Saturday, April 18, 2026

platformatic: workflows for node.js on k8s

Durable Workflows for Kubernetes with Version-Safe Orchestran for Kubernetes

by Matteo Collina | LinkedIn

"Workflow DevKit lets you write durable, long-running workflows directly in your Next.js and Node.js apps. You define steps with ’use step’, and the SDK handles persistence, retries, and replay automatically. Workflows survive server restarts, can sleep for days, and resume exactly where they left off.

On Vercel, all of this works out of the box — the platform handles deployment versioning and queue routing behind the scenes. But what happens when you deploy to your own Kubernetes cluster? Version mismatch. And it’s subtle enough to corrupt data before you notice.

We built Platformatic World to fix this. It’s a drop-in World implementation that brings the same deployment safety to any Kubernetes cluster. Every workflow run is pinned to the code version that created it. Queue messages are routed to the correct versioned pods. Old versions stay alive until all their in-flight runs are complete."





Friday, April 17, 2026

AI Agent IDEs: OpenCode vs Pi vs Claude Code

 opencode vs pi code - Google Search

Pi and OpenCode are both advanced AI coding agents, but they serve different needs: Pi is a minimal, highly customizable TypeScript-based agent for developers who want to build their own workflow, while OpenCode is a "batteries-included," tool offering a polished, ready-to-use experience, often considered a faster alternative to Claude Code.




$15K house from China vs Boxbal

for price of $15K + $14K shipping, comes from China in a 44ft container

Ordering a Tiny House from China, what's the real COST? - YouTube


I Thought This Was a Scam… Until I Bought a Home for $20,000 - YouTube


or for about 2x that price can get Las Vegas made 

BOXABL

same concept, expandable house, likely better quality.
After all, Elon Musk lived/lives in one of those.




Thursday, April 16, 2026

AI: Anthropic Claude Opus 4.7

 Introducing Claude Opus 4.7 \ Anthropic

Opus 4.7 is a notable improvement on Opus 4.6 in advanced software engineering, with particular gains on the most difficult tasks. Users report being able to hand off their hardest coding work—the kind that previously needed close supervision—to Opus 4.7 with confidence. Opus 4.7 handles complex, long-running tasks with rigor and consistency, pays precise attention to instructions, and devises ways to verify its own outputs before reporting back.



AI: $10000 mac vs $10/month abacus.ai

 $10,000 Mac Studio vs. $10 AI Agent - YouTube


Abacus.AI - The World's First Super Assistant For Professionals And Enterprises.

cloud-clow

including

Abacus.AI - Abacus Claw


Abacus.AI - The World's First Super Assistant For Professionals And Enterprises.

Wednesday, April 15, 2026

AI Agent: Microsoft Copilot Cowork

Microsoft is working on yet another OpenClaw-like agent | TechCrunch

Microsoft announced Copilot Cowork, which is designed to take actions in Microsoft 365 apps, not just provide search results or chat in a separate work pane. Cowork is powered by its own “Work IQ” technology, an intelligence layer that tries to personalize Cowork for the user across Microsoft 365 apps.

Microsoft has also tapped Anthropic’s Claude to power Cowork, after it partnered with the AI lab late last year. Microsoft added Claude as an option available for Cowork. (While OpenClaw can work with multiple models, Claude remains the model of choice for many users of the open source project.) However, Cowork doesn’t run on the local hardware; it runs in the cloud.


stories: Formula 1 & Ferrari

interesting and unexpected story, business and personalities

 Formula 1: The Complete History and Strategy @ Acquired Podcast


Ferrari | Acquired

Tuesday, April 14, 2026

reveal.js v6, and slides.com

 The HTML presentation framework | reveal.js

Reveal.js 6.0: The HTML Presentation Framework — A long-standing way to bring elegant presentations to anyone with a browser. v6.0 has some breaking changes, switches to Vite, and introduces an official React wrapper.


