AI: MCP, A2A, ACP Protocols

AI Agent Protocols Explained: MCP, A2A, ACP and More - YouTube

Message from AnswerRocket

Feature	MCP	A2A	ACP
Primary Purpose	Connects AI to tools and data sources	Connects AI agents to other AI agents	Enables local agent coordination
Initiated By	Anthropic	Google and partners	IBM/BeeAI
Best For	Tool discovery and data access	Multi-agent collaboration across platforms	Edge computing and local environments
Design Focus	Simplifying context access	Agent interoperability	Low-latency, offline operation
Security	Basic; evolved from hobbyist project	Enterprise-grade by design	Local sovereignty, no cloud dependency
Communication Style	Tool invocation	Two-way agent communication	Event-driven messaging
Network Requirements	Internet/cloud-based	Internet/cloud-based	Can operate offline
Ideal Environment	Enterprise cloud applications	Cross-platform agent ecosystems	Edge devices, robotics, IoT

An Unbiased Comparison of MCP, ACP, and A2A Protocols | by Sandi Besen | Medium

MCP, A2A, ACP: What does it all mean?

The Rise Of Agent Protocols: Exploring MCP, A2A And ACP | Blog - Everest Group

MCP, ACP, and A2A, Oh My! The Growing World of Inter-agent Communication | Camunda

MCP, ACP, A2A, Oh my! — WorkOS Guides

MCP vs A2A vs ACP: AI Protocols Explained | Bluebash

GitHub - Tsadoq/a2a-mcp-tutorial: A tutorial on how to use Model Context Protocol by Anthropic and Agent2Agent Protocol by Google

GitHub - GongRzhe/A2A-MCP-Server: A mcp server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.

ICF vs SIPs vs Framing vs Factory house construction

Most of products are improving technology, while housing, is USA at least, is not changing much.

Hopefully that may change soon..

 

good, informative video of "traditional" methods

ICF vs SIPs vs Framing - Pros and Cons - YouTube

SIP Framing | What You Need To Know Before You Build... - YouTube

Insulated Studs? This is a BIG Innovation in Framing! - YouTube

"Factory-build" houses. Like Tesla cars.

Would help if they hired some real good designer / architect. 
Most people don't like to live in a small "container" box.

//www.boxabl.com/

Exploring Elon Musk's Tiny House: The Boxabl Casita

Sumadija house architecture

Planinska kuća Dobrija - Houses for Rent in Lunjevica, Serbia - Airbnb

Planinska kuća Dobrija - Houses for Rent in Lunjevica, Serbia - Airbnb

AI model: Claude Sonnet 4.5

Introducing Claude Sonnet 4.5 \ Anthropic

🧑‍🚀 Korea’s AI Push, ChatGPT Shopping & Claude 4.5 Coding

"...improved code-editing accuracy, stronger long-context performance, and enhanced agentic capabilities, Anthropic says Claude Sonnet 4.5 strikes a better balance between creativity and control than earlier models while reducing issues like deception and hallucination. It’s now powering updates to Claude Code and is available through Amazon Bedrock and GitHub Copilot."

Architecture: Passive House

Exploring Passive House Design - 90% Energy Savings! - YouTube by Undecided with Matt Ferrell

Passive House 101 Explained in Under 4 Minutes - YouTube

EkoBuilt Passive Homes - YouTube => EkoBuilt.com

Passive Solar Design Principles - YouTube

Energy-Efficient House Design | DIY Passive Home Build Walkthrough - YouTube

The ultimate guide to passive home design - YouTube

Understanding Passive Homes: Insights from Paul Kealey's Walkthrough - YouTube

How does our Passive House perform in a heat wave? - YouTube

Beyond Passive House: The Nature Connection | Tom Bassett-Dilley | TEDxRushU - YouTube

Passive solar building design - Wikipedia

In passive solar building design, windows, walls, and floors are made to collect, store, reflect, and distribute solar energy, in the form of heat in the winter and reject solar heat in the summer. This is called passive solar design because, unlike active solar heating systems, it does not involve the use of mechanical and electrical devices.

