
Solvaix
@Solvaix • 1,733 subscribers
solving the game before you know it's a game
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$164,000 A YEAR. THAT'S WHAT ONE COMPANY SAVES BY LETTING ONE PERSON RUN FOUR EXCAVATORS FROM A SINGLE CHAIR. The machines sit at four separate rural gravel pits, each one busy for maybe 1-2 hours out of an 8-hour shift, one or two trucks a day. Not enough work to justify parking a full-time operator at any single site. One operator runs all four from a single bank of screens, hundreds of miles from any of them. An AI layer watches all four feeds at once and tells them which pit needs attention first. The grade-control display does its own terrain read, catching depth errors down to a couple centimeters as the bucket moves. Four site-based operators: about $224,000 a year combined. One remote operator plus four AI-assisted consoles: roughly $60,000 a year in wages, $240,000 in equipment across all four machines, cameras, wireless control units, and the AI layer itself. Under a year and a half, the hardware pays for itself in wages alone. The article below calls this the next wave after digital agents. It's already stepping off the screen and into dirt nobody gets paid to stand in anymore.
Solvaix1,759,192 görüntüleme • 1 ay önce

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.
Solvaix96,637 görüntüleme • 1 ay önce

MEP refers to the mechanical, electrical, and plumbing systems that are essential for a house to operate. This model shows exactly those systems, including ductwork, water tanks, an exterior air conditioner unit, and wiring, all planned out before building begins. Typically, coordinating these systems for a house this size would cost between $2,500 and $5,000. However, the issues this coordination helps prevent are far more costly than the invoice itself. In the US, electrical issues are estimated to cause 51,000 home fires annually, leading to $1.3 billion in damages. Water damage from broken pipes or faulty plumbing connections averages $15,400 per insurance claim, and about 1 in 67 homeowners file such a claim each year. By modeling all systems before construction starts, potential problems like faulty wiring or incorrectly installed pipes can be identified on screen rather than after walls are finished, saving significant money when issues arise. 3D modeling is also starting to incorporate AI. Revit 2027 now includes an official MCP connector that allows major AI models to access project files like this one. Currently, the AI can only read the files, not modify them. The article below explains why this is the case for now.
Solvaix32,877 görüntüleme • 20 gün önce

Nobody thinks about the pipes and wires behind a wall until one of them fails. That blind spot is what's missing from the AI rush sweeping through this industry: every firm wants an MCP connector, a copilot, something that reads the model faster than a human can. Having one is starting to look like the whole pitch, whether or not it helps. This is water, power, and drainage, threaded through a building people live and work in every day. Hand the whole job to AI and walk away, and nobody sees the mistake in a demo. They see it two years later: a flooded floor. Revit's own MCP is still read only. That restraint might be the smartest part of the whole rollout.
Solvaix12,067 görüntüleme • 14 gün önce

A CLASH CAUGHT IN THE MODEL COSTS $500. THE SAME CLASH CAUGHT ON SITE COSTS $17,000. A NUMBER THAT TRACES BACK TO AUTODESK'S OWN RESEARCH, NOT A GUESS. This isn't an early sketch of a building system, it's the final version: cooling towers, pumps, heat exchangers, pipe runs called out at exact sizes, 32mm and 100mm, ready to hand to a shop that's about to cut real metal to those numbers. That's the highest-stakes moment in the whole process. A mistake caught early just gets redrawn on screen. The same mistake, missed until the shop has already cut the pipe, means wasted material and a piece that has to be made again from scratch. Reading a model this dense for clashes, pipes crossing pipes, pipes crossing equipment, is exactly what Claude connected to Revit 2027 through MCP is built for. The official Revit MCP server can already read all of it. It still can't fix what it finds. The article below covers why.
Solvaix24,679 görüntüleme • 1 ay önce

FIX IT ON SCREEN: 1X COST. FIX IT DURING CONSTRUCTION: 10X. FIX IT AFTER HANDOVER: 100X. That's the industry's own math for coordination errors. Every pipe and duct on this ceiling carries its own millimeter callout, checked against the real unfinished site before drywall closes over it. One documented BIM coordination case spent $200,000 catching clashes like this before construction. Saved over $2.5 million once the project finished. A 10x return. Revit's new MCP integration puts Claude directly on a model like this, every dimension, every parameter, every clearance, without the manual scroll. It still can't move anything in the file, only point at what's about to go wrong. See the article below for exactly where that line is drawn, and why.
Solvaix18,909 görüntüleme • 1 ay önce

4-6M DOLLARS. ROUGHLY WHAT THIS CLIFFSIDE RESIDENCE WOULD COST TO ACTUALLY BUILD. It starts with a mountain, shaped inside Revit's own site tools, floors and columns built level by level, human figures placed into the scene. From there the whole thing moves to 3ds Max for a full rebuild: terrain, floors, materials, multiple camera setups, one render pass to finish it. Cliffside sites push the price up mainly through foundations and platforms that jut out over the drop, not finishes. That's most of where the 4-6M comes from. Built in Revit 2024, before MCP existed. Revit 2027 has it now, and Claude can read every element in a model like this in seconds, surfacing warnings and outliers.
Solvaix24,308 görüntüleme • 1 ay önce

$65 MILLION RESIDENTIAL TOWER. 17 FLOORS OF WATER, DRAINAGE, AND MECHANICAL RUNS, PLACED AND CHECKED ONE LEVEL AGAINST THE NEXT, BEFORE ANY OF THE WALLS GO UP. Old process: 5 engineers, 3 months, around $240,000. New process: 1 engineer confirming the output, 3 weeks, roughly $25,000 combined, engineer's time plus AI compute. Autodesk added an official MCP server to Revit in April 2026, letting Claude read a live model directly instead of guessing from a screenshot. It can trace every riser, every parameter, every clash. It still can't build or edit anything, read-only on purpose. The workaround already exists, and it's what makes that new process number real. See the article below for how it works.
Solvaix13,113 görüntüleme • 1 ay önce

A three-story office build. The MEP coordination model behind it cost around $8,000 and caught 40 clashes before construction started. Kimi K3 can already read a model like this through Revit's official MCP: flag clashes, cross-check disciplines, nothing more, the server stays read-only. Point it at a community-built Revit MCP instead, and it edits directly: reroute a pipe, resize a duct, delete an element, through 138 exposed tools. That official-versus-community split doesn't exist in Blender. BlenderMCP, the standard connector, already builds and fixes the scene directly. No separate write-access workaround needed. More on that below.
Solvaix10,904 görüntüleme • 29 gün önce

A CUSTOM BOOTH AT THIS DETAIL LEVEL RUNS $58,000 TO $145,000 ON THE OPEN MARKET. THIS ONE CAME OUT OF A CHAT MESSAGE. The brief: a reference photo, a height cap of 4.5m, a footprint of 6 by 9 meters. Claude built the whole thing inside Blender through MCP, reception desk, demo counter, a lounge with sofas and hanging planters, LED edge lighting throughout. It hit a real snag partway through: Blender's latest version changed its compositor code, and the first render came out badly overexposed. Claude found the cause, two lights running too hot and glare set too aggressive, and fixed it. Final scene: 1,133 objects, rendered at 1500x1180. Blender's official MCP connection has had full read and write access since April 2026. Every tool it can use, and exactly where it still falls short, is in the article below.
Solvaix16,046 görüntüleme • 1 ay önce
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