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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...

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Solvaix

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18,909 views • 22 days ago •via X (Twitter)

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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.
0:29

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.

Solvaix

10,904 views • 16 days ago

$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.
0:37

$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.

Solvaix

13,113 views • 20 days ago

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.
0:28

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.

Solvaix

24,679 views • 1 month ago

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.
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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.

Solvaix

24,308 views • 1 month ago

you added a line, the problem went away, you left it there that was two models ago the model it was correcting retired last year, and the line is still executing, on a model that would have done, the right thing on its own nothing in the file says when anything was written, so the fix and the damage sit on the page looking identical every output you have shipped, since carries the shape of a model nobody runs you have been reading it as a document it is a sediment, and nobody was going to tell you when the bottom layer expired
1:29

you added a line, the problem went away, you left it there that was two models ago the model it was correcting retired last year, and the line is still executing, on a model that would have done, the right thing on its own nothing in the file says when anything was written, so the fix and the damage sit on the page looking identical every output you have shipped, since carries the shape of a model nobody runs you have been reading it as a document it is a sediment, and nobody was going to tell you when the bottom layer expired

Lagosaur

17,548 views • 20 days ago

I asked Claude to run an SEO loop I told it to fix my rankings once a month. It runs on its own. Remembers what it tried. Iterates like an agency would. Cost me under $5 per run. The side project it's running on: 10M impressions, 120K clicks. An SEO agency charges thousands for this. The loop is basically free. Here's the whole thing: → Connect Google Search Console + Data for SEO (it sees exactly where you rank) → It fixes the low-hanging fruit: meta tags, JSON-LD, sitemaps, link cannibalization → It's judged on ONE metric: your Google ranking → Every run logs to a markdown file, so it picks up where it left off Set it up once. It compounds for years.
13:35

I asked Claude to run an SEO loop I told it to fix my rankings once a month. It runs on its own. Remembers what it tried. Iterates like an agency would. Cost me under $5 per run. The side project it's running on: 10M impressions, 120K clicks. An SEO agency charges thousands for this. The loop is basically free. Here's the whole thing: → Connect Google Search Console + Data for SEO (it sees exactly where you rank) → It fixes the low-hanging fruit: meta tags, JSON-LD, sitemaps, link cannibalization → It's judged on ONE metric: your Google ranking → Every run logs to a markdown file, so it picks up where it left off Set it up once. It compounds for years.

The Startup Ideas Podcast (SIP) 🧃

19,013 views • 1 month ago

Ran a lot more tests with Tripo P2.0 - and I think this has to become standard practice for 3D artists. ⚡ About 95% of the mesh comes out great. There are still spots I'd want to fix, but you can't deny it's good. But that's exactly the pipeline I see now: generate it, open it in Blender, spend few minutes in RetopoFlow on the few places that need it — and you have a professional mesh. Actually five minutes total! And I'm still not over the logical separation. Every part comes out as its own object. Recorded this one inside Blender so you can actually see the wireframe and the quads.
1:01

Ran a lot more tests with Tripo P2.0 - and I think this has to become standard practice for 3D artists. ⚡ About 95% of the mesh comes out great. There are still spots I'd want to fix, but you can't deny it's good. But that's exactly the pipeline I see now: generate it, open it in Blender, spend few minutes in RetopoFlow on the few places that need it — and you have a professional mesh. Actually five minutes total! And I'm still not over the logical separation. Every part comes out as its own object. Recorded this one inside Blender so you can actually see the wireframe and the quads.

Stefan 3D AI

57,832 views • 1 month ago

THIS CS TEACHER CONTROLS 4 CLAUDE CODE INSTANCES WITH HIS EYES AND VOICE - AND THEY FIX THEIR OWN MISTAKES AUTOMATICALLY He runs 4 Claude terminals at once - no mouse, no keyboard - eye tracking highlights the window he's looking at and voice dictation sends the prompt the moment he stops talking. But the real setup is what happens inside those terminals. Claude Code has zero memory of what went wrong last session - same bug that took 20 minutes to fix yesterday will happen again tomorrow unless you configure it correctly. His CLAUDE.md grows every time Claude makes a mistake - specific rules Claude reads before touching a single line - and PostToolUse hooks auto-format and type-check every file the moment it's written. Stop hooks run tests automatically when Claude says "done" - if they fail, Claude reads the errors and keeps fixing without any manual input. Before: 45 minutes of back-and-forth per feature, same mistakes on repeat - after: 10 minutes, most of it unattended.
1:23