Solargon - The Passive Solar Smart Cabin (Official Website) - Solargon Passive Solar Designs from ICS Eco-SIPs

Temenos Passive Timberframe Octagon

Contemporary Style House Plan - 4 Beds 2 Baths 3172 Sq/Ft Plan #320-300 - Dreamhomesource.com

Passive House Tour | Frontenac Model - YouTube

Passive House Explained - YouTube

AI: MCP vs API

interesting (too) "high-level description... and nice illustration

How Model Context Protocol can support your startup - Microsoft for Startups Blog

API = the “language” developers must learn and maintain
MCP = the “smart translator” that helps AI understand and adapt automatically

From Query to Action with MCP Servers - Cisco Blogs

vs. practical developers info

Creating and Deploying an MCP Server from Scratch | Towards Data Science

SpessaSynth: JavaScript MIDI

 GitHub - spessasus/SpessaSynth: MIDI SoundFont/DLS player and editor written in JavaScript.

SpessaSynth is a SoundFont2-based real-time synthesizer written in vanilla JavaScript.

ideas: deck porcelan tiles

The Last Deck You'll Ever Buy - YouTube

24"x24", 4/3" think, fire-proof, water-proof, super-quick installation, on aluminum rails
simple, durable

Apple Intelligence MCP?

 Apple to deploy MCP support for powerful AI experiences – Computerworld

It is a universally acknowledged truth that Apple has fallen behind in artificial intelligence, even though millions of its products can already run most cloud-based models as well as its own on-device AI, presently in the form of Apple Intelligence.

While delayed, the code is coming. 9to5Mac claims the first developer beta of iOS 26.1 includes code to “suggest” Apple is working toward implementing support for the open-source Model Context Protocol (MCP) developed by Anthropic in its operating systems.

pg_duckdb 1.0: DuckDB-Powered Postgres

Announcing Pg_duckdb Version 1.0 - MotherDuck 

 An official Postgres extension (built in collaboration with Hydra and MotherDuck) that embeds DuckDB’s columnar-vectorized analytics engine and features into Postgres. GitHub repo.

BlogPostgres Weekly Issue 615: September 11, 2025

MotherDuck: Ducking Simple Data Warehouse based on DuckDB

free e-book: DuckDB in Action

AI vs Architecture Tools?

Google AI is "back!"

More likely than "replace" is that AI will be used by most Architecture/Design tools,
a "hybrid" approach, like in PhotoShop. But what can AI do directly is quite amazing. 

 GOOGLE Nano Banana Update ARCHITECTS Shouldn't MISS | Step-By-Step Walkthrough - YouTube

Why Rhino is KING for Innovative Architecture! - YouTube

+ grasshopper (extension)

+ schechup (too simple?)

+ blender (rising)

+ maya (limited addoption)

AI HW: China NVIDIA ban?

 AI Agents Spend Money, Online Betting Automates, ChatGPT Users Shift, Reinforcement Learning Accelerates

China barred its major tech companies from buying Nvidia chips. This move received only modest attention in the media, but has implications far beyond what’s widely appreciated. Specifically, it signals that China has progressed sufficiently in semiconductors to break away from dependence on advanced chips designed in the U.S., the vast majority of which are manufactured in Taiwan. It also highlights the U.S. vulnerability to possible disruptions in Taiwan at a moment when China is becoming less vulnerable.

Jensen Huang 'disappointed' by reported China Nvidia chip ban

China bans tech companies from buying Nvidia’s AI chips

AI SW: Modular startup: $250M => $1.6B

Start-up Modular raises $250mn to challenge Nvidia’s software dominance

A team of Silicon Valley veterans who previously worked at Apple and Google has raised $250mn to challenge Nvidia’s dominance of the software tools used to programme artificial intelligence chips. Palo Alto-based Modular, which is building an alternative to Nvidia’s Cuda software that has been vital to keeping customers locked to the chipmaker’s AI products, announced it has received the new investment at a $1.6bn valuation

Modular: Modular Raises $250M to scale AI's Unified Compute Layer

Modular: Modular’s bet to break out of the Matrix (Democratizing AI Compute, Part 10)

Modular: Modular 25.6: Unifying the latest GPUs from NVIDIA, AMD, and Apple

NVIDIA B200: Incredible Performance on NVIDIA’s Best

MAX delivers industry leading performance on NVIDIA Blackwell 200s, NVIDIA’s current flagship datacenter GPU. Following our partnership with Inworld, where we delivered 2.5x throughput wins and 3.3x latency wins (time to first audio) for their state-of-the-art text-to-speech model,

Amazon’s Zoox robotaxi in Las Vegas

 Amazon’s Zoox launches its robotaxi service in Las Vegas | The Seattle Times

"Zoox can afford to give free rides largely because of Amazon’s deep pockets. The e-commerce powerhouse, currently worth $2.5 trillion, bought Zoox for $1.2 billion five years ago as part of its efforts to establish a foothold in other fields of technology."

