Blog
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
#2026-03 765#english 592#culture 264#deep-dive 254#kubernetes 249#career 229#ai 219#llm 209#devops 196#2026-04 146#security 143#database 114#observability 113#communication 109#history 107#architecture 100#productivity 96#finance 88#economy 84#mindset 81#psychology 80#ai-papers 79#food 78#it 78#travel 78#deep-learning 77#japanese 77#networking 77#performance 72#business-travel 70#linux 70#gpu 69#ai-agent 66#cs-fundamentals 63#postgresql 61#rag 58#self-improvement 55#learning 53#mlops 53#python 52
Kubernetes Dynamic Resource Allocation and GPU Scheduling ♪ Listenable
A guide to Kubernetes Dynamic Resource Allocation (DRA) and GPU scheduling strategies for AI/ML workloads.
2026-03-06 · 20 min read #kubernetes#dra#gpu#dynamic-resource-allocation#schedulingPractical Guide to English Technical Writing: RFC, ADR, and Design Doc Templates ♪ Listenable
A guide to English technical document writing for engineers. Covers the structure and purpose of RFC, ADR, and Design Doc, effective English expressions, practical templates, review processes, and global team collaborati
2026-03-06 · 27 min read #english#technical-writing#rfc#adr#design-docBuilding Safe Multi-Agent Systems: A Practical Guide to LangGraph Orchestration and NeMo Guardrails ♪ Listenable
A comprehensive guide covering LangGraph-based multi-agent orchestration patterns, safety guardrail implementation with NeMo Guardrails, production deployment, and operational best practices.
2026-03-06 · 21 min read #chatbot#multi-agent#langgraph#nemo-guardrails#orchestrationProduction Guide for RAG-Based FAQ Chatbots: From Vector DB Selection to Operational Optimization ♪ Listenable
A practical guide covering the RAG pipeline chunking, embedding, and retrieval strategies, Pinecone/Weaviate/Milvus vector DB comparison, LangChain-based FAQ chatbot implementation, production deployment, quality evaluat
2026-03-06 · 26 min read #chatbot#rag#vector-database#faq#langchainCQRS + Event Sourcing Microservices Architecture: Kafka-Based Implementation and Saga Pattern Practical Guide ♪ Listenable
A comprehensive architecture guide covering CQRS and Event Sourcing core principles, Kafka-based event store implementation, distributed transaction management with the Saga pattern, and production operation best practic
2026-03-06 · 24 min read #architecture#cqrs#event-sourcing#kafka#saga-patternCircuit Breaker Pattern and Resilience4j Practical Implementation Guide: From Failure Isolation to Recovery ♪ Listenable
Covers the Circuit Breaker state machine principles, integrated configuration of Resilience4j CircuitBreaker, Retry, Bulkhead, and RateLimiter modules, practical implementation in Spring Boot 3, Grafana monitoring, and r
2026-03-06 · 22 min read #architecture#circuit-breaker#resilience4j#fault-tolerance#spring-bootKubeflow Pipelines v2 ML Workflow Automation and Operations Guide
From KFP v2 architecture to building ML pipelines with the KFP SDK, caching, artifact management, CI/CD integration, and production troubleshooting.
2026-03-06 · 13 min read #ai-platform#kubeflow#ml-pipeline#mlops#2026-03ML Model Monitoring and Drift Detection: Evidently AI + MLflow Production Operations Guide ♪ Listenable
A comprehensive guide covering production monitoring pipeline construction with Evidently AI and MLflow, data/concept drift detection, automatic retraining triggers, and operational troubleshooting.