THIS CS TEACHER CONTROLS 4 CLAUDE CODE INSTANCES WITH HIS EYES AND VOICE - AND THEY FIX THEIR OWN MISTAKES AUTOMATICALLY He runs 4 Claude terminals at once - no mouse, no keyboard - eye tracking highlights the window he's looking at and voice dictation sends the prompt the moment he stops talking. But the real setup is what happens inside those terminals. Claude Code has zero memory of what went wrong last session - same bug that took 20 minutes to fix yesterday will happen again tomorrow unless you configure it correctly. His CLAUDE.md grows every time Claude makes a mistake - specific rules Claude reads before touching a single line - and PostToolUse hooks auto-format and type-check every file the moment it's written. Stop hooks run tests automatically when Claude says "done" - if they fail, Claude reads the errors and keeps fixing without any manual input. Before: 45 minutes of back-and-forth per feature, same mistakes on repeat - after: 10 minutes, most of it unattended.

Noisy

13,782 views • 3 months ago

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.
0:39

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

THIS GUY JUST BUILT A DRONE THAT TRACKS TARGETS WITH A LASER USING CLAUDE > No robotics team > No engineering degree > No budget He used Claude Code to write the entire system in Python - a drone that locks onto a target, follows it with a laser and corrects its own aim automatically after every attempt. The AI gets more accurate the longer it runs because it learns from every single shot. He's still improving it and this is only the beginning. You have the same tool he used. The article below is about how to actually use it to its full potential.
0:39

THIS GUY JUST BUILT A DRONE THAT TRACKS TARGETS WITH A LASER USING CLAUDE > No robotics team > No engineering degree > No budget He used Claude Code to write the entire system in Python - a drone that locks onto a target, follows it with a laser and corrects its own aim automatically after every attempt. The AI gets more accurate the longer it runs because it learns from every single shot. He's still improving it and this is only the beginning. You have the same tool he used. The article below is about how to actually use it to its full potential.

Anatoli Kopadze

276,199 views • 4 months ago

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.
0:27

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.

Solvaix

32,877 views • 7 days ago

The new Fable 5.1 built three games and did it 7% cheaper! We gave the same prompts through Atomic Agent: ✦ Sticky ball that rolls up everything in its path ✦ Capybara surfing down a river, Subway Surfers style ✦ Dumpling running an endless conveyor dodge Outputs: ✦ Claude Fable 5, via Atomic Agent: $7.65 ✦ Claude Fable 5.1, via Atomic Agent: $7.08 Run it through an agent and that cache discount is where the money hides. The loop reads the file, watches it break, and pulls the whole context back in to fix it, over and over. Every one of those re-reads costs a quarter on 5.1 of what it cost on 5. Same games on screen, and the newer version just spends less to get there. Across three builds the loop paid for the upgrade on its own.
0:33

The new Fable 5.1 built three games and did it 7% cheaper! We gave the same prompts through Atomic Agent: ✦ Sticky ball that rolls up everything in its path ✦ Capybara surfing down a river, Subway Surfers style ✦ Dumpling running an endless conveyor dodge Outputs: ✦ Claude Fable 5, via Atomic Agent: $7.65 ✦ Claude Fable 5.1, via Atomic Agent: $7.08 Run it through an agent and that cache discount is where the money hides. The loop reads the file, watches it break, and pulls the whole context back in to fix it, over and over. Every one of those re-reads costs a quarter on 5.1 of what it cost on 5. Same games on screen, and the newer version just spends less to get there. Across three builds the loop paid for the upgrade on its own.

