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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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Redis Cluster High Availability and Failover Guide ♪ Listenable
A practical guide to Redis Cluster high availability architecture, failover mechanisms, and production operations.
2026-03-14 · 20 min read #redis#database#high-availability#cluster#sentinelPostgreSQL Query Optimization and Performance Tuning Practical Guide: From EXPLAIN to Partitioning ♪ Listenable
A systematic guide to practical performance optimization techniques for PostgreSQL including EXPLAIN analysis, index strategies, VACUUM tuning, partitioning, and connection pooling.
2026-03-14 · 19 min read #database#postgresql#query-optimization#performance#indexingOpenTofu vs Terraform 2026 Complete Comparison: IaC Tool Selection and Migration Strategy ♪ Listenable
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 ♪ Listenable
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 ♪ Listenable
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 ♪ Listenable
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 ♪ Listenable
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#cultureRAG Pipeline Optimization Strategy: Chunking, Reranking, and Hybrid Search ♪ Listenable
Maximize RAG pipeline retrieval quality through chunking strategies, reranking model integration, and hybrid search implementation with practical code and benchmarks.
2026-03-14 · 18 min read #chatbot#rag#chunking#reranking#hybrid-searchEvent-Driven Architecture Practical Guide: CQRS, Event Sourcing, Saga Patterns ♪ Listenable
Analyzes the core patterns of Event-Driven Architecture -- CQRS, Event Sourcing, and Saga -- with production code examples, and covers operational strategies and troubleshooting methods.
2026-03-14 · 26 min read #architecture#event-driven#cqrs#event-sourcing#saga-patternRemote Team Onboarding: First 30 Days Design ♪ Listenable
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 ♪ Listenable
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 ♪ Listenable
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-analysisMixture of Experts (MoE) Architecture Paper Deep Analysis: From GShard to DeepSeek-MoE ♪ Listenable
Analyzes core papers on Mixture of Experts architecture, comparing routing strategies and training stability techniques across GShard, Switch Transformer, Mixtral, and DeepSeek-MoE.
2026-03-14 · 34 min read #ai-papers#moe#transformer#deepseekComplete Guide to Kubernetes Network Policy and Service Mesh (Istio, Cilium, Calico Comparison)
Compare and analyze traffic control between microservices using Network Policy in Kubernetes environments, along with the architecture, implementation, and operational strategies of Istio and Cilium Service Mesh.
2026-03-14 · 16 min read #kubernetes#network-policy#service-mesh#istio#ciliumAI Agent Multi-Agent Orchestration Patterns: A Practical Guide to Hierarchical, Pipeline, and Swarm Architectures ♪ Listenable
From single agents to multi-agent collaboration — design principles for hierarchical, pipeline, and swarm patterns with hands-on implementations using LangGraph, CrewAI, and AutoGen.
2026-03-14 · 25 min read #ai-platform#ai-agent#multi-agent#orchestration#workflowStaff Engineer Technical Leadership and Influence Expansion Strategy
A comprehensive guide covering Staff/Principal Engineer role definitions, technical decision-making (RFC/ADR), influence expansion, mentoring, tech debt management, and engineering culture building for senior+ engineer c
2026-03-14 · 12 min read #ai-platform#staff-engineer#technical-leadership#career-growth#engineering-cultureSLI/SLO/Error Budget-Based Reliability Engineering: A Practical Guide
A comprehensive guide to reliability engineering with SLI/SLO/Error Budget. Covers SLI selection, SLO target setting, Error Budget policies, Burn Rate alerts, and Prometheus-based implementation to build a complete relia
2026-03-13 · 13 min read #observability#sli#slo#error-budget#sreDocument Parsing Technology Guide: PDF Parsing, OCR, Layout Analysis, and LLM-Based Extraction Pipeline ♪ Listenable
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 ♪ Listenable
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-transformers