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Oído, ESP32-S3 üzerinde cloud veya NPU olmadan open-vocabulary speech recognition çalıştırmayı hedefleyen C tabanlı bir ASR motorudur.

Neden yükseliyor · Düşük maliyetli bir mikrodenetleyicide open-vocabulary ASR çalıştırma iddiası ve README’de verilen LibriSpeech sonuçları dikkat çekiyor. Repo 1 günlük ve 46 yıldız almış olsa da son 28 gündeki 6 commit’in tek yazardan gelmesi, ilginin henüz bağımsız benimseme veya sürdürülebilir geliştirme kanıtı olmadığını gösteriyor.

OAK, C++ ile cihaz üzerinde AI agent çalıştırmayı hedefleyen, bazı agent özelliklerini açık kaynak modüller olarak sunan alpha aşamasındaki bir projedir.

Neden yükseliyor · 48 günde 1170 yıldız almış; on-device AI, gizlilik ve Qualcomm NPU desteği ilgi çekici bir konumlandırma. Ancak yükselişin özel nedenini mevcut veriden belirlemek mümkün değil. Son 28 günde commit ve farklı yazar sayısı sıfır; README’deki performans ve karşılaştırma iddiaları da burada bağımsız doğrulanmış kanıt sunmuyor.

`qemu-harness`, farklı mimarilerdeki kernel’leri QEMU’da başlatıp guest içinde komut çalıştırmayı ve IoT/embedded test ortamlarını hazırlamayı kolaylaştıran bir araçtır.

Neden yükseliyor · Ölçümlerde repo 1 günlük ve 30 yıldızlı; bu erken ilgiyi gösterir, ancak yükselişin nedeni veya kalıcılığına dair yeterli veri yok. Son 28 günde 3 commit ve 1 farklı yazar olması da aktivite kanıtını sınırlıyor.

An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that s

The ESP32-S3 bench guide as a React app: live pinout, lessons with interactive simulators, a code reader for the esp-labs firmware, and the

The open-source operating system for physical AI.

A 14M-parameter LLM keeps a virtual fish tank alive on an $8 ESP32-S3 — distilled from a 26B teacher into 7.56 MB, no network.

The memory & storage engine for AI agents. Multi-model, edge-to-cloud, PostgreSQL-compatible.

A ternary, zero-heap tiny language model that runs inside a $2 microcontroller — bit-exact Python <-> C99 <-> Cortex-M3 (QEMU) parity. Apach

Distributed 56M-parameter LLM inference across 3 ESP32-S3 boards via ESP-NOW , Split-PLE + KV cache, fully offline.

The 30 MB open-source edge AI agent runtime. Run AI agents offline on Linux (Raspberry Pi, Jetson). GPIO, UART, MQTT as first-class nodes. I

AI桌面人形机器人 — ESP32-S3全栈运行，不会开口说话，22种情绪+关系成长+6路舵机AI控制，全栈开源(CC BY-NC-SA 4.0)

KK — a procedural 60fps avatar for the M5Stack StopWatch

559 K パラメータの日本語 TTS を ESP32-S3 で実時間合成。漢字かな交じり文の形態素解析・アクセント推定まで端末内で走る（M5Stack CoreS3 実機で確認）。推論は依存ゼロの C99、ブラウザ demo あり。arXiv:2608.21378 sanoTT

Resilient offline-first sync engine -- WAL replication with Hybrid Logical Clocks, Version Vectors, mTLS, and ChaCha20-Poly1305 encryption a

An agent-native runtime for embedded devices, powered by PocketJS. Build installable, updatable JavaScript apps for people and agents.

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte frames, 27.6KB flash / 0.6KB RAM measured on ESP32, capability-

A host-side, scriptable command-line terminal for Segger-RTT; Also the AI-ready command line for embedded validation.

Multi-agent orchestration & workflow engine. Declarative YAML workflows, LLM coordinator with hub-and-spoke mailboxes, race-safe delivery. O

让 AI 自己编译、烧录、上板验证 STM32 固件，崩溃能定位到源码行 | Closed-loop STM32 development for AI coding agents

Live English speech recognition on the ESP32-P4: a 65.7M-parameter streaming transducer in 2/4-bit weights, faster than real time, on the ch

QEMU digital twin of Microchip dev boards and MikroE Click boards, checked against silicon: live board view, logic-analyzer timeline, fault

Rust inference engine for a 28.9M-parameter PLE TinyLM on the ESP32-S3 — 9.4 tok/s, faster than the C implementation it was ported from

AI-Native Embedded Development Environment

boots your firmware and inference on N real targets. 0 setup, 0 hardware to own.

Offline speech-to-text on the STM32N6 microcontroller: free English speech recognition on the NPU, no cloud

Give AI hands to touch silicon — an MCP server for SEGGER J-Link, OpenOCD and Black Magic probes. Flash, halt, step, stream RTT logs and dec

Professional Serial Port Debugging Assistant with Modbus, PLC, CAN, I2C/SPI support and MCP server

Pixel-Pets: A local, open-source virtual pet ecosystem on M5Stack. 100% AI-authored C++ (Claude) by a 10yo maker. Includes Muffin (LLM), Vis

Natural-sounding streaming text-to-speech for the ESP32-S3: 4.4 M params, 4.9 MB, no cloud, no NPU

Raspberry Pi Pico 2 W port of Claude Desktop Hardware Buddy, with BLE firmware and a 3D-printable case.

The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude C

Desktop app for ChipWhisperer side-channel and fault-injection hardware: live waveforms, capture, CPA, glitch sweeps, UART/SPI/JTAG/SWD inte

Develop and debug FoloToy AI Passport firmware without the device: an ESP32-C3 emulator that runs unmodified ESP-IDF images in the browser (

Let your coding agent develop firmware on the real board, with the hardware as the gate.

⚡ Write it once in TypeScript, run it natively everywhere. Desktop apps without a browser, games, 3D, video and hardware: from Mac, Windows

Voice assistant for the M5Stack Cardputer ADV. Two API keys, no middleware — Claude in your pocket.

NeuraPHP brings local AI embeddings to PHP - no APIs, no subscriptions, no external services

Compact USB-C development board concept built around the Microchip ATSAMD11D14A, developed by UI.

KDock: the embedded-specialized AI agent platform with the whole toolbox built in — serial/network I/O, flashing, OTA, device files, scope,

Serial port MCP server for Claude Code, Codex, Opencode and AI agents. Reliable UART/USB-serial access for embedded development.

AI 原生的跨平台终端工具｜内置 MCP 让 AI 直接操控串口/SSH/Telnet 设备｜Serial · SSH · Telnet · PTY · SFTP · TFTP

Open-source firmware for the MultiNav Pro+ long-range Bluetooth Low Energy (BLE) module based on STM32WB07. Designed for robotics, drones, i

A Unix-like shell for microcontrollers and PCs: users, files, .tdsh scripts, Wi-Fi and Ethernet, SSH/SFTP, FTP, SMB mounts, SD card. Tested

LibreDB is a small, readable, embeddable, multi-model database. One ordered key-value core, thin model lenses on top.

Pocket-sized AI agent for embedded Linux in pure C — OpenAI-compatible, tool calling, streaming, ~550KB binary. Runs on routers (MT762X/Open

AI Agent skill for TI MSPM0 (G3507/G3519/L1306): SysConfig validation, board-aware pin safety for LCKFB Tianmengxing/Dimengxing/Dizhengxing,