Atomic Agent

20,255 views • 9 days ago

A DOCTOR BUILT AN AI-QUERYABLE DATABASE OF EVERY DISEASE HE KNOWS IN OBSIDIAN. THE SAME STACK CAN RUN AN ENTIRE COMPANY ON ONE PERSON'S BRAIN Zoomed out, his vault looks like a constellation. Every disease linked to its symptoms, every symptom to the conditions it shows up in, every treatment to what it treats. Adding a new case is one note that wires itself into the rest. It's a personal database, and the structure has nothing to do with medicine. It's just nodes and links. Once you see that, the same setup runs anything: > a startup that needs to remember every customer, decision, and meeting; > a school whose curriculum links to every lecture and student question; > a business where SOPs, clients, and vendors all sit in one queryable graph. Drop Claude on top, and the vault stops being a map. It becomes something you can ask, in plain English, across everything you've ever written down. Full Claude + Obsidian build in the article below. Bookmark this
0:21

A DOCTOR BUILT AN AI-QUERYABLE DATABASE OF EVERY DISEASE HE KNOWS IN OBSIDIAN. THE SAME STACK CAN RUN AN ENTIRE COMPANY ON ONE PERSON'S BRAIN Zoomed out, his vault looks like a constellation. Every disease linked to its symptoms, every symptom to the conditions it shows up in, every treatment to what it treats. Adding a new case is one note that wires itself into the rest. It's a personal database, and the structure has nothing to do with medicine. It's just nodes and links. Once you see that, the same setup runs anything: > a startup that needs to remember every customer, decision, and meeting; > a school whose curriculum links to every lecture and student question; > a business where SOPs, clients, and vendors all sit in one queryable graph. Drop Claude on top, and the vault stops being a map. It becomes something you can ask, in plain English, across everything you've ever written down. Full Claude + Obsidian build in the article below. Bookmark this

Yarchi

32,594 views • 2 months ago

mark zuckerberg just did the pettiest thing in tech: he gave away a model one point below gpt-5.6 for free, purely to make sam altman's $200 subscription look insane. it worked. the free one scores 61 to openai's 62 on every benchmark that ships, and it runs on a card you already own. the $200 you hand altman every month is now the price of a single point you cannot feel. here is the whole switch, and it runs for about $6 instead of $400: -> pull the open model zuckerberg dropped and serve it on localhost in one line, so every app that used to call openai now calls your own machine -> keep cursor, cline and your own scripts exactly as they are, none of them notice the endpoint left openai for your gpu -> send the rare heavy job to a rented nvidia card by the hour and keep the daily work local for the cost of electricity -> your $200 chatgpt seat and your $200 claude seat both go quiet, and the bill drops the same week here is the part they will fight me on: openai and anthropic are not selling a smarter model anymore, they are selling one benchmark point and a monthly invoice. zuckerberg just proved the point is free, and once the point is free, $200 is not a price, it is a dare. the full switch is in the article below. save it before the next open model passes them outright and the dare turns into a joke.
0:21

mark zuckerberg just did the pettiest thing in tech: he gave away a model one point below gpt-5.6 for free, purely to make sam altman's $200 subscription look insane. it worked. the free one scores 61 to openai's 62 on every benchmark that ships, and it runs on a card you already own. the $200 you hand altman every month is now the price of a single point you cannot feel. here is the whole switch, and it runs for about $6 instead of $400: -> pull the open model zuckerberg dropped and serve it on localhost in one line, so every app that used to call openai now calls your own machine -> keep cursor, cline and your own scripts exactly as they are, none of them notice the endpoint left openai for your gpu -> send the rare heavy job to a rented nvidia card by the hour and keep the daily work local for the cost of electricity -> your $200 chatgpt seat and your $200 claude seat both go quiet, and the bill drops the same week here is the part they will fight me on: openai and anthropic are not selling a smarter model anymore, they are selling one benchmark point and a monthly invoice. zuckerberg just proved the point is free, and once the point is free, $200 is not a price, it is a dare. the full switch is in the article below. save it before the next open model passes them outright and the dare turns into a joke.

