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Malicious charging cables look exactly like normal ones. The cable is the clearest example. looks like a standard Apple Lightning or USB-C cable. a hidden chip inside gives an attacker remote access to your device the moment you plug it in. what it can do: — log every keystroke...

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98,112 Aufrufe • vor 4 Tagen •via X (Twitter)

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Some hackers got together and made a charging cable for your phone. It’s called the OM.G cable. Just picking up and looking at it, you wouldn’t be able to tell, nor would most people even suspect that cable can hack your phone. Once it’s plugged in, it shows up on the other users device as a WiFi hotspot, they connect to it and instantly have control over the device the cable is plugged into. Although it’s used for ethical means to detect vulnerabilities in software for phones. People are buying them and leaving them around places like airports waiting for someone to take it and use it. Knowing how easy this works, would you be weary about using anyone else’s cables anymore?
0:27

Some hackers got together and made a charging cable for your phone. It’s called the OM.G cable. Just picking up and looking at it, you wouldn’t be able to tell, nor would most people even suspect that cable can hack your phone. Once it’s plugged in, it shows up on the other users device as a WiFi hotspot, they connect to it and instantly have control over the device the cable is plugged into. Although it’s used for ethical means to detect vulnerabilities in software for phones. People are buying them and leaving them around places like airports waiting for someone to take it and use it. Knowing how easy this works, would you be weary about using anyone else’s cables anymore?

SonnyBoy🇺🇸

92,305 Aufrufe • vor 4 Monaten

How to set it up: 1. Get a Lightning/USB-C to Ethernet adapter (I'm also using a USB-A to USB-C converter but you can skip that) 2. Plug an Ethernet cable from your router into the adapter 3. Plug the adapter into your iPhone 4. Turn ON Airplane Mode 5. Make sure WiFi & Bluetooth stay OFF 6. Turn off the router's WiFi That's it. Your body gets 8 hours of peace. $15 adapter. Wired internet. Full reachability. No excuses left.
0:44

How to set it up: 1. Get a Lightning/USB-C to Ethernet adapter (I'm also using a USB-A to USB-C converter but you can skip that) 2. Plug an Ethernet cable from your router into the adapter 3. Plug the adapter into your iPhone 4. Turn ON Airplane Mode 5. Make sure WiFi & Bluetooth stay OFF 6. Turn off the router's WiFi That's it. Your body gets 8 hours of peace. $15 adapter. Wired internet. Full reachability. No excuses left.

Rusty ⚡️: Solar Powered ☀️

25,708 Aufrufe • vor 5 Monaten

A guy named Philip turned every old iPhone and iPad into a working second monitor for free. It is called OpenDisplay. It gives your Mac a real extended display using an Apple device you already own. You can use it for: > Messages > Spotify > Documentation > Video previews > Terminal windows > Reference material Download the sender on your Mac and the receiver on your iPhone or iPad. Connect them using WiFi or the charging cable. Your Mac creates another display, and you can drag any window onto it exactly like a normal monitor. The screen runs at native Retina resolution and can reach 60 FPS over USB. You can tap to click, drag windows with your finger, scroll using two fingers, and rotate the device into portrait mode. It even supports several devices at the same time. What I really like about this is that it doesn't need an account or subscription or some special dongle. Your screen travels directly between your own devices. Philip built the whole project alone and released the source code on GitHub. Your old iPhone was never useless. It was just waiting for someone to ignore Apple’s rules.
0:47

A guy named Philip turned every old iPhone and iPad into a working second monitor for free. It is called OpenDisplay. It gives your Mac a real extended display using an Apple device you already own. You can use it for: > Messages > Spotify > Documentation > Video previews > Terminal windows > Reference material Download the sender on your Mac and the receiver on your iPhone or iPad. Connect them using WiFi or the charging cable. Your Mac creates another display, and you can drag any window onto it exactly like a normal monitor. The screen runs at native Retina resolution and can reach 60 FPS over USB. You can tap to click, drag windows with your finger, scroll using two fingers, and rotate the device into portrait mode. It even supports several devices at the same time. What I really like about this is that it doesn't need an account or subscription or some special dongle. Your screen travels directly between your own devices. Philip built the whole project alone and released the source code on GitHub. Your old iPhone was never useless. It was just waiting for someone to ignore Apple’s rules.

