Tag: #ai
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 216 posts
Vibe Coding: When AI Writes 90% of Your Code, Where Do Developers Go?
The "Vibe Coding" era has arrived, where developers describe intent and AI generates 90% of the code. As of 2026, major Silicon Valley firms and startups actively adopt this paradigm, fundamentally redefining developer r
2026-03-16 · 8 min read #vibe-coding#ai#developer-skills#future-of-work#programmingThe UN AI Governance Era Begins: 2026 Marks a Turning Point in Global AI Regulation
In March 2026, the UN AI Governance Advisory Board released its first global framework, bridging the gap between EU's binding regulations and US self-regulation. The future of global AI safety standards hangs in the bala
2026-03-16 · 7 min read #ai#governance#regulation#eu-ai-act#united-nationsAI Coding Tools and Developer Productivity 2026: Claude Code, Copilot, Cursor Practical Guide
AI coding tool adoption surged from 4% to 63% in nine months. Comprehensive guide covering actual productivity gains (10-30% improvement, 30-60% time savings), practical prompting strategies for Claude Code, GitHub Copil
2026-03-16 · 8 min read #ai#developer-tools#productivity#coding#claude-codeGreat Topics to Ask NotebookLM: Research Playbook (2026-03 Update)
A consolidated guide of all recommended NotebookLM research topics so far. Includes question frameworks that scale across tech, history, industry, geopolitics, and general knowledge.
2026-03-07 · 6 min read #notebooklm#research#ai#study#prompt-ideas2026 Humanoid Robot Complete Guide — From Tesla Optimus to Unitree G1
The present and future of the 2026 humanoid robot market. Tesla Optimus Gen 3, Boston Dynamics Atlas, Figure AI, Unitree G1, and 1X NEO — comparing key players, tech stacks, pricing, and real-world deployment status.
2026-03-03 · 8 min read #ai#robotics#humanoid-robot#tesla-optimus#boston-dynamicsBuild Your Own GPT — Training a Language Model from Scratch with nanoGPT
Train a GPT language model from scratch using Andrej Karpathy's nanoGPT. A complete dissection of the Transformer architecture — tokenizers, Self-Attention, training loops — all with code.
2026-03-03 · 7 min read #ai#llm#gpt#nanogpt#transformerElectronics for Developers — From Arduino to AI Robotics
A guide for software developers expanding into the hardware world. From Arduino basics to sensor control, ESP32 IoT, and AI + hardware fusion projects. If you can write code, electronics is easier than you think.
2026-03-03 · 7 min read #ai#arduino#electronics#embedded#iotComplete Guide to 3D Printer Modeling — From Fusion 360 to Slicer to Print
Everything about 3D printing — Fusion 360 modeling, OpenSCAD parametric design, slicer settings (Cura/PrusaSlicer), FDM vs SLA comparison, and practical printing tips.
2026-03-02 · 8 min read #ai#3d-printing#fusion-360#cad#modelingSeeed Studio XIAO nRF52840 Complete Guide — BLE IoT Projects in Practice
This post is the BLE and low-power edge-device track in the embedded hands-on series. It focuses on building sensor nodes, wearables, and TinyML experiments with Seeed Studio XIAO nRF52840, while pointing readers to the
2026-03-02 · 5 min read #ai#xiao#nrf52840#ble#iotComplete Guide to Building a Drone & Control System with Arduino + Raspberry Pi
This post is the hub article in the embedded hands-on series. It covers the full control-system picture around an Arduino + Raspberry Pi drone build, from PID control and sensor fusion to autonomy, and points readers to
2026-03-02 · 9 min read #ai#arduino#raspberry-pi#drone#pid-controlComplete Math Guide for AI — From Linear Algebra to Information Theory
A guide to the math needed for AI/deep learning, explained with code and intuition. Linear algebra (matrices, eigenvalues), calculus (partial derivatives, backpropagation), probability/statistics (Bayes, distributions),
2026-03-02 · 13 min read #ai#mathematics#linear-algebra#calculus#probabilityAI Prompt Engineering Complete Guide — Information Retrieval, Image/Video Generation, and Debugging (KR/EN/JA)
Prompt techniques for getting great results from AI, organized by use case: information retrieval, image/video generation, and debugging. Includes practical expressions in three languages — Korean, English, and Japanese.
2026-03-02 · 17 min read #ai#prompt-engineering#multilingual#image-generation#debuggingProduction LLM Application Architecture Design Guide
Analyze the core architecture layers of production LLM applications and organize Gateway, Guardrails, Caching, and Observability components based on official documentation.
2026-03-01 · 21 min read #llm#architecture#production#ai#guardrailsAdvanced LangChain Patterns: Mastering LCEL and LangGraph
A systematic analysis of the LCEL (LangChain Expression Language) Runnable interface and LangGraph StateGraph, based on the official LangChain documentation.
2026-03-01 · 22 min read #langchain#lcel#langgraph#llm#aiKubernetes GPU Workload Management: The Complete NVIDIA GPU Operator Guide
A comprehensive analysis of how to efficiently manage GPU resources and operate AI workloads in Kubernetes clusters, based on the official NVIDIA GPU Operator documentation.
2026-03-01 · 21 min read #kubernetes#gpu#nvidia#gpu-operator#aiKubernetes AI Training Pipeline: Analyzing Volcano, Training Operator, and Kueue
A deep dive into building distributed AI training pipelines on Kubernetes based on the official documentation of Volcano, Kubeflow Training Operator, and Kueue.
2026-03-01 · 21 min read #kubernetes#ai#distributed-training#volcano#kubeflow