Tag: #async
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 12 posts
.NET 11 Runtime-Async: A Progress Report on Moving the Async State Machine from Compiler to Runtime
C's async/await has been purely a compiler feature since 2012 — Roslyn rewrites the method body into a state-machine class, and the runtime executes it without ever knowing it was async. .NET 11's runtime-async moves tha
2026-07-16 · 18 min read #dotnet#csharp#async#jit#performanceAsync Rust: async/await and the Tokio Runtime
Async in Rust has a different flavor from other languages. A Future is just a lazy state machine, and without an executor to poll it, nothing happens. What a Future really is, what .await means, the executor/runtime (Tok
2026-06-29 · 11 min read #rust#async#tokioHow to Communicate Through Documents — Writing That Gets Read Again
Documents are the center of collaboration and handoff, and because they are read again and again, they deserve care. This covers document structure that puts purpose and conclusion first, consideration for the reader, as
2026-06-19 · 20 min read #documentation#writing#communication#async#collaborationCut Meetings in Half — Designing Async Collaboration and Deep Work
From calculating the true cost of meeting overload to a sync/async decision matrix, a written standup template, deep work block design, notification hygiene, and a 4-week transition plan. A concrete playbook for transpla
2026-06-12 · 23 min read #async#deep-work#remote-work#productivity#meetingsModern OCaml 2026 — OCaml 5.3 / Multicore / Effect Handlers / Dune / Opam / MirageOS / ReScript / Melange / Jane Street Deep Dive
After OCaml 5.0 GAed in December 2022 with multicore plus effect handlers, the 5.x line stabilized through OCaml 5.3 in January 2025, putting OCaml back on the table as a serious industrial language. This guide maps the
2026-05-16 · 28 min read #ocaml#ocaml-5-3#multicore-ocaml#effect-handlers#duneRust Tokio Runtime Deep Dive — Future, Waker, Work-Stealing, Pin, Zero-Cost Async (2025)
Rust async/await promises "infinite concurrency with no runtime", but the internals are intricate. This post dissects the Tokio runtime from the ground up: how async fn compiles into a state machine, the Future/Poll/Wake
2026-04-15 · 15 min read #rust#tokio#async#runtime#concurrencyNode.js Event Loop & libuv Internals — 6 Phases, Microtasks, Worker Threads, V8 Heap (2025)
The real answer to "Node.js is single-threaded, so why is it fast?" Dissecting libuvs 6 Event Loop phases (Timers, Pending Callbacks, Idle, Poll, Check, Close), process.nextTick vs Promise microtask priority, setImmediat
2026-04-15 · 11 min read #nodejs#libuv#event-loop#v8#asyncLinux 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#asyncPython Backend 2025 Complete Guide: FastAPI vs Django, Async Patterns, and AI Service Architecture
Everything about Python backend! FastAPI vs Django comparison, async/await patterns, Pydantic v2 validation, SQLAlchemy 2.0, Celery task queues, AI service architecture (LangChain+FastAPI), performance optimization, and
2026-03-23 · 18 min read #python#fastapi#django#async#uvicornConcurrency & Parallelism Deep Dive: Multithreading, Async, and Event Loops Explained
From the fundamental difference between concurrency and parallelism! Threads vs coroutines vs virtual threads, event loop (Node.js), Actor model (Erlang/Akka), lock-free data structures, language-by-language concurrency
2026-03-23 · 21 min read #concurrency#parallelism#multithreading#async#event-loopAsync Processing Patterns Mastery: CQRS, Saga, Event Sourcing — Senior Backend Developer Essential Guide
Netflix processes 260M users, Uber handles petabytes of real-time data — all asynchronously. CQRS, Saga (Choreography vs Orchestration), Event Sourcing, Outbox, Idempotency, DLQ — the complete async patterns guide every
2026-03-22 · 28 min read #async#cqrs#saga-pattern#event-sourcing#event-driven[Architecture] Building Async Systems with Message Queues: Kafka vs RabbitMQ
A comprehensive comparison of Kafka and RabbitMQ architectures, async processing patterns for LLM Gateways, practical implementation examples, and a selection guide.
2026-03-20 · 15 min read #architecture#kafka#rabbitmq#async#message-queue