Ihtesham Ali

72,708 Aufrufe • vor 9 Tagen

Richard Feynman, the Nobel physicist who explained what light actually is: "you can spend any number you like. light still travels at one speed, and no amount of money moves that ceiling. the race was always to get closest to a limit nobody can break." this free 1979 lecture holds the entire "$300 million cable" Wall Street is still paying for, explained by the man who won a Nobel for how light works. the cable did not beat physics. it drilled a straighter line so light in glass had less distance to cross. 3 milliseconds saved. that is the whole $300M trade. Feynman's point: light is a hard wall, not a feature you can buy. everyone racing to zero is paying more and more to get a hair closer to a ceiling that never moves. that is why speed stopped being an edge. once every fund owns the straight cable and the microwave tower, the 3ms belongs to all of them, and the advantage is back to zero. the edge left the wire. it moved to the machine deciding what to do inside those 3 milliseconds. that part is not physics. that part is intelligence, and it is the only race still open. Wall Street spent $300 million to reach the speed of light. the next $300 million is going to whatever thinks at the other end of the cable.
1:17:09

Richard Feynman, the Nobel physicist who explained what light actually is: "you can spend any number you like. light still travels at one speed, and no amount of money moves that ceiling. the race was always to get closest to a limit nobody can break." this free 1979 lecture holds the entire "$300 million cable" Wall Street is still paying for, explained by the man who won a Nobel for how light works. the cable did not beat physics. it drilled a straighter line so light in glass had less distance to cross. 3 milliseconds saved. that is the whole $300M trade. Feynman's point: light is a hard wall, not a feature you can buy. everyone racing to zero is paying more and more to get a hair closer to a ceiling that never moves. that is why speed stopped being an edge. once every fund owns the straight cable and the microwave tower, the 3ms belongs to all of them, and the advantage is back to zero. the edge left the wire. it moved to the machine deciding what to do inside those 3 milliseconds. that part is not physics. that part is intelligence, and it is the only race still open. Wall Street spent $300 million to reach the speed of light. the next $300 million is going to whatever thinks at the other end of the cable.

Rossst.03

34,101 Aufrufe • vor 1 Monat

someone just plugged a cable into a Tesla charger and turned it into a computer virus. Tobias Scharnowski compromised a Tesla Universal Wall Connector through the charging cable itself. the chain: → compromise the Tesla Wall Connector through the charging cable itself (SWCAN protocol on the Control Pilot line, the wire that's supposed to just talk power levels) → the charger then hacks the car's infotainment system over wifi. on its own → the car parks near chargers from other brands → the infotainment system hacks an Autel MaxiCharger and a ChargePoint Home Flex over bluetooth. also on its own one plug-in. four vendors. zero clicks after the first move. but the exploit isn't the interesting part. the wall connector firmware is bare metal ARM, binary only, no source, no symbols. testing it live on the device gets you one attempt every few seconds and a single bit of feedback: did it crash. they built an emulator to run the firmware off the actual hardware. same testing, 1000x faster. that's the difference between "this chip is unfuzzable" and finding a critical bug in hours. the bug: a signed integer read from the firmware header turns into a memory write past where it should stop, during the exact step meant to verify the firmware is legit. it had been sitting there through however many people read that code. slides in the reply. this might be my favorite Black Hat talk this year.
2:12

someone just plugged a cable into a Tesla charger and turned it into a computer virus. Tobias Scharnowski compromised a Tesla Universal Wall Connector through the charging cable itself. the chain: → compromise the Tesla Wall Connector through the charging cable itself (SWCAN protocol on the Control Pilot line, the wire that's supposed to just talk power levels) → the charger then hacks the car's infotainment system over wifi. on its own → the car parks near chargers from other brands → the infotainment system hacks an Autel MaxiCharger and a ChargePoint Home Flex over bluetooth. also on its own one plug-in. four vendors. zero clicks after the first move. but the exploit isn't the interesting part. the wall connector firmware is bare metal ARM, binary only, no source, no symbols. testing it live on the device gets you one attempt every few seconds and a single bit of feedback: did it crash. they built an emulator to run the firmware off the actual hardware. same testing, 1000x faster. that's the difference between "this chip is unfuzzable" and finding a critical bug in hours. the bug: a signed integer read from the firmware header turns into a memory write past where it should stop, during the exact step meant to verify the firmware is legit. it had been sitting there through however many people read that code. slides in the reply. this might be my favorite Black Hat talk this year.

