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solving the game before you know it's a game

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$31 MILLION HOTEL. EVERY PIPE AND WIRE MAPPED IN ADVANCE. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A 190-room hotel needed its ductwork, plumbing, electrical, and fire suppression modeled and coordinated before construction could start. The design team connected Kimi K3 to their modeling software through MCP, then had it read photos of the blueprints alongside plain English descriptions of each system and build the model directly instead of placing every component by hand. Old process: 3 engineers, 6 weeks, around $47,000. New process: 1 engineer confirming the AI's output, 9 days, roughly $10,500 combined, engineer's time plus AI compute. Coordinated models finished this way cut change orders by 60 to 80 percent once construction begins. See the article below for a smaller example of the Kimi K3 + Blender MCP workflow.

$31 MILLION HOTEL. EVERY PIPE AND WIRE MAPPED IN ADVANCE. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A 190-room hotel needed its ductwork, plumbing, electrical, and fire suppression modeled and coordinated before construction could start. The design team connected Kimi K3 to their modeling software through MCP, then had it read photos of the blueprints alongside plain English descriptions of each system and build the model directly instead of placing every component by hand. Old process: 3 engineers, 6 weeks, around $47,000. New process: 1 engineer confirming the AI's output, 9 days, roughly $10,500 combined, engineer's time plus AI compute. Coordinated models finished this way cut change orders by 60 to 80 percent once construction begins. See the article below for a smaller example of the Kimi K3 + Blender MCP workflow.

1,653,309 views

$180,000 VOLVO SEMI TRUCK. EVERY WIRE AND PIPE IN THE CAB AND ENGINE BAY MAPPED IN ADVANCE. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A cab and engine bay this dense needed its wiring, cooling lines, and air and brake lines modeled and checked for clashes before a physical prototype could be built. The design team connected Kimi K3 to their CAD software through MCP, then had it read photos of the cab and engine bay alongside plain English descriptions of each system and build the model directly instead of placing every line by hand. Old process: 2 engineers, 3 weeks, around $19,000. New process: 1 engineer reviewing and refining the AI's output, 5 days, roughly $3,500 combined, engineer's time plus AI compute. Routing clashes caught this way cost a few hundred dollars to fix. The same clash caught after a physical prototype is already built costs 10 to 100 times more. See the article below for a smaller example of the Kimi K3 + Blender MCP workflow.

$180,000 VOLVO SEMI TRUCK. EVERY WIRE AND PIPE IN THE CAB AND ENGINE BAY MAPPED IN ADVANCE. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A cab and engine bay this dense needed its wiring, cooling lines, and air and brake lines modeled and checked for clashes before a physical prototype could be built. The design team connected Kimi K3 to their CAD software through MCP, then had it read photos of the cab and engine bay alongside plain English descriptions of each system and build the model directly instead of placing every line by hand. Old process: 2 engineers, 3 weeks, around $19,000. New process: 1 engineer reviewing and refining the AI's output, 5 days, roughly $3,500 combined, engineer's time plus AI compute. Routing clashes caught this way cost a few hundred dollars to fix. The same clash caught after a physical prototype is already built costs 10 to 100 times more. See the article below for a smaller example of the Kimi K3 + Blender MCP workflow.

65,085 views

CATCH A DESIGN PROBLEM ON AN EMPTY LOT, IT'S FREE. CATCH IT AFTER FRAMING, IT'S A CHANGE ORDER. This is a phone camera on an empty yard, AR-mapping the actual house frame onto real ground, full scale, before anything gets built. WITHOUT AR WALKTHROUGH: Design issue caught during or after framing. Cost impact: 5-40% of project budget, per construction cost-overrun research. On a $450,000 build, even the low end of that range is $22,500 in avoidable overruns. WITH AR WALKTHROUGH: Design issue caught on the empty lot. Cost impact: a five-minute walk and an edit to the plan, before anything's actually built. That gap is the entire pitch. Not a fancier rendering, a cheaper mistake. This clip shows a house before it exists. The article below covers the flip side, scanning a space that already exists and turning it into something anyone can walk through from a phone, no headset needed.

CATCH A DESIGN PROBLEM ON AN EMPTY LOT, IT'S FREE. CATCH IT AFTER FRAMING, IT'S A CHANGE ORDER. This is a phone camera on an empty yard, AR-mapping the actual house frame onto real ground, full scale, before anything gets built. WITHOUT AR WALKTHROUGH: Design issue caught during or after framing. Cost impact: 5-40% of project budget, per construction cost-overrun research. On a $450,000 build, even the low end of that range is $22,500 in avoidable overruns. WITH AR WALKTHROUGH: Design issue caught on the empty lot. Cost impact: a five-minute walk and an edit to the plan, before anything's actually built. That gap is the entire pitch. Not a fancier rendering, a cheaper mistake. This clip shows a house before it exists. The article below covers the flip side, scanning a space that already exists and turning it into something anyone can walk through from a phone, no headset needed.

48,954 views

$40 MILLION HOSPITAL WING. EVERY PIPE AND DUCT MAPPED BEFORE CONSTRUCTION STARTS. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A seven-story hospital wing needed its ductwork, plumbing, electrical, and fire suppression modeled and coordinated before construction could start. The design team connected Claude to Revit through a community-built MCP connector, then had it read the coordination model alongside plain English descriptions of each system and build the pipe and duct runs directly instead of placing every component by hand. Old process: 3 engineers, 5 weeks, around $42,000. New process: 1 engineer confirming Claude's output, 8 days, roughly $9,000 combined, engineer's time plus AI compute. Coordinated models finished this way cut change orders by 40 to 60 percent once construction begins. See the article below on why Autodesk built the official version read-only, on purpose.