AI Course: Agent2Agent (A2A) Protocol

Course: Agent2Agent (A2A) Protocol Fundamentals | Udemy Business

"The Agent2Agent (A2A) Protocol is revolutionizing how intelligent systems work together and this course gives you a front-row seat to the future of AI.

Whether you're a developer, researcher, or AI enthusiast, this course walks you through the foundations of the A2A protocol and how it enables multiple large language model (LLM) agents to communicate, collaborate, and complete tasks more efficiently. Designed with clarity and practicality in mind, you'll explore real-world examples of how Google uses A2A in technologies like Bard, Gemini, and PaLM."

construction: Superwood

Superwood is Here! This Amazing New Material Could Change The World! - YouTube 
@ DIY with Dave - YouTube

AI: Superwood is a revolutionary, wood-based biomaterial developed by InventWood that is stronger than steel, more durable, and significantly more sustainable than traditional materials. It's created by chemically removing lignin from wood, then compressing the structure under heat and pressure, which creates a dense, robust material with a superior strength-to-weight ratio. Superwood retains the natural beauty of wood grain while also being resistant to fire, rot, and pests, and it locks away carbon, offering a cleaner, greener alternative for construction and other applications

The TRUTH About SUPERWOOD - I Met With The CEO of InventWood and Have Answers to All Your Questions - YouTube

InventWood — Home

The strength of steel. The soul of wood.

SuperWood — Intectural - Innovative Building Materials

AI-powered smart carts @ ShopRite

 ShopRite adds AI-powered smart carts to 3 N.J. locations - lehighvalleylive.com

Instacart's Caper Carts let shoppers scan items, apply digital coupons, and check out without waiting in line at three New Jersey ShopRite locations.

Central Jersey ShopRites rolling out AI-powered shopping carts

similar product
Fast Pick - YouTube

EV: BMW iX3

Is it really that good?

BMW iX3: The Future of Software-Defined Cars - IEEE Spectrum

BMW’s Game-Changer: 2026 iX3 Has 500-Mile Range & 400kW Charging! - YouTube 
@The Electric Viking - YouTube

2027 BMW iX3: A Massive Shake-Up for BMW's Electric SUVs @Edmunds

2027 BMW iX3 Review: Expert Insights, Pricing, and Trims @MotorTrend

Top-Ranked Competitors:
Audi Q6 E-Tron
Porsche Macan EV
Cadillac Lyriq
Genesis GV60

2026 BMW iX3: What We Know So Far @CarAndDriver

BMW iX3 (NA5): Overview, Configurator & Prices @BMWUSA

OpenAI custom AI chips with

 OpenAI to launch its first AI chip in 2026 with Broadcom, FT reports | Reuters

Microsoft AI "Giga-Factory"

 Inside the world’s most powerful AI datacenter - The Official Microsoft Blog

The new Fairwater AI datacenter in Wisconsin stands as a remarkable feat of engineering, covering 315 acres and housing three massive buildings with a combined 1.2 million square feet under roofs. Constructing this facility required 46.6 miles of deep foundation piles, 26.5 million pounds of structural steel, 120 miles of medium-voltage underground cable and 72.6 miles of mechanical piping.

visual agorithms: Big-O

 Big O

NVIDIA + Intel? ($5B => +22%)

 Nvidia and Intel announce jointly developed 'Intel x86 RTX SOCs' for PCs with Nvidia graphics, also custom Nvidia data center x86 processors — Nvidia buys $5 billion in Intel stock in seismic deal | Tom's Hardware

Intel surges 22% as Nvidia to invest $5 billion in chipmaker

IT'S OVER! I Can't Stay Quiet on AMD vs Nvidia Stock (NVDA) Any Longer - YouTube

NVIDIA and Intel to Develop AI Infrastructure and Personal Computing Products | NVIDIA Newsroom

AWS: Frugal Architect, APIs are forever

good podcast:

A Conversation with Amazon CTO Werner Vogels - Software Engineering Daily

"Werner Vogels is the Chief Technology Officer at Amazon, where he has played a pivotal role in shaping the company’s technology vision for over two decades. Before joining Amazon in 2004, Werner was a research scientist at Cornell University where he focused on distributed systems and scalability, both of which are concepts that would later influence the design of AWS. He holds a PhD in computer science and has authored numerous academic papers on the reliability and performance of large-scale systems.