Het Mehta

164,890 Aufrufe • vor 14 Tagen

THIS $290 MAGNETIC SSD IS ALSO A 5-IN-1 HUB WITH HDMI 2.1 AND A 10,000 RPM FAN. IT SNAPS TO YOUR PHONE LIKE A POWER BANK, THEN TURNS IT INTO A POCKET WORKSTATION. that transparent slab is the SHARGE Disk Pro. it is storage, cooling, ports and power passthrough inside a credit-card-sized frame. what is hiding behind the clear shell: 1TB, 2TB or 4TB of built-in TLC storage up to 10Gbps transfer speed HDMI with 4K at 144Hz or 8K at 30Hz output one 10Gbps USB 3.0 port one USB 2.0 port for a keyboard, mouse or another accessory USB-C power input up to 100W, with up to 80W delivered through the integrated cable a magnetic back that keeps the whole setup attached to your phone the tiny fan automatically spins between 7,000 and 10,000 rpm. turbo mode locks it at 10,000 rpm when long transfers start producing heat. there is even a physical switch that turns the storage off while leaving the hub available. connect it to a phone and you can record video straight to external storage, move camera files, attach a monitor and keep charging from one device. connect it to a handheld or laptop and the same slab becomes the drive and the dock. the honest line: $289.90 buys the 1TB version, and the 10Gbps interface tops out around 1GB/s in ideal conditions. this is not the fastest or cheapest way to buy a terabyte. it is the cleanest way to carry an SSD, hub, display output, charging passthrough and active cooling as one magnetic object. bookmark & watch today ↓
0:20

THIS $290 MAGNETIC SSD IS ALSO A 5-IN-1 HUB WITH HDMI 2.1 AND A 10,000 RPM FAN. IT SNAPS TO YOUR PHONE LIKE A POWER BANK, THEN TURNS IT INTO A POCKET WORKSTATION. that transparent slab is the SHARGE Disk Pro. it is storage, cooling, ports and power passthrough inside a credit-card-sized frame. what is hiding behind the clear shell: 1TB, 2TB or 4TB of built-in TLC storage up to 10Gbps transfer speed HDMI with 4K at 144Hz or 8K at 30Hz output one 10Gbps USB 3.0 port one USB 2.0 port for a keyboard, mouse or another accessory USB-C power input up to 100W, with up to 80W delivered through the integrated cable a magnetic back that keeps the whole setup attached to your phone the tiny fan automatically spins between 7,000 and 10,000 rpm. turbo mode locks it at 10,000 rpm when long transfers start producing heat. there is even a physical switch that turns the storage off while leaving the hub available. connect it to a phone and you can record video straight to external storage, move camera files, attach a monitor and keep charging from one device. connect it to a handheld or laptop and the same slab becomes the drive and the dock. the honest line: $289.90 buys the 1TB version, and the 10Gbps interface tops out around 1GB/s in ideal conditions. this is not the fastest or cheapest way to buy a terabyte. it is the cleanest way to carry an SSD, hub, display output, charging passthrough and active cooling as one magnetic object. bookmark & watch today ↓