2026-03-06 · 22 min read #ai-platform#model-monitoring#drift-detection#evidently-ai#mlflowDeep Dive into Sparse Mixture of Experts (MoE) Architecture: From Design Principles to DeepSeek-V3 and Qwen3 ♪ Listenable
Analyzing the mathematical principles, routing strategies, and load balancing techniques of Sparse MoE architecture, covering the design choices and practical training/inference optimization of modern MoE models from Swi
2026-03-06 · 22 min read #ai-papers#moe#sparse-model#deepseek#2026-03BitNet Paper Analysis: The Era of 1-Bit LLMs — From Ternary Weights to CPU Inference ♪ Listenable
A comprehensive guide analyzing Microsoft Research's BitNet series (v1, b1.58, a4.8, 2B4T), covering ternary weight training principles, the bitnet.cpp inference framework, and real-world benchmarks.
2026-03-06 · 23 min read #ai-papers#bitnet#1-bit-llm#quantization#model-efficiencyGrafana Loki and LogQL Master Guide: From Log Pipeline Design to Operations ♪ Listenable
A production operations guide covering Grafana Loki 3.x architecture design, LogQL query patterns, Alloy-based log collection, storage optimization, alerting, and disaster recovery.
2026-03-05 · 18 min read #observability#loki#logql#grafana#2026-03Kubernetes RBAC Deep Dive and OPA Gatekeeper Policy-as-Code Operations Guide ♪ Listenable
A practical operations guide from Kubernetes RBAC design to codifying policies with OPA Gatekeeper and integrating them into CI/CD. Covers ConstraintTemplate authoring, Audit mode, and failure recovery.
2026-03-05 · 18 min read #kubernetes#rbac#opa-gatekeeper#2026-03Complete Guide to Japanese IT Interviews: Technical Q&A and Self-Introduction Patterns ♪ Listenable
A practical interview preparation guide covering self-introduction (Jiko Shoukai), technical Q&A, project explanation patterns, keigo usage, and reverse-question strategies for Japanese IT company technical interviews.
2026-03-05 · 24 min read #japanese#it-interview#technical-japanese#2026-03Quantitative Factor Investing and Backtesting with Python ♪ Listenable
A guide to quantitative factor investing and backtesting strategies using Python, covering factor models, portfolio construction, and performance evaluation.
2026-03-05 · 33 min read #finance#quantitative-finance#backtesting#factor-investing#2026-03Complete Guide to English Tech Presentations: From Conference Talks to Demos ♪ Listenable
A practical guide to English technical presentations covering structure design, opening-body-closing patterns, demo narration, Q&A strategies, and nervousness management for developers.
2026-03-05 · 20 min read #english#presentation#conference#2026-03GitHub Actions Self-Hosted Runner: Large-Scale Operations and Security Hardening Guide ♪ Listenable
A practical operations guide covering GitHub Actions Self-Hosted Runner Kubernetes-based large-scale operations, ARC autoscaling, security hardening, cache strategies, and disaster recovery.
2026-03-05 · 18 min read #devops#github-actions#self-hosted-runner#2026-03MySQL 8.4 InnoDB Cluster Operations and Query Optimization Handbook ♪ Listenable
A practical operations handbook covering MySQL 8.4 InnoDB Cluster setup, Group Replication operations, query optimization, index strategies, slow query analysis, and disaster recovery.
2026-03-05 · 17 min read #database#mysql#innodb-cluster#2026-03LLM Multimodal Vision-Language Model Serving and Optimization Practical Guide ♪ Listenable
A practical guide to serving and optimizing multimodal vision-language models in production.
2026-03-05 · 24 min read #llm#multimodal#vlm#vllm#2026-03LangGraph Multi-Agent Chatbot Design and Production Operations Guide ♪ Listenable
A practical guide covering LangGraph-based multi-agent chatbot graph design, state management, tool integration, guardrails, evaluation systems, and production deployment.
2026-03-05 · 31 min read #chatbot#langgraph#multi-agent#2026-03Event Sourcing and CQRS Pattern Implementation Guide: From Design to Operations ♪ Listenable
A practical guide covering event sourcing and CQRS patterns from core concepts to EventStoreDB-based implementation, projection design, snapshot strategies, event versioning, and disaster recovery.
2026-03-05 · 20 min read #architecture#event-sourcing#cqrs#2026-03