Tag: #2026-03
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 765 posts
Terraform and OpenTofu IaC drift detection and automatic recovery operation guide
A comprehensive IaC drift management guide that covers everything from the causes of infrastructure drift in Terraform and OpenTofu environments to building automatic detection pipelines, CI/CD integration, recovery stra
2026-03-07 · 26 min read #devops#terraform#opentofu#iac#drift-detectionPostgreSQL Partitioning Production Guide: Range, List, and Hash Strategies for Billion-Row Tables
A comprehensive guide to PostgreSQL table partitioning covering range, list, and hash strategies, partition pruning optimization, pgpartman automation, zero-downtime migration from monolithic tables, and production maint
2026-03-07 · 17 min read #database#postgresql#partitioning#performance#billion-row-tablesLLM Evaluation Production Guide: From MMLU Benchmarks to Custom Evaluation Pipelines
A comprehensive guide to LLM evaluation covering major benchmarks like MMLU and HumanEval, building custom evaluation pipelines, statistical significance testing, automated CI/CD evaluation workflows, and production moni
2026-03-07 · 17 min read #llm#evaluation#benchmarks#mmlu#humanevalKubernetes Gateway API Production Guide: HTTPRoute, GRPCRoute, and Ingress Migration Strategy
A comprehensive guide covering Kubernetes Gateway API core concepts, HTTPRoute and GRPCRoute configuration, step-by-step Ingress migration strategy, traffic splitting, TLS termination, and production troubleshooting.
2026-03-07 · 14 min read #kubernetes#gateway-api#httproute#grpcroute#ingress-migrationMiddle East History Overview - Civilizations, Empires, and Modern Conflicts
A comprehensive overview of Middle Eastern history from Mesopotamian civilization to modern geopolitical conflicts, covering ancient civilizations, the rise of Islam, the Ottoman Empire, the formation of modern nation-st
2026-03-07 · 13 min read #history#middle-east#civilizations#geopolitics#ottoman-empireThe Complete Guide to Salary Negotiation in English for Engineers: Practical Expressions and Strategies from Offer Negotiation to Counter Offer
A comprehensive guide that covers key expressions needed for English salary negotiation for software engineers, offer analysis methods, counter-offer strategies, email templates, and even practical conversation simulatio
2026-03-07 · 28 min read #english#salary-negotiation#career#communication#engineerWine vs Whiskey - A Complete Beginners Guide
A comparative guide to wine and whiskey fundamentals. Covers grape varieties, whiskey types, production processes, tasting vocabulary, food pairing, and beginner bottle recommendations.
2026-03-07 · 12 min read #culture#wine#whiskey#tasting#food-pairingMediterranean Food - History, Health Benefits, and Essential Recipes
A comprehensive guide to Mediterranean cuisine covering its historical origins, scientifically proven health benefits, country-by-country specialties, and easy-to-follow recipes for home cooking. Explore why the Mediterr
2026-03-07 · 15 min read #culture#mediterranean#food#health#cookingChatbot Conversation Design Guide: UX Patterns, Dialog Flows, and User Experience Optimization
A comprehensive guide to chatbot conversation design covering UX patterns, dialog state machine design, error recovery flows, personality configuration, onboarding sequences, conversation analytics, and A/B testing strat
2026-03-07 · 20 min read #chatbot#conversation-design#ux-patterns#dialog-flow#user-experienceCell-Based Architecture Design and Operation: Strategy to Minimize Failure Explosion Radius
A comprehensive guide covering the core principles of cell-based architecture, Bulkhead pattern, fault blast radius minimization strategy, cell routing design, AWS/Kubernetes-based implementation, Slack·DoorDash actual a
2026-03-07 · 26 min read #architecture#cell-based-architecture#blast-radius#fault-isolation#bulkhead-patternEvent Sourcing Production Anti-Patterns: Schema Evolution, Snapshotting, and Event Store Scaling
Advanced production guide for Event Sourcing covering event schema evolution strategies, snapshotting patterns, projection rebuilding, event store scaling comparison, anti-patterns to avoid, and real-world failure case s
2026-03-07 · 16 min read #architecture#event-sourcing#cqrs#schema-evolution#event-storeArt History Primer - From Renaissance to Contemporary Art at a Glance
A comprehensive overview of Western art history from the Renaissance to contemporary art. Covers key characteristics and representative artists of each movement, art appreciation basics, and the fundamentals of the art m
2026-03-07 · 13 min read #culture#art-history#renaissance#contemporary-art#museumMLflow Production Guide: Experiment Tracking, Model Registry, and Scalable MLOps Workflow
A comprehensive guide to MLflow covering experiment tracking at scale, model registry lifecycle management, CI/CD integration, PostgreSQL and S3 backend configuration, multi-team collaboration, and production deployment
2026-03-07 · 15 min read #ai-platform#mlflow#experiment-tracking#model-registry#mlopsForward Deployed Engineer Career Guide: The fastest growing problem-solving engineer job in the AI era
The actual role of a Forward Deployed Engineer (FDE), differences from general software engineers/solution architects, required competencies, career growth path, and 90-day preparation roadmap are summarized based on the
2026-03-07 · 7 min read #ai-platform#forward-deployed-engineer#career#llm#enterprise-aiMamba and State Space Model Paper Deep Dive: Transformer Alternative Architectures from Selective SSM to Mamba-2
A comprehensive analysis of the SSM architecture covering the optional State Space Model mechanism of the Mamba paper, the development process from S4 to Mamba-2, the pros and cons of linear time complexity compared to T
2026-03-07 · 30 min read #ai-papers#mamba#state-space-model#ssm#transformerRWKV Architecture Deep Dive: Linear Attention RNN That Rivals Transformers
A comprehensive analysis of RWKV architecture covering the WKV attention mechanism, linear complexity advantages, comparison with Transformers and Mamba, training methodology, inference optimization, and practical deploy
2026-03-07 · 19 min read #ai-papers#rwkv#linear-attention#rnn#transformerDebugging by Language: Python, JavaScript/TypeScript, Go, and Java Practical Guide
Part 1 of the debugging series. A practical, copy-paste-friendly guide with reproducible steps, breakpoint strategy, profiling checkpoints, and team-level checklists.
2026-03-07 · 2 min read #devops#debugging#practical-guide#2026-03Debugging by Framework: Spring Boot, Django/FastAPI, React/Next.js
Part 2 of the debugging series. A practical, copy-paste-friendly guide with reproducible steps, breakpoint strategy, profiling checkpoints, and team-level checklists.
2026-03-07 · 2 min read #devops#debugging#practical-guide#2026-03Feast Feature Store Practical Operation Guide: From feature engineering to real-time serving and learning-serving skew prevention
A comprehensive guide that covers Feast Feature Store architecture, offline/online store design, feature definition and entity management, real-time serving pipeline construction, training-serving skew prevention strateg
2026-03-07 · 28 min read #ai-platform#feast#feature-store#feature-engineering#mlopseBPF-Based Zero Instrumentation Kubernetes Observability: Cilium Hubble and Grafana Beyla Practical Guide
A practical operations guide for zero-code-change Kubernetes monitoring architecture using eBPF-based Cilium Hubble network observability and Grafana Beyla auto-instrumentation.
2026-03-06 · 21 min read #observability#ebpf#cilium#hubble#grafana-beyla