Grimmer

23,423 Aufrufe • vor 22 Tagen

🛜 Remember LAN parties? I do LAN means "local area network" and it was essentially the internet but locally only in your home or company in the late 90s and early 2000s So you could connect to other computers to play games or share files, kinda like Airdrop but via a cable and 30 years ago, people would even meet up at some person's house and bring their entire computer (back then a big PC tower, CRT monitor, keyboard and mouse) and everyone would connect to each other Which is were you'd get all the WaReZ games, MP3 music, etc. cause nobody had internet yet, or if you did it was super slow, so LAN was much faster to transfer files I know Windows 3.11 did have support for LAN networking via NetBEUI and it "should" work, but of course on I don't have a network cable that goes to an Ethernet network hub to other computers But...we could just act like we do? I asked AI to build a virtual Ethernet hub (a hub routes traffic) that acts like a local LAN, but instead of connecting physical computers in a home, it connects other browser sessions on the internet that have running Windows 3.11 open at any time, and with DHCP it can assign an IP to every browser session dynamically, so they literally all become part of a local LAN on the internet! It runs on a virtual NE2000 network card that sends its network data not to a network cable but via Websockets to wss://pieter.com And it works, well kinda, I just started and its' not perfect, but I'm able to PING in MS-DOS from one tab to the other! Next is setting it up inside Windows 3.11!
1:00

🛜 Remember LAN parties? I do LAN means "local area network" and it was essentially the internet but locally only in your home or company in the late 90s and early 2000s So you could connect to other computers to play games or share files, kinda like Airdrop but via a cable and 30 years ago, people would even meet up at some person's house and bring their entire computer (back then a big PC tower, CRT monitor, keyboard and mouse) and everyone would connect to each other Which is were you'd get all the WaReZ games, MP3 music, etc. cause nobody had internet yet, or if you did it was super slow, so LAN was much faster to transfer files I know Windows 3.11 did have support for LAN networking via NetBEUI and it "should" work, but of course on I don't have a network cable that goes to an Ethernet network hub to other computers But...we could just act like we do? I asked AI to build a virtual Ethernet hub (a hub routes traffic) that acts like a local LAN, but instead of connecting physical computers in a home, it connects other browser sessions on the internet that have running Windows 3.11 open at any time, and with DHCP it can assign an IP to every browser session dynamically, so they literally all become part of a local LAN on the internet! It runs on a virtual NE2000 network card that sends its network data not to a network cable but via Websockets to wss://pieter.com And it works, well kinda, I just started and its' not perfect, but I'm able to PING in MS-DOS from one tab to the other! Next is setting it up inside Windows 3.11!

@levelsio

217,281 Aufrufe • vor 2 Monaten

The number one thing you need in life is gratitude. Get up in the morning and write down a few things you’re excited by. I’m a short guy so when I look at the glass it always looks half full, I’m too short to see it any other way. Getting fired from the White House, humiliated on every late night show, destroyed by the cable news guys, no problem. You take all of that, and you write down what you’re grateful for anyway. It sounds simple, but it works.
0:32

The number one thing you need in life is gratitude. Get up in the morning and write down a few things you’re excited by. I’m a short guy so when I look at the glass it always looks half full, I’m too short to see it any other way. Getting fired from the White House, humiliated on every late night show, destroyed by the cable news guys, no problem. You take all of that, and you write down what you’re grateful for anyway. It sounds simple, but it works.

Anthony Scaramucci

29,609 Aufrufe • vor 3 Monaten

Amaravati India's First Fully Pole-Free Capital City. Look up in any Indian city and you will see a tangle of wires, Electricity cables, telecom lines, iternet cords, strung across poles, draped over trees, cutting through the skyline. Amaravati is refusing to accept that as normal. India's first greenfield capital is going underground, rewriting the rules of what an Indian city can look like. Every wire. Every cable. Every pipe. Power lines. Optical fibre. Water. Gas. Sewage. All of it beneath the surface. Amaravati's common utility corridor system is eliminating poles entirely, delivering cleaner skylines, unobstructed roads, and infrastructure that can handle cyclones, storms, and the demands of the next century. It is a model Singapore built. The Middle East embraced. And now Amaravati is bringing it to India. And it is not just about aesthetics. Every pole removed is a tree saved. Every underground cable is one less casualty in a cyclone. Every clean skyline is a city breathing better. No poles cluttering the view. No wires sagging over roads. No disruption every time it rains. Only clean streets. Open skies. And a city built as cities should have been built from the start.
3:26