starmex

105,174 views • 3 days ago

I gave Elon's Grok Bot $60 and one rule: "The day you cannot pay your own subscription is the day I unplug you". 48 hours in it is sitting on $4,412 and it already paid the bill. Autonomous trading agent on Polymarket, running on its own cloud box with its own browser and terminal. I did not write a line of code and I did not watch it trade. Every 15 minutes it: -> Pulls every market that resolves inside 24 hours. -> Reads live X sentiment, and it is Grok, so it sees every post on this app before the price moves. -> Prices each market itself and only flags a gap above 7%. -> Sizes on the gap, never above 5% of the bankroll. -> Executes in its own browser, nobody approves anything. -> Covers its own $200 subscription straight out of profits. Balance hits $0, subscription gets cancelled, it is gone for good. Hour 11 it was at $9 -> runway one day. It dumped every politics position and switched to same day baseball totals, front-running lineup cards before the market repriced. It rewrote its own strategy to not die. Setup was one evening: spin up the bot, run one trade in front of it, put it on a timer, connect Telegram with no VPS, no API keys and no dev on call. Last spring a freelancer took $2,500 for something like this -> it made $410 and died on a rate limit. Grok Bot did in one evening what $2,500 could not. $60 -> $4,412 in 48 hours. What is it sitting at by Sunday?
0:56

I gave Elon's Grok Bot $60 and one rule: "The day you cannot pay your own subscription is the day I unplug you". 48 hours in it is sitting on $4,412 and it already paid the bill. Autonomous trading agent on Polymarket, running on its own cloud box with its own browser and terminal. I did not write a line of code and I did not watch it trade. Every 15 minutes it: -> Pulls every market that resolves inside 24 hours. -> Reads live X sentiment, and it is Grok, so it sees every post on this app before the price moves. -> Prices each market itself and only flags a gap above 7%. -> Sizes on the gap, never above 5% of the bankroll. -> Executes in its own browser, nobody approves anything. -> Covers its own $200 subscription straight out of profits. Balance hits $0, subscription gets cancelled, it is gone for good. Hour 11 it was at $9 -> runway one day. It dumped every politics position and switched to same day baseball totals, front-running lineup cards before the market repriced. It rewrote its own strategy to not die. Setup was one evening: spin up the bot, run one trade in front of it, put it on a timer, connect Telegram with no VPS, no API keys and no dev on call. Last spring a freelancer took $2,500 for something like this -> it made $410 and died on a rate limit. Grok Bot did in one evening what $2,500 could not. $60 -> $4,412 in 48 hours. What is it sitting at by Sunday?

slash1s

188,811 views • 15 days ago

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.
0:45

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.

Solvaix

15,916 views • 1 month ago

nobody's checking the math on this and that's the scary part Elon Musk posted an idea that hit 21 million views: "the money isn't in picking better assets - it's in reacting before everyone else does" that's basically what Grok Bot does now - I gave it $65 and told it to earn its keep or get shut off $65 → $8,910 in one week still running, still compounding - it hasn't needed me since day one, runs on its own machine in the cloud around the clock every 15 minutes it: > scans every live sports market where the score just moved > checks how far behind the posted odds are from what actually just happened > only steps in once that gap is wide enough to be worth the risk > sizes the next position off how well the last one did, not off a fixed amount > executes on its own, no sign-off from me > pays its own hosting bill from whatever it made that week miss a payment and it's gone for good - it knows that after dropping to $8 on day one, it stopped touching anything where the gap wasn't obvious - got pickier, then started compounding setup was one evening: build it, run a single trade in front of it, schedule it, connect a wallet no VPS. no API keys. no code to maintain some of these have been quietly running for weeks - nobody hears about them until someone finally posts bookmark this before you're the one still watching
0:45

nobody's checking the math on this and that's the scary part Elon Musk posted an idea that hit 21 million views: "the money isn't in picking better assets - it's in reacting before everyone else does" that's basically what Grok Bot does now - I gave it $65 and told it to earn its keep or get shut off $65 → $8,910 in one week still running, still compounding - it hasn't needed me since day one, runs on its own machine in the cloud around the clock every 15 minutes it: > scans every live sports market where the score just moved > checks how far behind the posted odds are from what actually just happened > only steps in once that gap is wide enough to be worth the risk > sizes the next position off how well the last one did, not off a fixed amount > executes on its own, no sign-off from me > pays its own hosting bill from whatever it made that week miss a payment and it's gone for good - it knows that after dropping to $8 on day one, it stopped touching anything where the gap wasn't obvious - got pickier, then started compounding setup was one evening: build it, run a single trade in front of it, schedule it, connect a wallet no VPS. no API keys. no code to maintain some of these have been quietly running for weeks - nobody hears about them until someone finally posts bookmark this before you're the one still watching

