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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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Mobile Native Development Complete Guide 2025: Swift, Kotlin, SwiftUI vs Jetpack Compose
Everything about mobile native development! Swift 6 vs Kotlin 2.0, SwiftUI vs Jetpack Compose comparison, MVVM/Clean Architecture, async (Swift Concurrency vs Coroutines), DI, testing, performance, release process.
2026-04-15 · 15 min read #mobile#ios#android#swift#kotlinModern Backend Runtimes 2025 — Node 22, Bun, Deno, WinterJS, Cloudflare Workers, V8 Isolates, Tokio (S7 E1)
Node 22 added permissions and native TS. Bun 1.1 is a full toolchain. Deno reverted on npm compatibility. Cloudflare Workers, Vercel Edge, and Deno Deploy popularized V8 Isolates. And Tokio/Rust quietly ate the performan
2026-04-15 · 7 min read #backend#runtime#node22#bun#denoMLOps Complete Guide — Model Serving, Feature Store, Drift, A/B Testing, GPU Economics (Season 2 Ep 7, 2025)
Training a model and running it in production are completely different games. Serving (TorchServe, Triton, vLLM, TGI), Feature Stores (Feast, Tecton), training infra (Ray, Determined), experiment tracking (MLflow, W&B),
2026-04-15 · 12 min read #mlops#model-serving#feature-store#drift-detection#ab-testingAI Engineering in Practice — LLM API, RAG, Agents, LoRA/DPO, Vector DB, Evaluation, Observability, Prompt Injection (2025)
The real difficulty of production LLM API calls, why RAG is not simple lookup, agent patterns (ReAct, Plan-Execute, ReWOO), when to and when NOT to fine-tune (LoRA, QLoRA, DPO), a vector DB decision matrix, why LLM evalu
2026-04-15 · 7 min read #ai-engineering#llm#rag#ai-agent#loraAccessibility & Internationalization 2025 — WCAG 2.2, EU Accessibility Act, ARIA, next-intl, Korean/Japanese Typography, RTL (S6 E7)
Accessibility is not a minority concern — it is quality for everyone. The 2025 playbook for WCAG 2.2, the EU Accessibility Act obligation, ARIA without the footguns, screen reader testing, and i18n that respects Korean p
2026-04-15 · 8 min read #accessibility#a11y#i18n#wcag#ariagRPC Deep Dive 2025: Protocol Buffers, Four Communication Models, Interceptors, Load Balancing
Deep dive into gRPC: Protocol Buffers internals, four communication models (Unary/Server/Client/Bidirectional), interceptors, load balancing, Deadline/Cancellation, streaming backpressure, gRPC-Web, debugging tools.
2026-04-15 · 9 min read #grpc#protobuf#streaming#http2#interceptorDeveloper Productivity and Career — The 10x Engineer Myth, Deep Work, Learning in the AI Era, Staff Engineers, and Burnout Prevention: The Complete Guide (2025)
What is really behind the 10x engineer myth, Deep Work by Cal Newport, what to learn and what to drop in the AI era, the actual difference between senior, staff, and principal (the Will Larson frame), the economics of co
2026-04-15 · 15 min read #career#productivity#deep-work#10x-engineer#staff-engineerThe Complete Guide to the Craft of Relationships for Engineers: Marriage, Children, Parents, Friends, Community, Gottman, Bowlby, and Ways Out of Isolation (2025~2026)
The last thing you stack on top of money, skills, and career is relationships. The marriage research of John Gottman (4 Horsemen, Magic Ratio), the attachment theory of Bowlby and raising children, the time-money-emotion
2026-04-15 · 14 min read #relationships#marriage#parenting#friendship#parentsThe Complete Developer Mental Health Guide: Impostor Syndrome, Anxiety, Depression, Burnout, and Recovery (2025)
What the Stack Overflow survey revealed about developer mental health. How impostor syndrome forms and how to work through it. The line between anxiety and clinical anxiety. The science of CBT and meditation. Using EAP,
2026-04-15 · 15 min read #mental-health#impostor-syndrome#anxiety#depression#burnoutLinux I/O Evolution Deep Dive — blocking, select, poll, epoll, io_uring (2025)
How do you handle not 10,000 but 1,000,000 concurrent connections on a single server? 30 years of Linux I/O API evolution — from the 1970s blocking read, through the limits of select/poll, the epoll revolution, to iourin