Amaravati India's First Fully Pole-Free Capital City. Look up in any Indian city and you will see a tangle of wires, Electricity cables, telecom lines, iternet cords, strung across poles, draped over trees, cutting through the skyline. Amaravati is refusing to accept that as normal. India's first greenfield capital is going underground, rewriting the rules of what an Indian city can look like. Every wire. Every cable. Every pipe. Power lines. Optical fibre. Water. Gas. Sewage. All of it beneath the surface. Amaravati's common utility corridor system is eliminating poles entirely, delivering cleaner skylines, unobstructed roads, and infrastructure that can handle cyclones, storms, and the demands of the next century. It is a model Singapore built. The Middle East embraced. And now Amaravati is bringing it to India. And it is not just about aesthetics. Every pole removed is a tree saved. Every underground cable is one less casualty in a cyclone. Every clean skyline is a city breathing better. No poles cluttering the view. No wires sagging over roads. No disruption every time it rains. Only clean streets. Open skies. And a city built as cities should have been built from the start.

News Arena India

628,963 Aufrufe • vor 1 Monat

He was out for his usual evening walk when something caught his eye near a light pole, a black electrical cable running low along the edge of the sidewalk, partially hidden under leaves. At first, he assumed it was city work. But the cable wasn’t going underground. It stretched across the grass and disappeared behind a nearby storefront that sells e-bikes. Curious, he followed it. Sure enough, the line was connected from the public light pole straight into the property’s rear entrance. No visible permit signs. No marked utility setup. Just a quiet connection tapping into what appeared to be public power. If it’s unauthorized, that’s not just cutting corners. It’s potentially dangerous and illegal. Public infrastructure isn’t meant to power private businesses without proper approval. Situations like this make you wonder how often things like that go unnoticed in plain sight. Is that innovation… or straight-up theft?
2:34

He was out for his usual evening walk when something caught his eye near a light pole, a black electrical cable running low along the edge of the sidewalk, partially hidden under leaves. At first, he assumed it was city work. But the cable wasn’t going underground. It stretched across the grass and disappeared behind a nearby storefront that sells e-bikes. Curious, he followed it. Sure enough, the line was connected from the public light pole straight into the property’s rear entrance. No visible permit signs. No marked utility setup. Just a quiet connection tapping into what appeared to be public power. If it’s unauthorized, that’s not just cutting corners. It’s potentially dangerous and illegal. Public infrastructure isn’t meant to power private businesses without proper approval. Situations like this make you wonder how often things like that go unnoticed in plain sight. Is that innovation… or straight-up theft?

Dr.L

548,358 Aufrufe • vor 6 Monaten

A startup called Sabi just came out of stealth with a beanie that reads your thoughts. 70,000 to 100,000 miniature EEG sensors woven into the fabric. You put it on like a winter hat and type by imagining the words. Sabi's bet is that if you throw enough sensors at the skull, you don't need to open it. They've already logged 100,000 hours of brain data from 100 volunteers to train a "brain foundation model." First product ships by the end of 2026. A baseball cap version is next. Backed by Vinod Khosla, who also wrote an early check to OpenAI. Khosla: "The biggest and baddest application of BCI is if you can talk to your computer by thinking about it. If you're going to have a billion people use BCI for access to their computers every day, it can't be invasive." The first consumer BCI won't look like a medical device, but instead like something you already own.
0:59

A startup called Sabi just came out of stealth with a beanie that reads your thoughts. 70,000 to 100,000 miniature EEG sensors woven into the fabric. You put it on like a winter hat and type by imagining the words. Sabi's bet is that if you throw enough sensors at the skull, you don't need to open it. They've already logged 100,000 hours of brain data from 100 volunteers to train a "brain foundation model." First product ships by the end of 2026. A baseball cap version is next. Backed by Vinod Khosla, who also wrote an early check to OpenAI. Khosla: "The biggest and baddest application of BCI is if you can talk to your computer by thinking about it. If you're going to have a billion people use BCI for access to their computers every day, it can't be invasive." The first consumer BCI won't look like a medical device, but instead like something you already own.