He is known for his pragmatic, customer-focused approach to technology and for championing ideas such as “you build it, you run it,” “APIs are forever,” and more recently, Frugal Architecting, which emphasizes cost-effective and sustainable software design."

The Frugal Architect

    "frugal" is not "cheap", it is looking for best value for money spent

Architects

Podcasts

PHASE: DESIGN
I. Make Cost a Non-functional Requirement
II. Systems that Last Align Cost to Business
III.Architecting is a Series of Trade-offs

PHASE: MEASURE
IV. Unobserved Systems Lead to Unknown Costs
Cost Aware Architectures Implement Cost Controls

PHASE: OBSERVE
VI. Cost Optimization is Incremental
VII. Unchallenged Success Leads to Assumptions

Werner Vogels' 6 Rules for Good API Design - The New Stack

• APIs are Forever:  Once an API is created, it should never be deleted, or changed
• Never Break Backward Compatibility: Backward capability is a must.
• Work Backwards from Customer Use Cases: come up with a minimal and simplest form of API that you can actually offer,
• Create APIs That are Self Describing and Have a Clear, Specific Purpose
• Create APIs with Explicit and Well-Documented Failure Modes
• Avoid Leaking Implementation Details at All Costs

Oracle "AI Data-base" $455B ?

"big numbers, big money" game...

 📊 Oracle's $455 Billion AI Gambit: How the Database Giant Quietly Reinvented Itself for the Cloud Wars @forwardfuture.ai

Oracle's 1QFY26 Earnings: Strategic Vindication - Nikhs

...Seven years later, Oracle just reported $455 billion in contracted future revenue—more than the annual revenue of every technology company except Amazon.

"Carbon" lang: C++ replacement from Google?

C++ is like a sports car: fast, and very challenging.
And based on installed codebase, short of some AI miracle, it is here to stay.
But it needs to be modernized, and this is super hard, to preserve some compatibility.
Google-level, long term, task.

In the meantime, Mojo language and Rust are available as simpler and easier alternatives
whenever integration does not need to be tight.

Carbon and Modernizing C++ with Chandler Carruth - Software Engineering Daily

Carbon is a programming language developed by Google as a successor to C++, and it aims to provide modern safety features while maintaining high performance. It’s designed to offer seamless interoperability with C++ while addressing shortcomings of C++ such as slow compilation times and lack of memory safety. Carbon also introduces features like a more readable syntax, improved generics, and automatic memory management while still allowing low-level control.

GitHub - carbon-language/carbon-lang: Carbon Language's main repository: documents, design, implementation, and related tools. (NOTE: Carbon Language is experimental; see README)

AI app: Gemini "Nano Banana"

 Gemini tops the App Store thanks to new AI image model, Nano Banana | TechCrunch

(Google's) "Gemini’s mobile adoption has been soaring since the August launch of its Nano Banana image editor model, which has received positive reviews, particularly from users who say they can now more easily perform complex edits and create realistic images. The app has climbed to the top of global app stores’ charts and has seen a 45% month-over-month increase in downloads in the month of September so far, according to new data provided by app intelligence firm Appfigures.

Though the month is only half over, Gemini’s app has already gained 12.6 million downloads in September, up from 8.7 million in August."

Google Gemini

Gemini 2.5 Flash Image (Nano Banana) | Google AI Studio

AI classes @Udemy (Agents, Workflows, MCP, A2A)

Course: AI Agents & Workflows - The Practical Guide | Udemy Business
Maximilian Schwarzmüller
4 h

• GitHub - mschwarzmueller/ai-agents-workflows-course: Course resources for my "AI Agents & Workflows - The Practical Guide" (https://acad.link/ai-agents) course.
• A longer introduction | n8n Docs
• Model selection - OpenAI API

Course: MCP Crash Course: Complete Model Context Protocol in a Day | Udemy Business
Eden Marco
7 h

Course: MCP Bootcamp: Build, Deploy & Secure Model Context Protocol | Udemy Business
Zoltan C. Toth
8.5 h

Course: The Complete Agentic AI Engineering Course (2025) | Udemy Business
Ed Donner
17 h

• www.n2n.ai

Course: Intro to Google's A2A Protocol: Interoperable AI Agents | Udemy Business
Yash Thakker
1 h

• Github Repo: https://github.com/google/a2a-python
• Docs for A2A: https://google.github.io/A2A/topics/what-is-a2a/
• A2A Announcement: https://developers.googleblog.com/en/a2a-a-new-era-of-agent-interoperability
• Install Python: https://www.python.org/downloads/
• Install Git: https://git-scm.com/downloads
• Install VS Code: https://code.visualstudio.com/download
• Install Cursor: https://www.cursor.com/downloads

AI tool: OpenAI GPT-5 Codex

 Introducing upgrades to Codex | OpenAI

npm i -g @openai/codex

"Codex just got faster, more reliable, and better at real-time collaboration and tackling tasks independently anywhere you develop—whether via the terminal, IDE, web, or even your phone."