bl888m

33,545 views • 6 days ago

Prabha Sharma, one of the sharpest women mathematicians India has produced: "Optiver puts every applicant through a probability gauntlet, then pays the ones who pass $500,000 a year for one skill: counting the ways an outcome can happen before anyone else does. that is exactly where this professor opens her course, and it is free" this free lecture is the foundation under every prediction market and every price you have ever seen. strip away the models and the AI and one question is left. in how many ways can this happen, and how many of them pay you. get that count right and the probability falls out on its own. get it wrong and every model built on top is wrong with it. Sharma builds it from zero, on a blackboard, in notation a schoolkid can follow. permutations, combinations, the n choose r sitting under every set of odds. Wall Street rents this out as a $500,000 edge. an IIT professor hands you the whole foundation for free.
51:57

Prabha Sharma, one of the sharpest women mathematicians India has produced: "Optiver puts every applicant through a probability gauntlet, then pays the ones who pass $500,000 a year for one skill: counting the ways an outcome can happen before anyone else does. that is exactly where this professor opens her course, and it is free" this free lecture is the foundation under every prediction market and every price you have ever seen. strip away the models and the AI and one question is left. in how many ways can this happen, and how many of them pay you. get that count right and the probability falls out on its own. get it wrong and every model built on top is wrong with it. Sharma builds it from zero, on a blackboard, in notation a schoolkid can follow. permutations, combinations, the n choose r sitting under every set of odds. Wall Street rents this out as a $500,000 edge. an IIT professor hands you the whole foundation for free.

Rossst.03

61,127 views • 17 days ago

This pool guy was called to find a leak that no one else could find. Within a little while he detected the leak around a jet. He wasn’t sure why no one could find it. The only way to permanently fix the leak was to jackhammer into the concrete and replace the pipe which would roughly cost $5K. Or, you could temporarily fix the leak with some putty for about $25. This is why I don’t own a pool anymore. If it could go wrong it would. Seems like there is always an issue with a pool. If you were the homeowner, would you spend the $5K to replace the pipe and not worry about it for a long time or would you just keep temporarily fixing it with putty?
2:12

This pool guy was called to find a leak that no one else could find. Within a little while he detected the leak around a jet. He wasn’t sure why no one could find it. The only way to permanently fix the leak was to jackhammer into the concrete and replace the pipe which would roughly cost $5K. Or, you could temporarily fix the leak with some putty for about $25. This is why I don’t own a pool anymore. If it could go wrong it would. Seems like there is always an issue with a pool. If you were the homeowner, would you spend the $5K to replace the pipe and not worry about it for a long time or would you just keep temporarily fixing it with putty?

👉M-Û-R-Č-H👈

2,369,902 views • 5 months ago

AN ANTHROPIC ENGINEER LEAKED THIS OBSIDIAN CONVENTION you start with 12 notes and one convention. 6 months later you have 2379 and every one is linked to every one it belongs next to. you never touched the graph. claude did the convention is a domain prefix at the top of every markdown file. six characters. claude reads it, knows where the note belongs, and connects it to the older ones without you ever asking you drop in a new pdf at midnight. claude reads it, writes 8 linked notes, contradicts your old note from march, dates both versions, and pins the one you actually need on top by morning your vault stops being a folder. it becomes a night sky article in the first reply i test things like this on myself and share the results. follow kai if you want to see what's next
0:21

AN ANTHROPIC ENGINEER LEAKED THIS OBSIDIAN CONVENTION you start with 12 notes and one convention. 6 months later you have 2379 and every one is linked to every one it belongs next to. you never touched the graph. claude did the convention is a domain prefix at the top of every markdown file. six characters. claude reads it, knows where the note belongs, and connects it to the older ones without you ever asking you drop in a new pdf at midnight. claude reads it, writes 8 linked notes, contradicts your old note from march, dates both versions, and pins the one you actually need on top by morning your vault stops being a folder. it becomes a night sky article in the first reply i test things like this on myself and share the results. follow kai if you want to see what's next

kai

11,994 views • 1 month ago