Sunday, April 12, 2026

GoLang Playground 3.0, tools

Golang Weekly Issue 596: April 10, 2026

many good examples for learning / refreshing GoLang

Better Go Playground 3.0 — Newly powered by CodeMirror, you get syntax highlighting, autocompletion, file loading/saving, a VIM mode, and WASM support for running code in the browser, though by default it calls the official playground behind the scenes. You can also deploy it with Docker for a playground of your own. GitHub repo.



related




Solod (Go => C)


  • ✅ 67% less error handling boilerplate — ? operator instead of 47 if err != nil blocks
  • ✅ 78% code reduction with sum types — Rust-style enums that just work
  • ✅ Zero nil pointer panics — Option types that the compiler enforces
  • ✅ Pattern matching — Exhaustive, type-safe, impossible to mess up
  • ✅ Same performance — Transpiles to clean Go, zero runtime overhead

Web3D tools: X3D, Three.js, Babylon.js

3D is still complicated, both on web and apps...
Missing abstraction levels...

WebGL = Assembly. (Moving raw memory bytes and crunching matrix math).
Three.js = C. (Imperative, manual memory and buffer management, fast but verbose).
Where is the Python? (High-level, expressive, using pre-built optimized modules).


1. The Foundation: The Low-Level APIs

Regardless of whether you use Three.js, Babylon.js, or X3D, the browser translates them into one of these low-level APIs to talk to the GPU:

  • WebGL 2.0: The long-standing standard based on OpenGL. It is a highly manual "state machine." Drawing a single triangle requires dozens of lines of dense mathematics, binding buffers, and compiling C-like shader code.
  • WebGPU: The modern successor to WebGL. It is designed to mimic native graphics APIs like Vulkan, Apple Metal, and DirectX 12. It gives web developers much closer access to the raw silicon of the GPU. It massively improves performance for high-object counts and allows for "Compute Shaders" (using the graphics card for general math/logic). Both Three.js and Babylon.js have fully integrated WebGPU pipelines.

2. The Framework Comparison

If WebGL/WebGPU is the engine block, the frameworks are the cars built around them.

Three.js (The Render Library)

  • Philosophy: It is a lightweight 3D rendering library, not a full game engine. It focuses entirely on drawing things on the screen.
  • Why it requires a lot of code: Three.js is imperative. You have to manually write the render loop (requestAnimationFrame), manually update the camera, and manually construct every material, geometry, and mesh.
  • Pros: Massive ecosystem. If you want to do something weird or custom (like writing a custom YAML compiler), Three.js gives you the low-level flexibility to do it.
  • Cons: Because it's bare-bones, you have to build your own architecture. Furthermore, the maintainers frequently break backwards compatibility in new updates.

Babylon.js (The Game Engine)

  • Philosophy: Backed by Microsoft, Babylon.js is a complete 3D game engine that runs in the browser.
  • Compared to Three.js: While Three.js just renders, Babylon has built-in physics engines, collision detection, UI management, and a highly advanced state-of-the-art WebGPU architecture.
  • Code Volume: It often requires less boilerplate code to get a complex scene running because the engine handles the render loops and optimizations for you.
  • Pros: Incredible performance optimization out-of-the-box. They also have a strict "no-break" policy—code written in Babylon.js 7 years ago still runs perfectly on the newest version.
  • Cons: The bundle size is larger than Three.js, and it has a slightly steeper learning curve if you aren't familiar with game engine paradigms.

Web X3D (The Document Standard)

  • Philosophy: It is a declarative document standard. It treats 3D objects as HTML-like nodes.
  • Compared to the others: You don't write JavaScript to render a scene; you write XML/HTML tags, and an engine (like X3DOM, which ironically uses WebGL under the hood) renders it.
  • Code Volume: Extremely low code for simple things. But virtually impossible to use for high-performance procedural generation because the browser's HTML DOM is fundamentally too slow to update thousands of 3D objects per second.

