Tag: #2026-03
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 765 posts
OpenTofu vs Terraform 2026 Complete Comparison: IaC Tool Selection and Migration Strategy
Compares the latest 2026 features, license differences, state encryption, and provider compatibility between OpenTofu and Terraform. Provides practical migration strategies and team adoption guides.
2026-03-14 · 18 min read #devops#opentofu#terraform#iac#2026-03AI Code Review and Quality Management Strategy: AI-Assisted Development Guidelines from the Amazon Case
Explores code quality management strategies in AI-assisted development environments, centered on the Amazon AI code review policy case. Covers review automation pipelines and senior engineer approval processes from a pra
2026-03-14 · 21 min read #devops#ai-code-review#code-quality#amazon#developer-productivityTechnical Debt and Stakeholder Communication Strategy
A guide to effectively communicating technical debt to stakeholders, covering visualization, prioritization frameworks, and ROI-based justification.
2026-03-14 · 42 min read #technical-debt#communication#stakeholder-management#soft-skills#culturePragmatism and Engineering Decision Framework
A framework for pragmatic engineering decision-making, covering trade-off analysis, decision records, and practical approaches to technical choices.
2026-03-14 · 43 min read #pragmatism#decision-making#philosophy#engineering-culture#cultureStoic Philosophy and Engineering Decision Making: Better Decisions Through the Dichotomy of Control, Premortem, and Negative Visualization
A practical guide to applying Stoic philosophy to engineering decisions. Learn how to use the Dichotomy of Control from Epictetus, Marcus Aurelius journaling for retrospectives, and Seneca time management for technical d
2026-03-14 · 5 min read #culture#philosophy#stoicism#decision-making#mental-modelEffective Code Review Culture and Best Practices
A guide to building an effective code review culture with best practices for constructive feedback, review workflows, and team collaboration.
2026-03-14 · 32 min read #code-review#engineering-culture#collaboration#soft-skills#cultureRemote Team Onboarding: First 30 Days Design
A comprehensive guide to designing the first 30 days of remote team onboarding, covering structured programs, mentoring, and cultural integration.
2026-03-14 · 39 min read #onboarding#remote-work#team-management#culture#soft-skillsAI Coding Agent Sandboxing: Secure Code Execution Isolation and Security Operations Guide
As AI coding agent autonomy increases in 2026, security isolation has become essential. Covers practical sandboxing technologies including macOS sandbox-exec, container-based isolation, MicroVM, and operations guides.
2026-03-14 · 23 min read #ai-agent#sandboxing#security#ai-platform#devopsVibe Coding and the 2026 AI Development Tool Ecosystem: Lights and Shadows of the Productivity Revolution
Analyzes the reality of the Vibe Coding concept proposed by Andrej Karpathy one year later. Covers the 2026 AI coding tool ecosystem, productivity data, limitations, and strategies engineers should prepare.
2026-03-14 · 28 min read #vibe-coding#ai-tools#developer-productivity#ai-platform#trend-analysisDocument Parsing Technology Guide: PDF Parsing, OCR, Layout Analysis, and LLM-Based Extraction Pipeline
A comprehensive guide covering PDF parsing libraries (PyMuPDF, pdfplumber), OCR engines (Tesseract, EasyOCR, PaddleOCR), layout analysis models (LayoutLM, DiT, Donut), table extraction, LLM-based multimodal document unde
2026-03-13 · 26 min read #llm#document-parsing#pdf#ocr#layout-analysisComplete Guide to Embedding Models: Vector Search, RAG, and Sentence Transformers in Practice
A comprehensive guide covering embedding fundamentals, key model comparisons (OpenAI, Cohere, BGE, E5, GTE, Jina), Sentence Transformers usage, vector databases (Pinecone, Weaviate, Milvus, Chroma, FAISS) and indexing st
2026-03-13 · 22 min read #llm#embedding#vector-search#rag#sentence-transformersLLM Fine-tuning Practical Guide: Efficient Model Adaptation with LoRA, QLoRA, and PEFT
A comprehensive guide to LLM fine-tuning theory and practice. Covers LoRA low-rank decomposition principles, QLoRA 4-bit quantization techniques, PEFT library usage, dataset preparation strategies, and hyperparameter tun
2026-03-13 · 10 min read #llm#fine-tuning#lora#qlora#peftBuilding Real-time Financial Data Pipelines: A Practical Guide to Kafka and Flink Streaming Architecture
A comprehensive guide to designing and implementing real-time financial data pipelines. Covers Kafka-based market data ingestion, Flink stream processing, CDC integration, windowed aggregation, anomaly detection, and low
2026-03-13 · 14 min read #finance#kafka#flink#streaming#data-pipelineComplete Guide to English Report Writing: From Executive Summary to Data-Driven Reporting
A comprehensive guide to English report writing covering executive summary structure and data-driven reporting techniques.
2026-03-13 · 6 min read #english#report-writing#technical-writing#communication#business-writingComplete Guide to English Presentation Skills: From Structure Design to Q&A Handling
A practical guide to English presentations for engineers. Covers slide structure design, opening/closing expressions, demo delivery, and Q&A response strategies.
2026-03-13 · 6 min read #english#presentation#public-speaking#communication#soft-skillsDisagreeing Professionally in Meetings: English Expressions
English expressions and strategies for professionally disagreeing in meetings while maintaining relationships.
2026-03-13 · 3 min read #english#meeting#disagreement#communication#speakingTechnical Presentation Preparation and Delivery: Captivating Your Audience Through Storytelling
A comprehensive guide to technical presentations covering audience analysis, slide design, storytelling techniques, delivery enhancement, and Q&A strategies you can apply immediately.
2026-03-13 · 18 min read #culture#presentation#storytelling#delivery#slide-designComplete Guide to IT Business Planning and Proposal Writing: RFP Analysis, ISMP, WBS, Cost Estimation, and SLA
A comprehensive guide covering IT project types (SI, SM, consulting, SaaS) and lifecycle, RFP analysis and response strategies, ISMP (Information Strategy Master Plan) methodology, proposal writing core strategies (techn
2026-03-13 · 21 min read #architecture#it-business#proposal#rfp#ismpTechnical Report Writing Guide: From Structure Design to Data Visualization and Automation
A comprehensive guide to technical report writing for IT engineers. Covers report structure design by type, the Pyramid Principle, MECE framework, data visualization techniques, markdown templates, and automation tools.
2026-03-13 · 16 min read #culture#report-writing#technical-writing#documentation#visualizationELK Stack Log Collection and Analysis Pipeline: Elasticsearch, Fluentd, and Kibana Production Deployment and Optimization
A comprehensive guide covering ELK/EFK stack architecture, Elasticsearch cluster design with shard and replica strategies, ILM (Index Lifecycle Management) configuration, Fluentd/Fluent Bit log collection pipeline setup,
2026-03-12 · 13 min read #observability#elk-stack#elasticsearch#fluentd#kibana