Democratizing robotics for everyone. From AI vision to biomechanical modeling, I break down complex engineering concepts for thinkers and builders.
In April 2026, Agentic AI is expanding beyond the digital realm and into the physical world and the frontlines of cybersecurity. We explore the latest trends through Sony AI's table tennis robot 'Project Ace' and Anthropic's 'Project Glasswing'.
Analyzing the impact of Anthropic's ultra-high-performance reasoning model 'Claude Mythos' on the security landscape: Autonomous zero-day detection and systemic risk analysis.
Exploring the next generation of multi-agent systems through Lone Star Analysis's new patent 'Vigorous AI': Real-time weighting and dynamic risk optimization.
Do only expensive models deliver good performance? We analyze the topic DeepSeek models have brought to the AI industry—chasing at the heels of paid models at a fraction of the cost—and their actual utility.
What if AI could think faster than humans? We analyze how Groq's LPU technology, pouring out thousands of tokens per second, is changing the UX of real-time voice agents and conversational AI.
Is an American model always the answer? We explore the performance and advantages for agent development of Mistral Large 2, which perfectly supports over 80 languages and challenges the largest open models.
Is a world without RAG coming? We analyze how to practically use the 1-million token context window of Gemini 1.5 Pro, which can read dozens of books or entire hour-long videos at once.
Meta's Llama-3.1 405B model stands for more than just a number. We explore the revolutionary shift where you can own intelligence rivaling expensive corporate APIs without paying for them.
In 2026, which model should you choose as your agent's brain? We perform a detailed comparison of these two giants in terms of speed, coding ability, and tool-calling precision.
AI 'thinks' for itself before giving an answer. We analyze the revolution in reasoning brought by OpenAI's o1 model and why we no longer need complex prompt engineering.
We summarize how the technologies we've learned in previous chapters will change the world in 2027 and who will stand at the center of it all.
What do the GitHub repositories of famous AI services look like? We dig into the folder structures, prompt management styles, and practical patterns for implementing agentic workflows used by leading AI startups.
In an era where it feels like AI solves everything, victory ironically depends on the 'basics.' We explore why data structures, operating systems, and network fundamentals are more powerful weapons in the age of AI.
In an era where AI writes code, what should we developers do? We present survival strategies that find 'value beyond coding'—moving beyond syntax to problem definition and system design.
AI agents automatically retry on failure. Without idempotency design, the same email gets sent twice, the same payment gets processed twice. Here's how to prevent it — with real code patterns.
Why send data to the cloud when you can process it locally? How WebGPU and WebAssembly are turning the browser into a high-performance AI inference engine.
A deep dive into STM32H743VITx's ARM Cortex-M7 core, memory map, and bus architecture.
Complete bringup process for a custom STM32 board: first power-on, LED blink, peripheral verification, integration testing, and HAL function reference.
Understanding STM32H7 clock sources (HSE/HSI), PLL configuration, and how to set up the clock tree for 480MHz.
Step-by-step guide to configuring clocks, pins, and peripherals in STM32CubeMX and generating a HAL project.
Complete guide to STM32 GPIO modes (Input/Output/AF/Analog), Push-Pull vs Open-Drain, speed settings, and pull-up/pull-down configuration.
Comprehensive guide to STM32 peripherals for robotics: FDCAN, UART, SPI, I2C, ADC, and PWM timers with HAL code examples.
Pin mapping strategy and actual layout results from migrating a robot board from Teensy 4.1 to STM32H743.
Complete guide to STM32 GPIO port naming, LQFP-100 pin mapping, and Alternate Function multiplexer.
I spent a month trying every combination of boards, cables, and JetPack versions to get a ZED X Mini stereo camera running on Jetson. Here's the full story — what failed, why, and the one stack that actually works.