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE X3D PUBLIC "ISO//Web3D//DTD X3D 4.1//EN" "https://www.web3d.org/specifications/x3d-4.1.dtd">
<X3D profile='Interchange' version='4.1' xmlns:xsd='http://www.w3.org/2001/XMLSchema-instance' xsd:noNamespaceSchemaLocation='https://www.web3d.org/specifications/x3d-4.1.xsd'>
  <head>
    <component name='ParticleSystems' level='3'/>
  </head>
  <Scene>
    <Background
        transparency='0.96'/>
    <Viewpoint
        description='Initial View'
        position='4.737889 4.718629 7.435519'
        orientation='-0.640652763184828 0.744770464531058 0.186764536745701 0.746185800293648'/>
    <ParticleSystem
        geometryType='GEOMETRY'
        maxParticles='10'
        bboxSize='10 10 10'>
      <PointEmitter
          direction='0 0 0'
          speed='1'/>
      <Appearance>
        <Material
            diffuseColor='0 0.5 1'/>
      </Appearance>
      <Box/>
    </ParticleSystem>
  </Scene>
</X3D>

# VRML
# X3D V4.1 utf8 X_ITE V14.1.3

PROFILE Interchange

COMPONENT ParticleSystems : 3

Background {
  transparency 0.96
}

Viewpoint {
  description "Initial View"
  position 4.737889 4.718629 7.435519
  orientation -0.640652763184828 0.744770464531058 0.186764536745701 0.746185800293648
}

ParticleSystem {
  geometryType "GEOMETRY"
  maxParticles 10
  emitter PointEmitter {
    direction 0 0 0
    speed 1
  }
  bboxSize 10 10 10
  appearance Appearance {
    material Material {
      diffuseColor 0 0.5 1
    }
  }
  geometry Box { }
}




X3D is a royalty-free open standards file format and run-time architecture to represent and communicate 3D scenes and objects. The X3D family of standards is ratified by the International Standards Organization (ISO) to ensure archival stability and steady evolution. X3D graphics provides a system for the storage, retrieval and playback of 3D scenes in multiple applications, all within an open architecture to support a wide array of domains and user scenarios.
X3D™ is a trademark of The Web3D Consortium.


Founded in 1997, the Web3D® Consortium is an International, non-profit, member-funded, industry standards development organization. We develop and maintain open, royalty-free ISO standards for web-based 3D graphics. The X3D standard is an extensible framework and ecosystem for describing, composing, simulating, and collaboratively navigating and constructing 3D scenes. It originated from VRML and is extensible, interoperable, and runs on all platforms including desktops, tablets, and phones





architecture: Biophilic Barndominiums

Biophilic barndominiums merge industrial, durable barn structures with nature-focused design to improve occupant health, reduce stress, and maximize natural light. By incorporating large windows, raw natural materials, indoor gardens, and earth-toned color palettes, these designs transition cold metal structures into warm,, living spaces.
Key Principles of Biophilic Barndominiums
  • Natural Lighting & Views: High vaulted ceilings combined with large, custom window walls or garage doors maximize daylight, improving circadian rhythms and connecting the interior to the surrounding landscape.
  • Natural Materials: Interiors often utilize wood beams, stone accents, and natural flooring (cotton, linen, bamboo) to bring organic textures indoors.
  • Greenery & Indoor Ecosystems: Inclusion of living walls, indoor gardens, and water features softens harsh structural lines and improves air quality.
  • Layouts & Structure: Use of curvilinear furniture or walls mimicking natural shapes, along with designing for "prospect and refuge" (open views combined with cozy, hidden spaces), reduces anxiety.
Benefits and Trends (2026)
  • Wellness Focus: These designs are known for reducing stress and increasing productivity by creating a calming, immersive, and natural environment.
  • Biophilic Design 2.0: Moving beyond just plants, 2026 trends focus on sensory experiences, including using raw textures like rough stone, and incorporating natural scents or indoor water features for sound.
  • Sustainability & Efficiency: Many biophilic barndominiums are designed to be energy-efficient or even fully off-grid.
Common Features
  • Indoor/Outdoor Flow: Large sliding or glass garage doors that open to expansive, often covered, outdoor living areas.
  • Natural Color Palettes: Use of earth tones, including deep greens, soft blues, and warm terracotta, to mimic outdoor environments.
  • Raw Textures: Wood grain, raw metal, and stone are left exposed, merging the rustic feel with refined, natural aesthetics.

Barndominium BluePrint - YouTube

 Why Biophilic Barndominiums Are About to Take Over in 2026 - YouTube


Living Off Grid in a Luxury Cabin Barndominium No Utility Bills - YouTube