2026-04-15 · 11 min read #linux#io#epoll#io-uring#asyncKubernetes Internals Complete Guide — etcd, API Server, Controller, Scheduler, kubelet, CRI/CNI/CSI Deep Dive (2025)
Everything about Kubernetes internals — history from Google Borg, etcd Raft consensus, API Server REST and watch protocol, scheduler filter/score algorithms, controller manager reconciliation loops, kubelet Pod lifecycle
2026-04-15 · 11 min read #kubernetes#etcd#controller#scheduler#kubeletElasticsearch & Lucene Internals Complete Guide 2025: Deep Dive into Segments, Inverted Index, Refresh/Flush/Merge, and Shard Routing
The secret behind how Elasticsearch searches billions of log entries in milliseconds every day. A complete 720-line analysis of Lucene segment structure, inverted index, the refresh/flush/merge cycle, shard routing, and
2026-04-15 · 26 min read #elasticsearch#lucene#search#inverted-index#segmenteBPF Deep Dive — The VM, Verifier, XDP, and CO-RE That Made the Linux Kernel Programmable (2025)
Injecting safe code into the kernel — that is the eBPF revolution. This post dissects eBPF from internals to practice: the VM and bytecode, the Verifier that enforces safety, maps (Hash/Array/Ring Buffer/Perf), program t
2026-04-15 · 15 min read #ebpf#linux#kernel#xdp#observabilityA Deep-Dive Guide to the New Era of Edge Computing — Cloudflare Workers, Durable Objects, D1, Vercel Edge, Deno Deploy, Fastly, Fly.io, Turso, and Region-aware Architecture (2025)
Edge computing, which began with Cloudflare Workers in 2017, became the default infrastructure of virtually every modern SaaS by 2024-2025. The UX bar of "50ms even on the opposite side of the earth" is the practical rea
2026-04-15 · 15 min read #edge-computing#cloudflare-workers#durable-objects#d1#vercel-edgeThe Complete DNS Guide — Resolvers, DNSSEC, DoH/DoT, Anycast, CoreDNS, and Everything Else (2025)
Everything about DNS — the history of the name system that started with hosts.txt, query flow (stub to recursive to root to TLD to authoritative), record types (A/AAAA/CNAME/MX/TXT/NS/SOA/SRV/CAA/HTTPS/SVCB), EDNS0 and p
2026-04-15 · 25 min read #dns#dnssec#doh#networking#securityDuckDB Internals Deep Dive — Embedded OLAP, Vectorized Execution, Morsel-Driven Parallelism, and Storage Format (2025)
DuckDB — the analytical engine that replaces Pandas and brings a ClickHouse-class OLAP database into your process. This post dissects DuckDB from the ground up: the journey from Mark Raasveldt and Hannes Mühleisens 2018
2026-04-15 · 24 min read #duckdb#olap#database#columnar#vectorizationGame Development Complete Guide 2025: Unity vs Unreal vs Godot, ECS, Multiplayer, Optimization
Everything about game development! Unity DOTS/ECS, Unreal Engine 5 (Lumen/Nanite), Godot 4, game loops, physics engines, multiplayer (Netcode/Mirror), performance optimization (draw calls/batching), mobile vs console vs
2026-04-15 · 12 min read #game-development#unity#unreal-engine#godot#ecsDistributed Systems Complete Guide — Clocks, Consensus, Event Sourcing, Saga, CRDT, Failure Patterns (Season 2 Ep 12, 2025)
A distributed system looks like "several computers cooperating," but what it really is: "several computers whose clocks disagree, some of them broken, reaching agreement across a network that loses and delays messages."
2026-04-15 · 13 min read #distributed-systems#consensus#raft#paxos#lamport-clockDNS Deep Dive — Resolution, Caching, DNSSEC, DoH/DoT, Anycast, and 1.1.1.1 Internals (2025)
Trillions of times per day, yet most engineers understand DNS only superficially. This guide dissects DNS from first principles: hierarchical namespace, recursive/iterative resolution, caching and TTLs, record types (A/A
2026-04-15 · 12 min read #dns#networking#dnssec#doh#anycastFrontend Testing 2025 — Vitest, Jest, Bun, Testing Library, Playwright, Storybook, MSW, Visual Regression, AI (S6 E11)
Jest is no longer the default. Vitest won the unit-test race, Playwright displaced Cypress for e2e, Storybook 8 made component tests first-class, and AI-generated tests became table stakes. This is a practical guide to a
2026-04-15 · 6 min read #frontend#testing#vitest#jest#bun-test