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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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Kubernetes RuntimeClass and GPU Scheduling Operations Guide
Kubernetes RuntimeClass and GPU Scheduling Operations Guide - Practical Application Guide as of 2026
2026-03-04 · 24 min read #kubernetes#runtimeclass#2026-03English Technical Writing: Practical Guide to API Docs and RFC Writing 2026
A practical guide to English technical writing. Covers API documentation (OpenAPI/Swagger), RFC/design documents, README writing, style guidelines, and review checklists for developers.
2026-03-04 · 22 min read #english#2026-03English Business Email Writing System
English Business Email Writing System - A Practical Application Guide Based on 2026 Standards
2026-03-04 · 8 min read #english#business-email#2026-03Multi-Turn Chatbot Conversation State Management and Context Compression Strategies 2026
Multi-turn chatbot conversation state management and context compression strategies. Covers session management, memory architecture, conversation summarization, sliding windows, token budget management, and LangGraph sta
2026-03-04 · 20 min read #chatbot#2026-03Chatbot Tool Calling Guardrails Design: Safe Tool Invocation Architecture in Practice
Covers guardrail design for safely operating tool-calling chatbots in production. Addresses schema validation, permission control, policy engines, risk scoring, observability, and regression testing with code.
2026-03-04 · 18 min read #chatbot#tool-calling#guardrails#ai-agent#securityRAG Chatbot Evaluation in Practice: From Offline/Online Quality Measurement to Production Guardrails
Covers the evaluation system for reliably operating RAG chatbots in production. Addresses offline benchmarks, LLM-as-a-Judge, online experiments, alert thresholds, and regression prevention pipelines with code.
2026-03-04 · 16 min read #chatbot#rag#evaluation#llmops#productionChatbot: MCP Guardrails and Evaluation Handbook 2026
A practical guide on MCP guardrails and evaluation for chatbots in 2026, covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 13 min read #chatbot#2026-03Platform Architecture Decision Guide: Between Monolith and Microservices
Platform Architecture Decision Guide: A practical document covering Why/How/When between monolith and microservices, comparison tables, troubleshooting, production code, and quizzes all in one place.
2026-03-04 · 13 min read #architecture#practical-guide#productionPractical CQRS and Event Sourcing Implementation: Axon Framework and EventStoreDB 2026
A practical guide to implementing CQRS and Event Sourcing. Covers command/query separation, event store design, projections, snapshots, and event version management at production level using Axon Framework and EventStore
2026-03-04 · 21 min read #architecture#2026-03Architecture: Event-Driven Governance in Practice 2026
Architecture: Event-Driven Governance in Practice 2026 - a practical guide covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 16 min read #architecture#2026-03Event-Driven + Saga Architecture Tradeoffs
Event-Driven + Saga Architecture Tradeoffs - A practical guide for real-world adoption as of 2026
2026-03-04 · 15 min read #architecture#saga-pattern#2026-03AI Platform Feature Store Synchronization Design
AI Platform Feature Store Synchronization Design - Practical Application Guide as of 2026
2026-03-04 · 24 min read #ai-platform#feature-store#2026-03AI Platform Stack Design: Kubeflow, MLflow, KServe Integrated Operations
AI Platform Stack Design: Kubeflow, MLflow, KServe Integrated Operations - A comprehensive practical document covering Why/How/When, comparison tables, troubleshooting, hands-on code, and quizzes all in one place.
2026-03-04 · 8 min read #ai-platform#practical-guide#productionAI Platform: Feature Store and RAGOps Blueprint 2026
AI Platform: A practical guide on Feature Store and RAGOps Blueprint 2026 covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 13 min read #ai-platform#2026-03Mamba vs Transformer Practical Comparison: From Paper to Product
Mamba vs Transformer Practical Comparison: From Paper to Product - A comprehensive practical document covering Why/How/When, comparison tables, troubleshooting, hands-on code, and quizzes all in one place.
2026-03-04 · 8 min read #ai-papers#practical-guide#productionAI Paper Reading: Agentic Reasoning Implementation Guide 2026
AI Paper Reading: A practical guide on Agentic Reasoning Implementation Guide 2026 covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 16 min read #ai-papers#2026-03Mixture of Experts (MoE) Architecture Paper Review and Production Scaling 2026
Core paper analysis of Mixture of Experts (MoE) architecture. Covering Switch Transformer, GShard, ST-MoE, and Mixtral -- routing mechanisms, expert parallelism, and load balancing strategies from a production perspectiv
2026-03-04 · 20 min read #ai-papers#2026-03AI Papers: Test-Time Scaling Key Paper Summary
AI Papers: Test-Time Scaling Key Paper Summary - Practical Application Guide as of 2026
2026-03-04 · 24 min read #ai-papers#test-time-scaling#2026-03Kubernetes v1.33 Production Playbook: Upgrades and Security Automation
Kubernetes v1.33 Production Playbook: A comprehensive practical document covering upgrades and security automation, including Why/How/When, comparison tables, troubleshooting, hands-on code, and quizzes.
2026-03-04 · 8 min read #kubernetes#practical-guide#productionDevOps Golden Path 2026: GitHub Actions and Deployment Safeguard Design
DevOps Golden Path 2026: A hands-on document covering GitHub Actions and deployment safeguard design with Why/How/When frameworks, comparison tables, troubleshooting, practical code, and quizzes all in one place.
2026-03-04 · 9 min read #devops#practical-guide#production