#STM32 embedded development
36 related articles
·4 min
Project Rai-chan Technical Breakdown: A Complete Guide to Building a Fully Local AI Companion
Deep dive into Project Rai-chan's tech stack: Ollama+Gemma local LLM, Unity rendering, VOICEVOX speech synthesis, and more — exploring the technical path for local AI companions.
Read more →
·5 min
Open-Source STEM Education Robot: Smart Ball-Fetching Interaction Powered by Edge AI Object Detection
An open-source STEM education robot using Edge Impulse edge AI for local object detection, teaching kids computer vision and ML through an engaging ball-fetching game with anthropomorphic design.
Read more →
·3 min
Why Kimi K3's Open-Source Model Has OpenAI and Anthropic Running Scared
Deep analysis of the AI industry shockwave triggered by Kimi K3: the double standard behind distillation accusations, performance comparisons with GPT-5.5, real security concerns, and how open-source models threaten closed-source giants.
Read more →
·3 min
Why Kimi K3's Open-Source Model Has OpenAI and Anthropic Running Scared
Deep dive into why Kimi K3 is rattling OpenAI and Anthropic: distillation double standards, GPT-5.5 comparisons, real security risks, and how open-source models threaten closed-source business models.
Read more →
·5 min
Inside Cursor: How Recursive Model Improvement Enables AI to Self-Evolve
A Cursor ML engineer breaks down AI training methodology: outer/inner loop acceleration, preventing reward hacking, textual feedback, and recursive self-improvement (RSI) where models train the next generation.
Read more →
·4 min
NRF52840 Bluetooth Keyboard Development: Hardware Selection and AI-Assisted Project Setup
Building an NRF52840 Bluetooth left-hand keyboard from scratch: why NRF52840+ZMK, AI-assisted project init, pin assignment, and real-world debugging of Bootloader offsets and Kconfig configuration.
Read more →
·5 min
AI Coding Getting Worse With Every Edit? Skills v1.1 Reveals the Real Cause and Solution
AI code getting messier with edits? The root cause isn't weak model capability but a lack of context and process. A deep dive into Matt Pocock's Skills v1.1: grilling, vertical-slice tickets, TDD, and WebFinder.
Read more →
·3 min
Sent Hundreds of Resumes with No Response? A Deep Dive into Tech Job Search Struggles and How to Break Through
Sending hundreds of resumes with no response? This article breaks down the core pain points in today's tech job market — ATS filtering, spray-and-pray fatigue, neglected referral channels — and offers actionable strategies to break through.
Read more →
·2 min
The Complete TypeScript Guide: How JavaScript's Superset Came to Dominate Modern Web Development
TypeScript is Microsoft's JavaScript superset that catches errors at compile time via static type checking. Explore its core benefits, ecosystem, and trade-offs.
Read more →
·3 min
The State of Gemini Nano Multilingual Support: When Will Hebrew and Arabic Be Available?
Gemini Nano's on-device AI model currently has limited language support, with no official timeline for RTL languages like Hebrew and Arabic. This article explores the technical bottlenecks, commercial priorities, and future outlook.
Read more →
·4 min
A Deep Dive into Claude Cookbooks: A Guide to the Official 47K-Star Hands-On Code Repository
Anthropic's open-source Claude Cookbooks project offers runnable Jupyter Notebook examples covering RAG, Tool Use, multimodal processing, and more—helping developers master Claude API best practices.
Read more →
·2 min
Claude Code Templates: A CLI Guide for One-Click Configuration and Real-Time Monitoring
davila7/claude-code-templates is an open-source CLI tool built for Claude Code, supporting template-based configuration and usage monitoring, with nearly 30K GitHub stars. Learn its core features and how to get started.
Read more →
Local Coding Agents in Practice: A Com…
·6 min
Local Coding Agents in Practice: A Complete Guide to Replacing Your Claude Subscription with Open-Source Models
An in-depth look at local coding agents—core concepts, advantages, and real challenges. Compare against Claude Code and learn to build a zero-subscription, private AI coding workflow with open-weight models.
Read more →
·4 min
Docx-CLI: An Open-Source Tool That Boosts AI Agent Word Document Efficiency by 50%
Docx-CLI is an open-source CLI tool for AI agents that strips redundant XML and enables precise editing, helping LLM agents save half the tokens and time on Word docs.
Read more →
·6 min
SK Hynix's Record $26.5B IPO: The AI Memory Chip Boom and the U.S. Factory Chess Game
SK Hynix completed a record $26.5B IPO—the largest by a foreign company in U.S. history. Explore the HBM memory boom, U.S. pressure to build local fabs, and the geopolitical restructuring of chip supply chains amid the AI wave.
Read more →
·4 min
Spring AI Alibaba Graph in Practice: HR Recruitment Workflow Agent Design and Core Technical Analysis
Build an HR recruitment workflow Agent with Spring AI Alibaba Graph, covering resume parsing, job matching, tiered question generation, HITL checkpointing, and time travel state rollback across 20 core technical points.
Read more →
·7 min
Rowboat: An Open-Source, Local-First Alternative to Claude Desktop
Rowboat is an open-source, local-first AI desktop client positioned as a Claude Desktop alternative. Local data storage and fully transparent code help developers control privacy and workflows.
Read more →
·7 min
GPT-5.6 Hands-On: A Complete Breakdown of the Three New Models — Soul, Terra, and Luna
OpenAI unveils the GPT-5.6 family — Soul, Terra, and Luna. Flagship Soul offers a 500K-token context and built a Pokémon RPG in 31 minutes. Plus Fable 5, GLM 5.5, and Grok 4.5 updates.
Read more →
·7 min
Claude Sonnet 5 Released: The Most Capable Agent Model at Mid-Tier Pricing
Anthropic releases Claude Sonnet 5, its most agentic Sonnet model yet. With planning, browser/terminal tool use, and autonomous execution, it brings flagship Agent capabilities to mid-tier pricing.
Read more →
·7 min
Claude Sonnet 5 Released: The Most Powerful Agent-Capable Mid-Tier AI Model
Anthropic releases Claude Sonnet 5, its most agentic mid-tier model with planning, browser/terminal tool use, and autonomous execution—bringing flagship Agent capabilities at significantly lower cost.
Read more →