Tag: #2026-03
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 765 posts
LLM Agents & Agentic AI: The Complete Guide — ReAct, Multi-Agent, MCP and Beyond
A comprehensive 2026 guide to Agentic AI covering ReAct framework, Tool Use, multi-agent orchestration, MCP (Model Context Protocol), and computer-use agents.
2026-03-17 · 15 min read #llmagents#multiagent#langgraph#crewai#mcpJLPT N2/N1 AI Study Strategy: Fast-Tracking Japanese Certification for Engineers
A strategy guide for working engineers to efficiently obtain JLPT N2/N1 using AI tools. Covers AI-powered study methods for grammar, vocabulary, reading, and listening, along with a realistic study plan for busy professi
2026-03-17 · 15 min read #japanese#jlpt#n2#n1#language-learningAI-Era Career Guide for Korean Engineers Learning Japanese: Working in Japan IT and Leveraging AI
An AI-era career guide for Korean IT engineers learning Japanese. Covers strategies for breaking into the Japanese IT job market, accelerating Japanese language learning with AI tools, and making the most of surging dema
2026-03-17 · 19 min read #career#japanese#ai-era#japan-it#language-learningMastering 500 Japanese IT Terms with AI: The Technical Japanese You Can Use on the Job Today
A curated collection of 500 technical terms and expressions actually used in Japanese IT workplaces. Covers essential Japanese for development, infrastructure, and AI domains, along with concrete strategies for efficient
2026-03-17 · 25 min read #japanese#it-vocabulary#language-learning#ai-tools#japan-careerLLM Application Development Guide: From Prototype to Production
A comprehensive guide to building LLM-powered applications from prototype to production. Covers prompt engineering, RAG architecture, tool use, streaming, evaluation, cost optimization, and deployment patterns for real-w
2026-03-17 · 19 min read #llm#application-development#langchain#openai#prompt-engineeringLinear Algebra Complete Guide: Zero to Hero from Vectors to SVD
A comprehensive guide to linear algebra from first principles to advanced topics. Covers vectors, matrices, determinants, vector spaces, eigenvalues, and SVD with Python code examples throughout.
2026-03-17 · 23 min read #linear-algebra#math#engineering-math#vectors#matricesEngineering Mathematics 4: Vector Calculus - From Green's Theorem to Stokes' Theorem
A comprehensive guide to vector calculus at the heart of engineering mathematics. Covers gradient, divergence, and curl through to Green's theorem, Gauss's divergence theorem, and Stokes' theorem with Python examples.
2026-03-17 · 15 min read #engineering-math#vector-calculus#green-theorem#stokes-theorem#divergence-theoremKnowledge Distillation Complete Guide: Model Compression and Lightweight Techniques
A complete guide to mastering knowledge distillation and model compression. Covers Teacher-Student learning, intermediate-layer distillation, relation-based distillation, structured pruning, weight sharing, and neural ar
2026-03-17 · 22 min read #knowledge-distillation#model-compression#pruning#deep-learning#aiRemote Work for Japanese IT Companies While Living in Korea: A Complete Guide to Visas, Contracts, Taxes, and Day-to-Day Practice
A complete guide to working remotely for Japanese IT companies while based in Korea. Covers service contract structures, tax filing, exchange rate risk management, job platforms, and practical tips for successful remote
2026-03-17 · 18 min read #japanese#remote-work#japan-career#freelance#2026-03Engineering Mathematics: Numerical Methods Complete Guide - Root Finding to ODE Solvers
Complete guide to numerical methods: root finding (Newton-Raphson), linear systems, interpolation, numerical integration, ODE solvers with Python scipy/numpy examples.
2026-03-17 · 30 min read #numericalmethods#engineeringmath#rootfinding#odesolvers#numericaloptimizationEngineering Mathematics 1: Ordinary Differential Equations & Laplace Transform - Complete Guide
A complete guide to ordinary differential equations for electrical, electronic, and mechanical engineering students. Master first-order ODEs, second-order linear ODEs, systems of ODEs, Laplace transforms, and inverse tra
2026-03-17 · 19 min read #engineering-math#ode#differential-equations#laplace-transform#mathematicsComplete Guide to Japan IT Job Interviews: Japanese Interview Preparation for Korean Engineers
A guide for Korean engineers to thoroughly prepare for Japanese IT company interviews. Covers Japanese expressions for each interview stage from first round to final, technical interview preparation, writing the Shokumu
2026-03-17 · 20 min read #japanese#japan-career#interview#it-job#language-learningEngineering Mathematics: Complex Analysis Complete Guide - Cauchy Theorem to Residues
Complete complex analysis guide: analytic functions, Cauchy-Riemann equations, Cauchy's integral theorem, Laurent series, residue theorem, and conformal mappings with Python visualization.
2026-03-17 · 16 min read #complexanalysis#engineeringmath#cauchytheorem#residuetheorem#conformalmappingFederated Learning Complete Guide: Privacy-Preserving Distributed AI
A complete guide to mastering Federated Learning. Learn how to train distributed models while preserving data privacy, covering FedAvg, FedProx, differential privacy, and the Flower framework with hands-on code.
2026-03-17 · 23 min read #federated-learning#privacy#distributed-training#differential-privacy#aiFull-Stack AI App Development: Build LLM Services with FastAPI + Next.js
A complete guide to full-stack AI application development. FastAPI backend, Next.js frontend, LangChain/OpenAI integration, streaming responses, and Docker deployment with real project examples.
2026-03-17 · 12 min read #fullstack#fastapi#nextjs#llm-app#ai-applicationGenerative AI & Diffusion Models: Complete Guide from Stable Diffusion to Video Generation
A complete technical guide covering DDPM math, Stable Diffusion architecture, ControlNet, LoRA fine-tuning, and Sora video generation.
2026-03-17 · 12 min read #generativeai#diffusion-model#stable-diffusion#controlnet#videogenerationDigital Logic Design Complete Guide: From Boolean Algebra to CPU Design
A comprehensive guide to digital logic design for electronics and electrical engineering students. Covers Boolean algebra, logic gates, combinational circuits, sequential circuits, FSM, FPGA, and Verilog HDL with hands-o
2026-03-17 · 18 min read #digital-logic#computer-architecture#boolean-algebra#logic-gates#fpgaDeepSpeed Complete Guide: ZeRO Optimization and Large-Scale Model Training
A complete guide to mastering Microsoft DeepSpeed. Learn ZeRO-1/2/3 optimization, Offload, pipeline parallelism, mixed precision, MoE, and DeepSpeed Inference with practical configurations and code examples.
2026-03-17 · 15 min read #deepspeed#zero-optimization#distributed-training#llm#pytorchWebAssembly & Edge Computing: Browser AI Inference, Cloudflare Workers, and IoT Wasm
A complete guide to next-generation edge computing: WebAssembly internals, compiling Rust to Wasm, WebGPU-powered browser AI inference, Cloudflare Workers edge deployment, and IoT with WasmEdge.
2026-03-17 · 13 min read #webassembly#edgecomputing#cloudflareworkers#webgpu#wasiEngineering Mathematics 2: Fourier Series, Fourier Transform & PDE
A complete guide to Fourier analysis and partial differential equations for electrical, electronic, and communications engineering students. Master Fourier series, Fourier transform, DFT/FFT, heat equation, wave equation
2026-03-17 · 19 min read #engineering-math#fourier-series#fourier-transform#pde#signal-processing