Ai tool: AzureDevOps MCP server

 microsoft/azure-devops-mcp: The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents. @GitHub

Amazon Aurora Serverless

A decade of database innovation: The Amazon Aurora story - Amazon Science

From reimagining storage to serverless computing, Aurora continues to push the boundaries of what's possible in database technology.

Serverless Database - Amazon Aurora Serverless - AWS

The Internals of PostgreSQL DB engine

 interdb.jp/pg/index.html

The Internals of PostgreSQL

Postgres DocumentDB: Open Source, Microsoft, AWS

documentdb/documentdb: MongoDB-compatible database engine for cloud-native and open-source workloads. Built for scalability, performance, and developer productivity. @GitHub

DocumentDB is a MongoDB compatible open source document database built on PostgreSQL. It offers a native implementation of a document-oriented NoSQL database, enabling seamless CRUD (Create, Read, Update, Delete) operations on BSON(Binary JSON) data types within a PostgreSQL framework. Beyond basic operations, DocumentDB empowers users to execute complex workloads, including full-text searches, geospatial queries, and vector search, delivering robust functionality and flexibility for diverse data management needs.

PostgreSQL is a powerful, open source object-relational database system that uses and extends the SQL language combined with many features that safely store and scale the most complicated data workloads.

DocumentDB joins the Linux Foundation - Microsoft Open Source Blog

AWS joins the DocumentDB project to build interoperable, open source document database technology | AWS Open Source Blog

Google AI:DeepMind CEO Demis Hassabis

Google DeepMind CEO Demis Hassabis on AI, Creativity, and a Golden Age of Science | All-In Summit - YouTube

Sir Demis Hassabis, reflecting on his Nobel Prize win...

7 EV compact SUVs compared

Tesla Model Y vs.
Ioniq 5 vs.
Kia EV6 vs.
Equinox EV vs.
Mustang Mach-E vs.
VW ID4 vs.
Toyota bZ
 - You by Tube
MotorTrend Channel

7 EV SUVs Tested! Tesla Model Y vs. Ioniq 5 vs. EV6 vs. Equinox EV vs. Mustang Mach-E vs. VW ID4 vs. Toyota bZ

MotorTrend: New Cars - Car News and Expert Reviews

GoLang: BemiDB, columnar store in S3

BemiHQ/BemiDB: Open-source Snowflake and Fivetran alternative bundled together

BemiDB is an open-source Snowflake and Fivetran alternative bundled together. It seamlessly connects to different data sources, syncs data in a compressed columnar format to S3, and allows you to run complex queries using its Postgres-compatible analytical query engine.

Query Engine: leverages a analytical query engine that is 2000x faster than regular Postgres.

AGPL-3.0 license

inventing future: Elon Musk @ all-in podcast

 Elon Musk on DOGE, Optimus, Starlink Smartphones, Evolving with AI, Why the West is Imploding - YouTube @ All-In Podcast - YouTube

Tesla AI5: 40x faster from AI4 chips, 

"The best way to predict the future is to create / invent it" 

AI explain: The phrase "The best way to predict the future is to create it" is a call to action, suggesting that instead of passively trying to foresee future events, one should proactively work to shape their desired future through choices, actions, and a clear vision. While often attributed to Abraham Lincoln, the quote is also attributed to Peter Drucker, with some sources indicating a connection to Alan Kay as well. The core idea is that by setting goals and taking consistent, intentional steps, individuals and organizations can influence outcomes and make their ideal future a reality.

Creating Your Future: The Psychology Behind the Quote | LinkedIn

Quote Origin: We Cannot Predict the Future, But We Can Invent It – Quote Investigator®

Alan Kay has stated that he originated the maxim of the form:
The best way to predict the future is to invent it.
He began to use the saying in 1971.


