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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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From DPO to KTO: Latest Human Feedback Alignment Techniques Paper Review and Practical Implementation ♪ Listenable
Paper review and TRL-based practical implementation guide covering the latest human feedback alignment techniques such as DPO, IPO, and KTO that overcome RLHF limitations. Algorithm comparison, hyperparameter tuning, and
2026-03-05 · 22 min read #ai-papers#dpo#kto#alignment#2026-03MLflow 2.x Experiment Tracking and Model Registry Operations Guide
A practical guide from MLflow 2.x experiment tracking design to model registry operations, artifact management, CI/CD integration, multi-tenancy, and production deployment.
2026-03-05 · 15 min read #ai-platform#mlflow#model-registry#2026-03SLO and Error Budget Execution Manual
SLO and Error Budget Execution Manual - Practical Application Guide for 2026
2026-03-04 · 15 min read #observability#slo#2026-03LLM Speculative Decoding Serving Optimization Playbook
LLM Speculative Decoding Serving Optimization Playbook - a hands-on adoption guide as of 2026
2026-03-04 · 14 min read #llm#speculative-decoding#2026-03LLM QLoRA Fine-Tuning Operations Guide: Cost, Quality, and Deployment
LLM QLoRA Fine-Tuning Operations Guide: A comprehensive practical document covering cost, quality, and deployment, including Why/How/When, comparison tables, troubleshooting, hands-on code, and quizzes.
2026-03-04 · 8 min read #llm#practical-guide#productionObservability: OTel eBPF SLO Operating Model 2026 ♪ Listenable
Observability: OTel eBPF SLO Operating Model 2026 - A practical guide covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 13 min read #observability#2026-03Japanese Keigo (Honorific Language) Practical Workplace Patterns Guide ♪ Listenable
Japanese Keigo (Honorific Language) Practical Workplace Patterns Guide - Practical Application Guide as of 2026
2026-03-04 · 24 min read #japanese#keigo#2026-03Kubernetes Multi-Cluster Upgrade Runbook 2026
A practical runbook for Kubernetes multi-cluster upgrade procedures in 2026, covering rolling upgrades, canary strategies, and rollback procedures.
2026-03-04 · 15 min read #kubernetes#2026-03LLM Serving: Speculative Decoding Production Benchmark 2026
LLM Serving: Speculative Decoding Production Benchmark 2026 - A practical guide covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 14 min read #llm#2026-03JLPT N2 Passing System: A 24-Week Study Architecture for Working Professionals
JLPT N2 Passing System: A comprehensive practical document covering the 24-week study architecture for working professionals, including Why/How/When, comparison tables, troubleshooting, hands-on code, and quizzes.
2026-03-04 · 8 min read #japanese#practical-guide#productionPractical Patterns for Japanese Business Email and Meeting Minutes (Gijiroku) 2026 ♪ Listenable
Practical patterns for writing Japanese business emails and meeting minutes (Gijiroku). Covers templates for greetings, requests, apologies, and reports, meeting minutes structure, daily reports, common expressions, and
2026-03-04 · 21 min read #japanese#2026-03Japanese Study: JLPT N2 Workflow 2026
Japanese Study: A practical guide on the JLPT N2 Workflow 2026, including Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 13 min read #japanese#2026-03Kubernetes Gateway API and Envoy Traffic Management 2026
A comprehensive guide to Kubernetes Gateway API and Envoy-based traffic management for 2026, covering advanced routing, load balancing, and traffic policies.
2026-03-04 · 16 min read #kubernetes#2026-03English Learning: Speaking and Business Writing Habit System 2026
A practical guide to building an English speaking and business writing habit system — covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 12 min read #english#2026-03Core-Satellite ETF Automated Rebalancing
Core-Satellite ETF Automated Rebalancing - A practical application guide based on 2026 standards
2026-03-04 · 11 min read #finance#etf-automation#2026-03Pension DC and ETF Portfolio Strategy 2026 ♪ Listenable
A practical guide to pension DC and ETF portfolio construction for 2026, covering asset allocation, rebalancing, and tax optimization.
2026-03-04 · 35 min read #finance#2026-03ETF Rebalancing Automation Guide: Rule-Based Investment Operations
ETF Rebalancing Automation Guide: A practical document covering Why/How/When of rule-based investment operations, comparison tables, troubleshooting, production code, and quizzes.
2026-03-04 · 13 min read #finance#practical-guide#productionFinance: ISA IRP ETF Automation Workflow 2026
Finance: ISA IRP ETF Automation Workflow 2026 - A practical guide covering Why, How, When, comparison tables, troubleshooting, code examples, and quizzes.
2026-03-04 · 16 min read #finance#2026-03DevOps Progressive Delivery: Argo Rollouts in Production ♪ Listenable
DevOps Progressive Delivery: Argo Rollouts in Production - A Practical Application Guide Based on 2026 Standards
2026-03-04 · 25 min read #devops#progressive-delivery#2026-03Terraform Module Design Patterns and State Management Operations Playbook 2026 ♪ Listenable
Terraform module design patterns and state management operations playbook. Everything about IaC operations from module composition, remote backend configuration, state locking/isolation/migration, to Terratest testing.
2026-03-04 · 19 min read #devops#2026-03