Lego car, controlled in Rust
用 Rust 编程控制乐高赛车，实现 7-8 FPS 实时图传，FPV 遥控体验趣味拉满。
Article URL: https://dystroy.org/blog/picamobile/ Comments URL: https://news.ycombinator.com/item?id=48903145 Points: 3 # Comments: 1
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I built Regdrift, a CLI and GitHub Action for detecting breaking CMSIS-SVD changes
首款用于检测CMSIS-SVD寄存器破坏性变化的CLI和GitHub Action，自动对比固件寄存器映射，防止兼容性问题。
Hi guys, I've been working on Regdrift, my first open-source project. It's a CLI and GitHub Action that compares two CMSIS-SVD files to check whether …
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Show HN: Tool for Auditing Embedded Linux Hosts
一款可直接在目标嵌入式Linux设备运行的静态C二进制安全审计工具，零依赖、全功能覆盖U-Boot与TPM2.0。
I just shipped a major new feature to my embedded linux auditing tool - the ability to audit the kernel on embedded hosts. The agent that runs on the …
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Show HN: Python running on the Super Nintendo (in-browser demo)
复古硬核：在3.58MHz CPU和128KB RAM的SNES上跑Python，浏览器直接体验。
MicroPython (lexer, compiler and VM) on the SNES: 3.58 MHz 65816, 56 KB Python heap, 16-bit int. The REPL runs right inside the post via EmulatorJS an…
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Ask HN: Languages in the Age of AI
AI代码生成时代，嵌入式开发者反思C++、Python、Rust的选择是否还重要
Most of my professional work is in embedded systems, typically using C++. I've been doing more of my hobby work in Python (MicroPython/CircuitPython) …
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Embedded Arena: Iterative Optimization via Hardware Feedback
硬件反馈驱动的迭代优化新范式，Embedded Arena为嵌入式系统场景提供高效搜索策略
arXiv:2606.16190v1 Announce Type: cross Abstract: Embedded devices from wildlife monitoring stations to clinical wearables require local AI inference …
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Show HN: Ttar 2.4 KB freestanding TAR archiver written in C, no Libc
2.4KB纯C无libc的TAR归档器，极致精简适合嵌入式环境。
Article URL: https://github.com/Ferki-git-creator/ttar-tiny-tar-archivist Comments URL: https://news.ycombinator.com/item?id=48502574 Points: 1 # Comm…
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LLM for the ESP32-S3
在ESP32-S3上实现1.4 tok/s的LLM推理，跨板分布式运行，嵌入式AI新尝试。
Article URL: https://github.com/harmansingh4163-ai/ESP-32-s3-Story-maker-LLM Comments URL: https://news.ycombinator.com/item?id=48500424 Points: 1 # C…
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MobileFineTuner: A Mobile-Native Framework for On-Device LLM Fine-Tuning in Real-World Embedded AI Applications
移动端原生微调框架，让LLM在手机等嵌入式设备上也能高效定制，突破云端限制
arXiv:2512.08211v2 Announce Type: replace Abstract: Large language models (LLMs) are moving from cloud-centric services toward on-device embedded AI, …
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研扬推出 UP WCL 系列嵌入式产品：配英特尔 Wildcat Lake 芯片，最高 48GB 内存
研扬推四款UP WCL嵌入式新品，搭载英特尔Wildcat Lake芯片，支持最高48GB内存，含双网口版。
IT之家 6 月 11 日消息，科技媒体 videocardz 昨日（6 月 10 日）发布博文，报道称研扬科技（AAEON）推出 UP WCL 系列嵌入式产品， 搭载英特尔酷睿 Series 3 系列（Wildcat Lake）处理器，最高支持 48GB LPDDR5 内存。 Wild…
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Show HN: OpenCode powered coding workspace for microcontroller development
基于OpenCode的开源项目，为微控制器开发提供便捷的编码工作空间，值得嵌入式开发者一试。
Article URL: https://github.com/Razz19/Exort Comments URL: https://news.ycombinator.com/item?id=48471762 Points: 1 # Comments: 1
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I-Segmenter: Integer-Only Vision Transformer for Efficient Semantic Segmentation
只需整数运算的视觉Transformer，快速语义分割无需浮点，部署更高效。
arXiv:2509.10334v2 Announce Type: replace-cross Abstract: Vision Transformers (ViTs) have recently achieved strong results in semantic segmentation, y…
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绿联推出锐龙嵌入式 R2514 处理器 2+2 盘位 NAS 新品 DXP2800 GT
IT之家 6 月 8 日消息，绿联 (UGREEN) 今日面向全球市场宣布了 NASync DXP GT 系列 NAS，其中既有此前国内市场已推出的 4+2 盘位型号 DXP4800 GT，还有本次新公布的 DXP2800 GT。 DXP2800 GT 也基于 AMD 锐龙嵌入式 R2514 处理器…
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Toward a Modular Architecture for Embedded AI Agent Systems at the Edge
边缘计算与AI代理融合，模块化架构设计助力嵌入式系统高效部署
arXiv:2606.02862v1 Announce Type: new Abstract: The rise of Large Language Models (LLMs) has enabled agentic AI capable of complex reasoning and tool …
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Show HN: Prela – Purely Algebraic Relation Combinators
基于Tarski关系代数打造的嵌入式查询语言，简洁清晰且高效，采用延续传递风格实现列式执行。
Prela is an embedded query language based on Tarski's Algebra of Relations. Its queries are concise, clear, and fast. It is implemented by shallow emb…
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A full stack platform for Edge AI from Google
Google推出的边缘AI全栈平台Coral，集软硬件于一体，加速本地AI模型部署
Article URL: https://developers.google.com/coral Comments URL: https://news.ycombinator.com/item?id=48323506 Points: 1 # Comments: 0
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The Silent King: Why Low-Level C Programming Remains Vital for Control Systems
C语言在控制系统中的不可替代性，揭示底层硬件交互的独特优势与编程哲学。
With the massive popularity of high-level languages like Python and JavaScript, it is easy for modern students to dismiss low-level languages like C a…
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Forensic analysis of STM32F7 firmware failure modes in drone swarms
深度技术分析，解析无人机蜂群中STM32F7固件故障模式，附完整数据与免费访问链接，适合嵌入式与AI交叉领域研究者。
Free-access link to the full forensic analysis and data sources: https://medium.com/@Forensic-Archive/the-compute-war-how-ukraines-ai-driven-autonomou…
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Why AI Hardware Is a Chip Layer Problem
在小型芯片上部署AI模型，Edge Impulse让你从云端到边缘一步到位，专为低功耗设备优化。
Article URL: https://www.easelinktech.com/why-every-electronic-product-may-need-to-be-rebuilt-for-on-device-ai-the-chip-layer-will-decide-the-next-har…
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Rcarmo/iOS-terax-AI: Personal fork of Terax for integration with iOS-Linux-kit
在iPadOS上运行桌面级AI终端，通过嵌入LinuxKit打破iOS限制，实验性但思路新颖。
Article URL: https://github.com/rcarmo/ios-terax-ai Comments URL: https://news.ycombinator.com/item?id=48173169 Points: 1 # Comments: 0