The Rundown AI

53,019 Aufrufe • vor 4 Monaten

A lot of infielders are scared of the short hop. Great infielders create it! Here are some keys to playing the short hop: 1️⃣ Move your feet The closer your glove is to the ball, the less that can go wrong. Move your feet to catch the ball as close to the ground as possible 2️⃣ Play from the ground up Playing under the ball softens our hands and allows us to play through it 3️⃣ Practice away from the field To get really good at fielding (or anything) you need to put in hours and hours of practice. There is not enough team practice time to get in the reps you need to play at a high level. You must take what you learned at practice and work on it at your house. The garage, basement, driveway, or backyard. Reps build trust. 4️⃣ Someone is always working It’s a big world. If you aren’t consistently sharpening your game, someone else is.
1:30

A lot of infielders are scared of the short hop. Great infielders create it! Here are some keys to playing the short hop: 1️⃣ Move your feet The closer your glove is to the ball, the less that can go wrong. Move your feet to catch the ball as close to the ground as possible 2️⃣ Play from the ground up Playing under the ball softens our hands and allows us to play through it 3️⃣ Practice away from the field To get really good at fielding (or anything) you need to put in hours and hours of practice. There is not enough team practice time to get in the reps you need to play at a high level. You must take what you learned at practice and work on it at your house. The garage, basement, driveway, or backyard. Reps build trust. 4️⃣ Someone is always working It’s a big world. If you aren’t consistently sharpening your game, someone else is.

Matt Antonelli

34,801 Aufrufe • vor 7 Monaten

DRONE RUNS LOW ON BATTERY, STEALS ENERGY FROM POWER LINES When this drone dives at power lines, it’s not broken—it’s basically just saying, “BRB, need a quick recharge.” Built by some genius students in Denmark, the drone uses sensors and cameras to hunt down power lines when it’s running low on juice. But it doesn’t plug in like your phone—it literally sucks energy from the magnetic field around the wires. So next time you see a drone dive-bombing a cable, don’t panic—it’s just topping off the tank. Source: Strange But True
0:20

DRONE RUNS LOW ON BATTERY, STEALS ENERGY FROM POWER LINES When this drone dives at power lines, it’s not broken—it’s basically just saying, “BRB, need a quick recharge.” Built by some genius students in Denmark, the drone uses sensors and cameras to hunt down power lines when it’s running low on juice. But it doesn’t plug in like your phone—it literally sucks energy from the magnetic field around the wires. So next time you see a drone dive-bombing a cable, don’t panic—it’s just topping off the tank. Source: Strange But True

Mario Nawfal

862,999 Aufrufe • vor 1 Jahr

"If you're an analytical SaaS company, it's over. It's over." - Palo Alto Networks CEO Nikesh Arora "What is an analytical SaaS company? It is a company that says, “I'm going to collect a lot of data for you and analyze it for you.” I don't need you to analyze it for me. I can run models against the data and analyze it myself. Think about it: almost every SaaS company has a marketplace. You can buy applications from the Salesforce Marketplace. What do those applications say? “You have Salesforce data. I'm a marketplace app. Use me, and I'll help you analyze that data.” But I don't need to do that. You don't need those applications anymore. I can simply run an LLM against the data. Therefore, all the additional functionality that has traditionally been sold to us as incremental software modules may no longer need to be sold separately. I would much rather have an LLM run against the data." ---- From "All-In Podcast" YouTube channel, (full video link in comment)
0:46

"If you're an analytical SaaS company, it's over. It's over." - Palo Alto Networks CEO Nikesh Arora "What is an analytical SaaS company? It is a company that says, “I'm going to collect a lot of data for you and analyze it for you.” I don't need you to analyze it for me. I can run models against the data and analyze it myself. Think about it: almost every SaaS company has a marketplace. You can buy applications from the Salesforce Marketplace. What do those applications say? “You have Salesforce data. I'm a marketplace app. Use me, and I'll help you analyze that data.” But I don't need to do that. You don't need those applications anymore. I can simply run an LLM against the data. Therefore, all the additional functionality that has traditionally been sold to us as incremental software modules may no longer need to be sold separately. I would much rather have an LLM run against the data." ---- From "All-In Podcast" YouTube channel, (full video link in comment)

