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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3517 posts
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Online Learning Platforms for Developers 2026 — freeCodeCamp / Frontend Masters / Total TypeScript / Epic Web Dev / ByteByteGo / Inflearn / dotinstall Deep Dive
Where do developers go to learn in 2026? freeCodeCamp's 9,000-hour free curriculum, Frontend Masters workshops, Matt Pocock's Total TypeScript, Kent C. Dodds' Epic Web Dev and Epic React, Alex Xu's ByteByteGo system desi
2026-05-16 · 26 min read #online-learning#developer-education#freecodecamp#codecademy#courseraModern Bash & Shell Scripting 2026 Complete Guide - Bash 5.2 · Zsh 5.9 · fish 4 · Nushell · Murex · ShellCheck · Bashly · just Deep Dive
37 years after Brian Fox first released Bash in 1989, in 2026 the shell is no longer just a command-input line — it sits at the center of operations infrastructure. Bash 5.2 is still the global standard. Zsh 5.9 is the d
2026-05-16 · 30 min read #bash#zsh#fish#nushell#shellcheckModern Python in 2026 — Python 3.13 / 3.14 / free-threaded / uv / Ruff / Polars 1.0 / FastAPI / Litestar / Robyn deep-dive
In 2026 Python is the first time in 30 years that the language has crossed two huge inflection points at once. The first is the language itself — Python 3.13 brought the free-threaded preview and the JIT preview, and 3.1
2026-05-16 · 29 min read #python#python-3-13#python-3-14#free-threaded#jitNotebook Environments in 2026 — Jupyter / Marimo / Quarto / Observable Framework / Deepnote / Hex / Positron Deep Dive
The notebook ecosystem split again in 2026. Jupyter Lab 5 and Notebook 7 became the de facto standard, but Marimo (June 2024) attacked the "Hidden state" problem head-on with a reactive model, and Posit reincarnated RStu
2026-05-16 · 17 min read #notebook#jupyter#marimo#quarto#observableMLOps Platforms 2026 Deep Dive — MLflow, Kubeflow, W&B, Vertex AI, SageMaker, Databricks, BentoML, Ray, Modal, Hugging Face
A side-by-side look at 30+ MLOps platforms in May 2026. MLflow 3, Kubeflow 1.10, Weights & Biases, Comet, Neptune.ai, ClearML, Vertex AI, SageMaker, Azure ML, Databricks ML + Mosaic AI, Hugging Face Inference Endpoints,
2026-05-16 · 17 min read #mlops#mlflow#kubeflow#weights-and-biases#vertex-aiNo-Code App Builders 2026 Deep Dive - Bubble, Glide, Webflow, Softr, Adalo, Toddle, FlutterFlow, Retool, Budibase, Lovable
A complete 2026 breakdown of the no-code app builder landscape — Bubble, Webflow, Framer, Wix Studio, Squarespace, Airtable, Glide, Softr, Stacker, Adalo, FlutterFlow, Draftbit, Retool, Appsmith, Budibase, ToolJet, Toddl
2026-05-16 · 18 min read #no-code#app-builders#bubble#glide#webflowModern PHP in 2026 — PHP 8.4 / Laravel 12 / Symfony 7.3 / FrankenPHP / Octane / Livewire / Filament Deep Dive
PHP in 2026 no longer needs defending. PHP 8.4 (Nov 2024) added Property Hooks, asymmetric visibility, and Lazy Objects — closing the last open language gaps. Laravel 12 (Feb 2025) shipped Reverb (websockets), Folio (fil
2026-05-16 · 20 min read #php#laravel#symfony#frankenphp#octaneMarketing Automation Platforms 2026 — A Deep Dive into HubSpot, Klaviyo, Customer.io, Braze, Iterable, Marketo, Pardot, Mailchimp, Kit, and Bloomreach
Marketing automation in 2026 is no longer "batch email blasts." Behavioral triggers, multichannel orchestration, AI copywriting, and CDP integration all live in the same bowl. HubSpot owns SMB and mid-market, Salesforce
2026-05-16 · 16 min read #english#marketing-automation#hubspot#klaviyo#customer-ioNiche & Emerging Programming Languages 2026 — Crystal / Nim / V / Carbon / Mojo / Pony / Hare / Roc / Hylo / Vale / Koka / Tcl 9 / Fortran 2023 Deep Dive
A tour of niche and emerging programming languages as of May 2026: Crystal 1.14, Nim 2.x, V (Vlang) in eternal beta, Carbon in alpha, Mojo 2024.8 GA, Pony, Hare, Roc, Hylo, Vale, Inko, Koka, Common Lisp (SBCL), Racket, T
2026-05-16 · 21 min read #programming-languages#crystal#nim#vlang#vMainframe & Legacy Systems in 2026 — IBM z17 (Sept 2025) / IBM i / COBOL / RPG / JCL / CICS / watsonx Code Assistant for Z Deep Dive
