Tag: #2026-03
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 765 posts
Fun Psychology Tests for Professionals: From Self-Understanding to Team Building
A practical guide introducing 10 validated psychology tests useful for the workplace, covering each test's principles, administration methods, result interpretation, and team building applications.
2026-03-08 · 22 min read #culture#psychology#workplace#team-building#self-developmentUnderstanding Workplace Collaboration Through MBTI: Communication Strategies and Team Building Guide by Type
A practical guide applying the 16 MBTI personality types to the workplace, covering work styles by type, effective communication methods, conflict resolution strategies, and team composition optimization.
2026-03-08 · 15 min read #culture#mbti#workplace#collaboration#communicationDiet Management Guide for Office Workers: Practical Strategies for Eating Healthy in a Busy Life
A comprehensive diet management guide for busy office workers covering nutrition basics, convenience food options, meal prep guides, diet method comparisons, and restaurant menu selection tips.
2026-03-08 · 16 min read #culture#diet#health#nutrition#meal-prepVoice Chatbot Building Guide: STT/TTS Pipeline and Real-Time Voice Interface Implementation
Everything about voice chatbot construction. Covers Whisper STT, TTS engine comparison, real-time voice streaming architecture, WebSocket-based bidirectional communication, LLM integration, latency optimization, and prod
2026-03-08 · 43 min read #chatbot#voice#stt#tts#speech-recognitionChatbot Performance Monitoring and Conversation Quality Analysis: From Metric Design to A/B Test Automation
A practical guide to chatbot performance monitoring and conversation quality analysis. Covers core metric design, tracing with LangSmith/Langfuse, automated quality evaluation pipelines, and A/B testing framework with co
2026-03-08 · 30 min read #chatbot#monitoring#analytics#ab-testing#langsmithComplete Guide to the Strangler Fig Pattern: Zero-downtime Migration from Monolith to Microservices
Strategy for safely migrating from monolith to microservices using the Strangler Fig pattern. Covers Anti-Corruption Layer design, traffic routing, Feature Flag integration, data synchronization, rollback strategies, and
2026-03-08 · 29 min read #architecture#strangler-fig#microservices#migration#monolithHealth Management Guide for Developers: Comprehensive Care for Fitness, Sleep, and Mental Health
A comprehensive health management guide for developers who sit for long hours. Covering neck/wrist injury prevention, exercise routines, sleep hygiene, eye health, mental health management, and regular checkup guides.
2026-03-08 · 20 min read #culture#health#exercise#mental-health#ergonomicsBuilding Good Habits for Office Workers: 50 Practical Tips for Productivity and Growth
From morning routines to work management, relationships, self-development, and health management — 50 good habits office workers can practice, with a step-by-step execution guide.
2026-03-08 · 17 min read #culture#habits#productivity#workplace#self-developmentMath + LaTeX/KaTeX Complete Guide for Reading AI/ML Papers
A comprehensive summary of essential math concepts (linear algebra, calculus, probability/statistics, optimization) and LaTeX/KaTeX formula syntax for reading AI/ML papers with practical examples, symbol cheat sheets, an
2026-03-08 · 20 min read #ai-papers#math#latex#katex#linear-algebraKAN (Kolmogorov-Arnold Networks) Paper Analysis: Learnable Activation Function Architecture Replacing MLPs
In-depth analysis of the KAN paper. Covers the mathematical background of the Kolmogorov-Arnold representation theorem, B-spline activation functions, accuracy and interpretability comparison with MLPs, and practical imp
2026-03-08 · 38 min read #ai-papers#kan#kolmogorov-arnold#neural-network#mlpOpen-Source Real-Time Conversational Voice Chatbot Building Guide: Barge-In Architecture and Implementation
A comprehensive guide to building real-time voice chatbots using only open-source tools. Covers barge-in implementation with Silero VAD, faster-whisper, Ollama, and Piper TTS pipeline, state machine design, Python exampl
2026-03-08 · 26 min read #ai-platform#voice-chatbot#barge-in#realtime-audio#sttNVIDIA Triton Inference Server Production Guide: GPU Model Serving Optimization Strategies
A guide to GPU model serving optimization with NVIDIA Triton Inference Server. Covers Dynamic Batching, Model Ensemble, TensorRT integration, multi-model serving, Kubernetes deployment, performance profiling, and product
2026-03-08 · 29 min read #ai-platform#triton#inference-server#gpu#model-servingRing Attention Paper Analysis: Implementing Infinite Context Window Training in Distributed Environments
Analyzes the Ring Attention paper exploring methods to overcome context length limitations in distributed environments. Covers the connection with Blockwise Parallel Transformer, implementation details, performance bench
2026-03-08 · 33 min read #ai-papers#ring-attention#distributed-training#long-context#transformerFrom Shell Basics to Advanced Operations: A Practical Shell Guide for Engineers
From Bash/Zsh basic syntax to pipelines, process substitution, signal handling, and performance optimization -- this guide covers essential Shell techniques that every working engineer must know, with practical code exam
2026-03-07 · 12 min read #linux#shell#bash#zsh#scriptingPrometheus PromQL Advanced Query and Recording Rules Optimization: Guide to Building SLI/SLO-Based Notification System
A comprehensive guide that covers everything from Prometheus PromQL advanced query patterns to performance optimization with Recording Rules, SLI/SLO-based notification rule design, Alertmanager routing strategy, and tro
2026-03-07 · 30 min read #observability#prometheus#promql#recording-rules#sliLinux Kernel Parameter Tuning Guide: sysctl + Boot Params, Safe Changes and Rollback
This guide covers Linux kernel tuning strategies using sysctl runtime parameters and boot parameters. It provides recommended values for networking, memory, filesystem, and security categories, along with pre-change back
2026-03-07 · 11 min read #linux#kernel#sysctl#performance#tuningComparing Red Hat vs Ubuntu Server Operations: An Enterprise Decision Guide
RHEL/Rocky Linux and Ubuntu Server are compared from an enterprise operation perspective, including package management, security patches, licensing, technical support, and container compatibility, and present selection c
2026-03-07 · 12 min read #linux#redhat#rhel#ubuntu#centosOpenTelemetry Collector Production Guide: Pipeline Architecture, Custom Processors, and Scaling Strategies
A comprehensive guide to OpenTelemetry Collector covering pipeline architecture design, receiver/processor/exporter configuration, custom processor development, agent vs gateway deployment, tail sampling strategies, and
2026-03-07 · 13 min read #observability#opentelemetry#telemetry-pipeline#distributed-tracing#metricsPractical guide to writing system failure reports and incident response communication in Japanese
A comprehensive guide that covers how to write a failure report (non-damage report) required when a system failure occurs in a Japanese IT field, Japanese expressions for responding to an incident, a report/relapse preve
2026-03-07 · 39 min read #japanese#incident-report#system-failure#communication#engineerRAG Quality Evaluation and Failure Pattern Analysis: Diagnosing and Improving Retrieval-Augmented Generation
A systematic guide to evaluating RAG (Retrieval-Augmented Generation) system quality and analyzing common failure patterns. Covers evaluation metrics for Retriever, Reranker, and Generator components, framework compariso
2026-03-07 · 15 min read #rag#llm#evaluation#ragas#deepeval