Tag: #2026-03
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 765 posts
Kubernetes FinOps and Cloud Cost Optimization
A practical guide to Kubernetes FinOps and cloud cost optimization strategies, covering resource rightsizing, spot instances, and cost allocation.
2026-03-15 · 21 min read #kubernetes#finops#cost-optimization#cloud#resource-managementBitNet 1-bit LLM Inference Framework: Running Large Language Models on CPU
A guide to BitNet 1-bit LLM inference framework for running large language models on CPU hardware.
2026-03-15 · 25 min read #llm#bitnet#1-bit-llm#inference#cpu-deploymentVite 8.0 and Rolldown Bundler: Innovation in Rust-Based Frontend Build Tools
Analyzes the 10-30x build performance improvements achieved by Vite 8.0 integrating esbuild and Rollup into the Rust-based Rolldown bundler. Provides a practical guide covering installation, migration, benchmarks, and tr
2026-03-15 · 20 min read #devops#vite#rolldown#rust#frontendDuckDB In-Memory Analytics and OLAP Guide
A guide to DuckDB in-memory analytics for OLAP workloads, covering query optimization, data formats, and integration patterns.
2026-03-15 · 28 min read #database#duckdb#olap#analytics#in-memoryGlassWorm Supply Chain Attack Analysis: Invisible Threats in VS Code Extensions and Development Environment Security Strategy
Technical analysis of the March 2026 GlassWorm malware that infected over 72 VS Code extensions. Dissects Unicode variation selector-based concealment, Solana blockchain C2 channels, and self-propagation mechanisms at th
2026-03-15 · 26 min read #devops#security#supply-chain#vscode#glasswormEpistemology in Software Engineering: Knowledge and Certainty
An exploration of epistemological concepts applied to software engineering, covering knowledge validation, uncertainty management, and evidence-based decision making.
2026-03-15 · 27 min read #culture#epistemology#philosophy#knowledge#decision-makingPsychological Safety and Conflict Resolution in Engineering Teams
A guide to building psychological safety and effective conflict resolution in engineering teams, covering trust building, healthy debate, and team dynamics.
2026-03-15 · 27 min read #culture#psychological-safety#conflict-resolution#feedback#team-dynamicsEffective One-on-One Meeting Guide
A practical guide to running effective one-on-one meetings from both the manager and the IC side, covering preparation, question frameworks, feedback models, and remote-first adaptations.
2026-03-15 · 23 min read #culture#one-on-one#meeting#management#soft-skillsMicro Frontend Architecture Practical Guide: Module Federation, Single-SPA, Web Components Comparison
Compares three micro frontend implementation approaches -- Webpack Module Federation, Single-SPA, and Web Components -- with production code, covering shared state management, CSS isolation, independent deployment strate
2026-03-15 · 6 min read #architecture#micro-frontend#module-federation#single-spa#web-componentsIC to Engineering Manager Career Transition Guide
A comprehensive guide for transitioning from Individual Contributor to Engineering Manager, covering mindset shifts, skill development, and common pitfalls.
2026-03-15 · 27 min read #culture#engineering-manager#career-transition#leadership#ic-to-emBlameless Postmortem and Incident Review Culture
A guide to building a blameless postmortem and incident review culture, covering facilitation techniques, action item tracking, and organizational learning.
2026-03-15 · 48 min read #culture#postmortem#incident-review#blameless#learning-organizationLLM Utilization Strategies in the 1M Context Window Era: A Practical Guide to Large-Scale Context Processing
In March 2026, Anthropic announced GA of the 1M token context window for Claude Opus 4.6/Sonnet 4.6. Covers the paradigm shift from 128K-200K to 1M context, 5 practical patterns, RAG trade-offs, and cost optimization str
2026-03-15 · 41 min read #ai-platform#llm#context-window#long-context#claudesystemd Service Management, Unit File Configuration, and Troubleshooting
A practical guide to systemd service management, unit file configuration, and troubleshooting techniques for Linux system administrators.
2026-03-14 · 18 min read #systemd#linux#service-management#troubleshooting#devopsThe Complete Guide to LLM Inference Optimization: vLLM, TensorRT-LLM, Speculative Decoding
A comparative analysis of key technologies for maximizing LLM inference performance — vLLM, TensorRT-LLM, Speculative Decoding, and KV Cache optimization — with practical code examples and benchmarks.
2026-03-14 · 19 min read #llm#inference-optimization#vllm#tensorrt-llm#speculative-decodingLLM Quantization Practical Guide: GPTQ, AWQ, GGUF Format Comparison and Precision-Performance Trade-offs
A practical guide to LLM quantization covering GPTQ, AWQ, and GGUF format comparison with precision-performance trade-off analysis.
2026-03-14 · 21 min read #llm#quantization#gptq#awq#ggufApache Iceberg Data Lakehouse Table Format Guide
A comprehensive guide to Apache Iceberg table format for data lakehouse architecture, covering schema evolution, partitioning, time travel, and query optimization.
2026-03-14 · 27 min read #apache-iceberg#data-lakehouse#big-data#hadoop#sparkWebAssembly Component Model: The Journey to Making Wasm a First-Class Web Citizen
Analyzes how the WebAssembly Component Model proposed by Mozilla makes Wasm a first-class citizen of the web platform, covering practical implications and migration strategies.
2026-03-14 · 16 min read #webassembly#component-model#mozilla#web-platform#devopsGitHub Actions Advanced CI/CD: Matrix Builds, Cache Strategies, and Security Hardening
Covers production-level CI/CD pipeline construction including GitHub Actions matrix build optimization, cache strategies, self-hosted runner configuration, reusable workflows, and security hardening.
2026-03-14 · 18 min read #github-actions#ci-cd#devops#automation#securityPython PyPI Supply Chain Attack Defense Strategy: From Typosquatting to Multi-layered Security
Analyzes the types of Python PyPI supply chain attacks that surged in 2025-2026, presenting multi-layered defense strategies against typosquatting, dependency confusion, and malicious build scripts with practical code ex
2026-03-14 · 16 min read #python#pypi#supply-chain#devops#securityRedis Cluster High Availability and Failover Guide
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#sentinel