The giant that was supposed to die is still alive. In 2026, the transaction backbone of every major bank, insurer, government, and manufacturer still runs on IBM Z and IBM i. The z17 launched in September 2025 with the T
2026-05-16 · 28 min read #mainframe#ibm-z#ibm-z17#ibm-z16#ibm-iModern 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#duneNetwork Simulators & Emulators 2026 Complete Guide - Mininet · GNS3 · EVE-NG · Cisco Modeling Labs · Containerlab · NS-3 · OMNeT++ · Boson NetSim · Packet Tracer Deep Dive
How far has the virtual lab for network engineers come? The fundamental distinction between simulators and emulators, the 2026 state of container-based (Mininet · Containerlab · Kathara), VM-based (GNS3 · EVE-NG · PNetLa
2026-05-16 · 17 min read #network-simulator#mininet#gns3#eve-ng#cisco-cmlModern Tcl & Tk 2026 Complete Guide - Tcl 9.0, Tk 9.0, Wapp, Tcllib, AOLServer, TclKit, ttk, Iwidgets Deep Dive
Tcl is not dead. In November 2023, Tcl 9.0 shipped as the first major release in 17 years, bringing 64-bit support and full UTF-8 and securing the languages place at the heart of the EDA industry, test automation, and em
2026-05-16 · 20 min read #tcl#tk#wapp#tcllib#aolserverLocalization & i18n Tools 2026 — Lokalise / Phrase / Crowdin / Tolgee / Weblate / DeepL / Lingo.dev Deep Dive
The 2026 map of localization and i18n tooling — Lokalise (TMS leader), Phrase+Memsource (merged under RWS), Crowdin (OSS-friendly), Tolgee (in-context editor, OSS), Weblate (Czech OSS), Localazy, POEditor, Lingo (Locize)
2026-05-16 · 24 min read #i18n#localization#l10n#lokalise#phraseModern Kotlin 2026 — Kotlin 2.1 / K2 Compiler / Compose Multiplatform / KMP 2.1 / Ktor 3 / Spring Boot Kotlin Deep Dive
Kotlin 2.1 (Nov 2024) made the K2 compiler the default, and 2.2 (Mar 2025) shipped context parameters. In the same window Compose Multiplatform 1.7 declared iOS stable, Ktor 3 added a WebAssembly target, and Spring Boot
2026-05-16 · 22 min read #kotlin#kotlin-2-1#k2-compiler#compose-multiplatform#kmpModern Statistical Computing 2026 Complete Guide - R 4.5 · Posit RStudio · Stan · Pyro · NumPyro · Brms · JAX · Tidyverse · data.table · Polars · Marimo Deep Dive
In 2026 statistical computing has two large currents running in parallel. On one side R 4.5 (April 2025) and Posit (formerly RStudio) commercial stack are cementing the reproducible-research standard. On the other side J
2026-05-16 · 23 min read #statistical-computing#r-language#posit#rstudio#stanTop LLM Papers 2024-2026 - Llama, DeepSeek, Qwen, Mistral, Phi, RLHF, DPO, CoT, RAG, FlashAttention, vLLM Reading List
A curated reading list of 30+ must-read LLM papers for engineers building with LLMs in 2024-2026. Covers foundation models (Llama 3/4, DeepSeek-V3/R1, Qwen3, Mistral, Phi-4, Gemma 3), training innovations (MoE, MLA, GQA)
2026-05-16 · 19 min read #llm#papers#llama#deepseek#qwenModern Haskell 2026 — GHC 9.10 / 9.12 / GHCup / Cabal 3.14 / Stack / IHP / Servant / Effectful / Pandoc / Cardano Deep Dive
Haskell in 2026 is no longer "the language PhDs use to write papers". GHC 9.10 (May 2024) and 9.12 (Dec 2024) pushed the compiler another notch faster, and GHCup is now the officially recommended installer, simplifying t
2026-05-16 · 21 min read #haskell#ghc-9-10#ghc-9-12#ghcup#cabalModern Scala 2026 — Scala 3.6 / 3.7 / ZIO 2 / Cats Effect 3 / Pekko / Tapir / Mill / Scala CLI Deep Dive
Everything about the 2026 Scala ecosystem — new features in Scala 3.6/3.7, Scala 4 preview, sbt 2.x vs Mill vs Scala CLI, ZIO 2 vs Cats Effect 3, the Pekko/Akka BSL drama, Play/http4s/Tapir, Scala.js/Native, Spark, Liche
2026-05-16 · 26 min read #scala#scala-3#sbt#mill#scala-cliLLM Fine-tuning Frameworks 2026 — A Deep Dive into Axolotl, Unsloth, LLaMA-Factory, TRL, PEFT, and TorchTune
A complete map of the 2026 LLM fine-tuning ecosystem. Open-source frameworks like Axolotl, Unsloth, LLaMA-Factory, TRL, PEFT, and TorchTune. LLM Foundry (MosaicML, acquired by Databricks). Cloud fine-tuning APIs from Mod
2026-05-16 · 28 min read #llm#finetuning#axolotl#unsloth#llama-factory