$40 MILLION HOSPITAL WING. EVERY PIPE AND DUCT MAPPED BEFORE CONSTRUCTION STARTS. BUILT BY TYPING SENTENCES INSTEAD OF PLACING THEM BY HAND. A seven-story hospital wing needed its ductwork, plumbing, electrical, and fire suppression modeled and coordinated before construction could start. The design team connected Claude to Revit through a community-built MCP connector, then had it read the coordination model alongside plain English descriptions of each system and build the pipe and duct runs directly instead of placing every component by hand. Old process: 3 engineers, 5 weeks, around $42,000. New process: 1 engineer confirming Claude's output, 8 days, roughly $9,000 combined, engineer's time plus AI compute. Coordinated models finished this way cut change orders by 40 to 60 percent once construction begins. See the article below on why Autodesk built the official version read-only, on purpose.

23,561 views

34,547 ELEMENTS. 34 WARNINGS. 7 DUPLICATE ELEMENTS REVIT'S OWN SCHEDULE NEVER CAUGHT. One prompt, one live Revit model, one Claude session through the MCP connection. No plugins, no exported schedules to reformat by hand. Claude walked the model tree: rooms, families, sheets, every open warning, cross-checked counts against each other, and came back with a full audit. Top flag: three fire-rated doors modeled without a fire rating parameter. The rest ranked below it, from code-adjacent to cosmetic. Still the read-only side of Revit's official MCP server, the part Autodesk shipped first, on purpose. Write access is on their own roadmap, through a separate server built specifically for it. Nothing here moved a single element. The model just got properly looked at, faster than a manual QA pass usually runs.

34,547 ELEMENTS. 34 WARNINGS. 7 DUPLICATE ELEMENTS REVIT'S OWN SCHEDULE NEVER CAUGHT. One prompt, one live Revit model, one Claude session through the MCP connection. No plugins, no exported schedules to reformat by hand. Claude walked the model tree: rooms, families, sheets, every open warning, cross-checked counts against each other, and came back with a full audit. Top flag: three fire-rated doors modeled without a fire rating parameter. The rest ranked below it, from code-adjacent to cosmetic. Still the read-only side of Revit's official MCP server, the part Autodesk shipped first, on purpose. Write access is on their own roadmap, through a separate server built specifically for it. Nothing here moved a single element. The model just got properly looked at, faster than a manual QA pass usually runs.

28,689 views

Bad ventilation can make your thinking scores drop by half. That's what a Harvard study found looking at indoor air quality and carbon dioxide levels. Same brain, worse air, worse thinking. This video shows us three rooms, each modeled system by system in Revit before construction starts. A mechanical room with the heat pump and main lines. A living room with ducts planned above the ceiling. A bathroom with the whole network overhead. If you mess up the living room ducts, you end up with that common issue: a hot bedroom and a cold kitchen. If the bathroom setup is wrong, moisture can't escape, and that's how mold grows behind the walls. It's cheap to fix these mistakes in the design phase. Move a line, change a size, done in a minute. Fix the same mistake after the walls are up and it usually runs $1,500 to $9,000 in a regular house. Engineers have a term for this: the 1-10-100 rule. A mistake costs $1 during design, $10 after it's built, and $100 once people are living in the house. AI can already check ductwork designs. The next step: building them with a sentence.

Bad ventilation can make your thinking scores drop by half. That's what a Harvard study found looking at indoor air quality and carbon dioxide levels. Same brain, worse air, worse thinking. This video shows us three rooms, each modeled system by system in Revit before construction starts. A mechanical room with the heat pump and main lines. A living room with ducts planned above the ceiling. A bathroom with the whole network overhead. If you mess up the living room ducts, you end up with that common issue: a hot bedroom and a cold kitchen. If the bathroom setup is wrong, moisture can't escape, and that's how mold grows behind the walls. It's cheap to fix these mistakes in the design phase. Move a line, change a size, done in a minute. Fix the same mistake after the walls are up and it usually runs $1,500 to $9,000 in a regular house. Engineers have a term for this: the 1-10-100 rule. A mistake costs $1 during design, $10 after it's built, and $100 once people are living in the house. AI can already check ductwork designs. The next step: building them with a sentence.

11,201 views

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3 HOURS OF MANUAL SETUP GOT AN AI BUILDING INSIDE REVIT. AUTODESK'S OWN VERSION STILL CAN'T. Revit is the software behind most MEP work, the mechanical, electrical, and plumbing systems planned out digitally before a single pipe goes into a real building. Autodesk released Revit 2027 in April 2026, then followed it in June with an official MCP server, Model Context Protocol, letting outside AI tools like Claude plug directly into a live model instead of guessing from screenshots. Claude Fable 5 connected without issue. It could read walls, ducts, pump schedules, dozens of parameters per object. It couldn't create a single wall, duct, or schedule, Tech Preview status, write access still locked on purpose. A beginner MEP engineer wanted more: three pumps, a chiller connection, basic ductwork, built by description instead of menu clicks. The official server couldn't do it. The fix was a community-built Revit MCP project instead, unofficial, 61 separate functions in total, including the ability to actually create and edit elements, the access Autodesk hasn't opened up yet. No official installer, no drag-and-drop, real technical setup before anything worked, close to 3 hours in this case. Once it was live, a small MEP layout that would've taken most of a workday to build by hand was finished in 40 minutes. Over in 3D art and design software, that gap doesn't exist. Blender's official MCP has had full read and write access since April 2026, backed by Anthropic as a funding partner of the Blender Foundation. Get a 3D scene wrong and you hit render again. Get a real pipe run wrong and you're filing a change order. That's the caution Autodesk is building into Revit.

Solvaix

96,637 views • 1 month ago

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