Rohan Paul

40,959 Aufrufe • vor 1 Monat

Bash is all you need! Which is why I'm introducing my holiday project: just-bash just-bash is a pretty complete implementation of bash in TypeScript designed to be used as a bash tool by AI agents. Because it turns out agents love exploring data via shell scripts, even beyond coding. It comes with grep, sed, awk and the 99th percentile features that an agent like Claude Code or Cursor would use. In fact, Claude Code can use it for secure bash execution. In the package - A bash-tool for AI SDK - A binary for use by yourself or your coding agents - An overlay filesystem to feed files to your agent securely - A Vercel Sandbox compatible API, so you can quickly upgrade to a real VM if you need to run binaries - An example AI agent that explores the just-bash code base using just-bash - I imported the Oils shell bash compatibility suite and just-bash passes a very good chunk What is interesting about this codebase: It was essentially entirely written by Opus 4.5. Coding agents love bash and they are good at reproducing it. They are also great at text-book recursive descent parsers and AST tweet-walk interpreters. That said, it is, like, a lot of code and I didn't read it all 😅. This is very much a hack, but it also seems to be _really_ useful. I haven't really found anything agents want to use that it doesn't support and it's fast and secure (caveats apply). It doesn't have write access to your computer and the filesystem is given a root that the agent cannot escape from. Find it at Related: Our recent blog post how we migrated our data analysis agent to bash tools and achieved incredible quality improvements The video shows the example agent investigating the just-bash code base
1:47

Bash is all you need! Which is why I'm introducing my holiday project: just-bash just-bash is a pretty complete implementation of bash in TypeScript designed to be used as a bash tool by AI agents. Because it turns out agents love exploring data via shell scripts, even beyond coding. It comes with grep, sed, awk and the 99th percentile features that an agent like Claude Code or Cursor would use. In fact, Claude Code can use it for secure bash execution. In the package - A bash-tool for AI SDK - A binary for use by yourself or your coding agents - An overlay filesystem to feed files to your agent securely - A Vercel Sandbox compatible API, so you can quickly upgrade to a real VM if you need to run binaries - An example AI agent that explores the just-bash code base using just-bash - I imported the Oils shell bash compatibility suite and just-bash passes a very good chunk What is interesting about this codebase: It was essentially entirely written by Opus 4.5. Coding agents love bash and they are good at reproducing it. They are also great at text-book recursive descent parsers and AST tweet-walk interpreters. That said, it is, like, a lot of code and I didn't read it all 😅. This is very much a hack, but it also seems to be _really_ useful. I haven't really found anything agents want to use that it doesn't support and it's fast and secure (caveats apply). It doesn't have write access to your computer and the filesystem is given a root that the agent cannot escape from. Find it at Related: Our recent blog post how we migrated our data analysis agent to bash tools and achieved incredible quality improvements The video shows the example agent investigating the just-bash code base

Malte Ubl

125,326 Aufrufe • vor 8 Monaten

The biggest marketplace on Earth won't be the assets humans own. It'll be the data AI needs. Everything that can be digitised is getting pulled in to train the next models. Every scientific dataset, every piece of research sitting in a university, every sensor reading off every John Deere tractor in a field. All of it feeds the machine, and almost none of it is visible to us. What comes out is an agentic economy running at machine speed. You plug your data into a vault, and agents monetise it on your behalf, trading with other agents in real time, in a marketplace we never see. The company sitting on proprietary data becomes part of it without even knowing. This is what the Economic Singularity actually looks like from the inside. The real economy stops being the one we can see and price, and moves somewhere we can't follow. You own a piece of it, or you get priced out of it. Jordi Visser.
1:27

The biggest marketplace on Earth won't be the assets humans own. It'll be the data AI needs. Everything that can be digitised is getting pulled in to train the next models. Every scientific dataset, every piece of research sitting in a university, every sensor reading off every John Deere tractor in a field. All of it feeds the machine, and almost none of it is visible to us. What comes out is an agentic economy running at machine speed. You plug your data into a vault, and agents monetise it on your behalf, trading with other agents in real time, in a marketplace we never see. The company sitting on proprietary data becomes part of it without even knowing. This is what the Economic Singularity actually looks like from the inside. The real economy stops being the one we can see and price, and moves somewhere we can't follow. You own a piece of it, or you get priced out of it. Jordi Visser.

