The My Equation Blog
Robotics, built and explained.
Field notes from the workshop on ROS 2, embedded systems, EV powertrains and the AI that ties them together, from the My Equation team.

Robotics · 5 min read · 8 Oct 2026
Why Most Engineers Are Unemployed
Why are engineers struggling to get hired in 2026? Discover how AI, skills, passive learning, and changing hiring trends are reshaping engineering careers.
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Robotics · 7 min read · 6 Oct 2026
SLAM in Robotics: A Beginner's Guide
Learn the basics of SLAM in robotics, including localization, mapping, sensor fusion, Visual SLAM, LiDAR SLAM, and real-world uses.

Programming · 7 min read · 3 Oct 2026
Python or C++: What Does Your Robot Actually Need?
Python vs C++ for robotics: understand when to use each language for robot control, AI, ROS 2, perception, motion planning, and real-time tasks.

Robotics · 6 min read · 30 Sept 2026
The Complete Engineering Skill Stack You'll Need in 2026
Confused about which engineering skills to learn in 2026? Explore robotics, electronics, software, AI, mechanical design, and systems thinking.

Robotics · 8 min read · 29 Sept 2026
Can You Build an Autonomous Robot with ChatGPT?
Learn how to build an autonomous robot with ChatGPT, from hardware and AI integration to voice commands, vision, memory, navigation, and safety.

AI & Machine Learning · 8 min read · 26 Sept 2026
6 AI Concepts Explained in 7 Minutes
Understand the basics of AI with a simple guide to 6 key concepts: machine learning, neural networks, deep learning, generative AI, LLMs, and AI agents.

Robotics · 6 min read · 25 Sept 2026
Arduino vs ESP32 vs Raspberry Pi: Which One Should You Use?
Arduino vs ESP32 vs Raspberry Pi: compare their features, strengths, and best use cases to choose the right board for your robotics or engineering project.

AI & Machine Learning · 5 min read · 23 Sept 2026
AI Is Now Messing With the Source Code of Life
AI is moving beyond reading DNA to designing functional genomes. Explore how Evo2 is making the source code of life programmable and what it means for medicine.

AI & Machine Learning · 7 min read · 22 Sept 2026
5 AI Habits Every Engineer Should Know
Discover 5 practical AI habits every engineer should know from debugging code and building UI to planning projects, training robots, and analyzing sensor data.

6 min read · 21 Sept 2026
Six Years of Building Beyond the Classroom
From online industrial training to hands-on robotics, discover how My Equation has spent six years bringing engineering education closer to industry.

Robotics · 5 min read · 19 Sept 2026
Offline Robotics Training: The Missing Piece in Robotics
Explore the benefits of offline robotics training, from hands-on robot building and ROS2 to electronics, CAD, simulation, and real-world deployment.

Robotics · 5 min read · 18 Sept 2026
Is Robotics a Good Career Choice in 2026?
Explore career opportunities in India, essential skills, and practical steps to decide if robotics is right for you.

Robotics · 6 min read · 17 Sept 2026
Build This Robotics Project Before You Apply for Next Job
Build an autonomous robotics project that showcases mechanical design, electronics, ROS 2, computer vision, AI, navigation, and real-world deployment skills.

Robotics · 6 min read · 15 Sept 2026
Do I Need to Learn ROS 2 to Build Robots?
Thinking about learning ROS 2? Find out whether you actually need it, which robotics projects use it, and what to learn first.

Robotics · 7 min read · 11 Sept 2026
Can You Vibe Code a Robot?
Discover why AI-generated code works differently in robotics and how engineers can use AI without breaking the hardware.

Robotics · 6 min read · 10 Sept 2026
GTA NPCs Are Better at Robotics Than You Think
Discover how GTA NPCs use robotics concepts like autonomous agents, path planning, obstacle avoidance, perception, and localization to navigate Los Santos.

Robotics · 7 min read · 9 Sept 2026
The 2026 Robotics Engineering Roadmap, Open-Source Resources
Learn robotics in 2026 with a step by step roadmap covering programming, electronics, ROS 2, AI, simulation, open source tools, projects, and career paths.

AI & Machine Learning · 7 min read · 26 Aug 2025
Why Train from Scratch? Just Fine-Tune LLMs Using Hugging Face Instead
You won't train a foundation model on a laptop, but you can teach an existing one your own data. A step-by-step LoRA walkthrough on a free Colab GPU.

Automation · 9 min read · 31 Jul 2025
You, n8n and Your First AI Agent, Built in 30 Minutes
OpenAI's agent framework isn't free, but n8n is. Build a WhatsApp chatbot with memory on your own machine, step by step, using Docker and Gemini.

AI & Machine Learning · 5 min read · 21 Jul 2025
Andrej Karpathy Said "Context Engineering Is the New Vibe Coding"
Is context engineering just another buzzword? A plain-English walk through GenAI, prompting and why the context you give decides what you get back.

Programming · 4 min read · 19 Jun 2025
The Art of Doing Everything All at Once in Python
map(), filter(), reduce() and multithreading in plain English, including why Python threads don't truly run at once and what the GIL has to do with it.

Robotics · 4 min read · 26 Oct 2024
Why ROS is the Lifeline of Every Engineer
Self-driving cars, surgical robots and Mars rovers all rely on one idea: engineers shouldn't start from scratch. Here is what ROS is and why it matters.