In 1970 a book containing speculations about the near future included an essay by Garrett Hardin who used the phrase three times:5

As the engineer Dennis Gabor has aptly pointed out, we cannot predict the future but we can invent it. We are, in a word, responsible for what we say.
Answering these questions would require prediction, and (as Gabor pointed out) we cannot predict the future. We can only invent it.

We cannot predict the future, but we can invent it—and we had better start now.

Tesla's Brilliant ‘Master Plan Part 4' is SLAMMED by Critics - YouTube

Tesla STUNS analysts with Shocking Sales -10,000 orders per day! - YouTube

Tesla Model Y Sell-Out Shock: Are All U.S. Units Gone? - YouTube

Game-Changing Tesla Battery Could DOUBLE Your EV’s Lifespan! - YouTube

GoLang: html-to-markdown

JohannesKaufmann/html-to-markdown: ⚙️ Convert HTML to Markdown.
Even works with entire websites and can be extended through rules. 

MIT license

online book: Data Structures and Algorithms (in Python)

Introduction | Data Structures and Algorithms

How Does Recursion Work? | Data Structures and Algorithms

open book project: C++ for CS majors

 A C++ Book — A C++ Book

for Undergraduate Computer Science Majors

by Jeffrey Elkner (with liberal borrowings from the work of Allen B. Downey and Paul Bui)

illustrated by Natalia Cerna

Last Updated: 22 March 2025

AR device: VITURE Luma Pro XR Glasses

Amazon.com: VITURE Luma Pro XR Glasses — 152” 1200p Ultra Sharp Display, 1000 Nits, 52° FOV, Dimming Adjustments, for iPhone 16/15, Android, Mac, PC, Steam Deck, First-Ever XR Experience for Switch 2 - Regular : Electronics

VITURE Luma Pro XR Glasses | VITURE: Next Gen XR Glasses

$499

VITURE Luma Pro casts XR in a new light with industry-first dynamic RGB, two frame sizes for a custom fit, with a ultra sharp screen you will never forget, and featuring a premium translucent and futuristic design.

Home of the Future: Zero-Energy Passive House

Home of the Future: Zero-Energy Passive House - YouTube

Inside the U.S. Department of Energy's 2024 Housing Innovation Awards Grand Winner, a 3,585 ft2, sustainably built, -9 HERS score Passive House in New York that cost just 10% over standard construction.

DOE ZERH HIA 2024 Case Study: Daniel Colombini, Spring Valley Passive House, Ossining, NY

Leadership | Goldman Copeland

c g a s t u d i o - HOME

more, similar

A Pleasant Future Vision: Passive House Source Zero Energy Home Tour - YouTube

NET ZERO Energy PASSIVE HOUSE Build — Ep. 169 - YouTube

EV: new "AUDI" brand in China

VW: "if you can not win, then join them" (Chinese EV car makers, manufacturing this for VW)

 AUDI's E5 is the BEST AUDI EVER: 770 km Range for $32,800 - YouTube by The Electric Viking - YouTube

The Audi E5 is an electric car exclusively for the Chinese market, built by the new sister brand AUDI (spelled in capitals) in collaboration with SAIC Motor. It is a battery-electric, compact executive car that features advanced digital technology, including a unique dashboard with no traditional rings. The E5 Sportback offers a range of up to 770 km (478 miles) on the CLTC cycle, multiple powertrain options, and 800v architecture for fast charging, making it a game-changer for affordable, premium EVs in China.

From vision to reality: new AUDI brand debuts its first model – the AUDI E5 Sportback | Audi MediaCenter

LG Smart prefab home?

Like a big smart refrigerator + tv... makes some sense... 
But I would expect much more innovation on construction side
This will need to be revolutionized by some startup, like Tesla did for EV cars.

I Went to Korea to Test LG's New PREFAB HOME - YouTube by Kerry Tarnow - YouTube

LG is officially building prefab homes and have are exploring expansion into the US market.

LG 스마트코티지, 남다른 시간을 보낼 수 있는 나만의 세컨드하우스

I Found a $60,000 PREFAB HOME Built for Style AND Affordability - YouTube

Local AI: VS Code + Ollama

usually this is quite slow... compared to cloud based AI... but it can work... 

 How To Integrate a Local LLM Into VS Code - The New Stack

Integrating VS Code with a local LLM like Ollama offers a powerful tool you can leverage for whatever coding or coding-adjacent need you have.

The extension in question is called Continue.