Raoul Pal

79,047 Aufrufe • vor 1 Monat

APPLE BUILT A $10,000 COMPUTER THAT RUNS WHAT USED TO REQUIRE AN ENTIRE SERVER ROOM 06:40 he shows the number that breaks everything - one Mac Studio is more powerful than four Dell or AMD machines combined and uses half the energy DeepSeek R1 doesn't run on even two competitors - you need four - one Mac Studio does it alone runs quieter than a fan in the room and uses less energy than a kettle in the kitchen four Mac Studios on a desk connected through a regular cable run a 1 trillion parameter model - what used to require an entire data center anyone can put this at home and Jeff Geerling proved it - run the same models that big companies use without cloud, without subscriptions, without data leaving the room
14:24

APPLE BUILT A $10,000 COMPUTER THAT RUNS WHAT USED TO REQUIRE AN ENTIRE SERVER ROOM 06:40 he shows the number that breaks everything - one Mac Studio is more powerful than four Dell or AMD machines combined and uses half the energy DeepSeek R1 doesn't run on even two competitors - you need four - one Mac Studio does it alone runs quieter than a fan in the room and uses less energy than a kettle in the kitchen four Mac Studios on a desk connected through a regular cable run a 1 trillion parameter model - what used to require an entire data center anyone can put this at home and Jeff Geerling proved it - run the same models that big companies use without cloud, without subscriptions, without data leaving the room

Noisy

26,305 Aufrufe • vor 2 Monaten

Cable Zercher Slant Board Squat This is a very cool exercise I have started doing with the following beneficial mechanics: - Slant Board (Heels Elevated): The incline shifts your center of gravity forward, allowing for greater knee flexion, a deeper squat for those with limited mobility and a more upright torso. This puts an extreme emphasis on the quadriceps, particularly the vastus medialis (VMO) or teardrop muscle. - Zercher Position: Holding the load in the crooks of your elbows forces your upper back and core to work harder to prevent the weight from pulling your torso forward. This is a very natural force pattern that has great carryover to real life applications. - Safety/Stability: The cable acts as a guide, making it easier to maintain your balance on the slant board while focusing entirely on the muscle contraction, good for those who want to push the legs with a bit more “safety” than a free weight squat. Unlike a barbell where the tension changes through the range of motion (getting "easier" at the top), the cable provides constant mechanical tension throughout the entire squat. It is an exceptional movement for building teardrop quad definition and improving knee stability, as well as core bracing. I like to do it 6 or so sets, high volume repetitions - pyramiding up from low weight to high with minimal rest times - focusing on achieving the most brutal lactic acid build up that I can in the legs, done at the start of a workout. Even though the weight isn’t hugely high on the cable machine, it still packs a massive punch. Try it out! Wearing Sol Dept. 100% cotton sol shorts and drinking Aurum ancient mineral salts in my water
0:35

Cable Zercher Slant Board Squat This is a very cool exercise I have started doing with the following beneficial mechanics: - Slant Board (Heels Elevated): The incline shifts your center of gravity forward, allowing for greater knee flexion, a deeper squat for those with limited mobility and a more upright torso. This puts an extreme emphasis on the quadriceps, particularly the vastus medialis (VMO) or teardrop muscle. - Zercher Position: Holding the load in the crooks of your elbows forces your upper back and core to work harder to prevent the weight from pulling your torso forward. This is a very natural force pattern that has great carryover to real life applications. - Safety/Stability: The cable acts as a guide, making it easier to maintain your balance on the slant board while focusing entirely on the muscle contraction, good for those who want to push the legs with a bit more “safety” than a free weight squat. Unlike a barbell where the tension changes through the range of motion (getting "easier" at the top), the cable provides constant mechanical tension throughout the entire squat. It is an exceptional movement for building teardrop quad definition and improving knee stability, as well as core bracing. I like to do it 6 or so sets, high volume repetitions - pyramiding up from low weight to high with minimal rest times - focusing on achieving the most brutal lactic acid build up that I can in the legs, done at the start of a workout. Even though the weight isn’t hugely high on the cable machine, it still packs a massive punch. Try it out! Wearing Sol Dept. 100% cotton sol shorts and drinking Aurum ancient mineral salts in my water

⚡️🌞 Sol Brah 🌞🐬

67,763 Aufrufe • vor 8 Monaten