Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

I almost stopped testing new models altogether. Not because they were bad. Because every call left a number climbing in the corner of my screen, and at some point I started watching that number more than I was building. A flat-rate backend fixed that for agent work. I swapped... show more

Chidanand Tripathi

117,387 subscribers

94,458 views • 1 month ago •via X (Twitter)

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

R.I.P. per-token API pricing for AI agents 😭 a Chinese AI lab just dropped a flat-rate model backend built specifically for agentic workloads. i swapped my Claude Code to it in under 5 minutes. here's the full breakdown:

R.I.P. per-token API pricing for AI agents 😭 a Chinese AI lab just dropped a flat-rate model backend built specifically for agentic workloads. i swapped my Claude Code to it in under 5 minutes. here's the full breakdown:

Muhammad Ayan

51,167 views • 1 month ago

Castle Calamity entries I made for TLU's CC collab because I hated how unfunny all the entries at that point in time were (I was in my dickhead arc)

Castle Calamity entries I made for TLU's CC collab because I hated how unfunny all the entries at that point in time were (I was in my dickhead arc)

Damage

167,189 views • 2 years ago

Incredible. I post about a stupid dance show I was on in the 80's, not even remembering the name of the show, and in less than 30 minutes I'm watching it. Here's some of me. My hair was so tall. Unbelievable.

Incredible. I post about a stupid dance show I was on in the 80's, not even remembering the name of the show, and in less than 30 minutes I'm watching it. Here's some of me. My hair was so tall. Unbelievable.

John E.L. Tenney

42,970 views • 3 years ago

Liberals elections was dependent on fear, TDS, lies and that pretending Mark Carney is something he is not. Mark Carney:" because I am good negotiator, I have negotiated a number of situations in the past, I know how to manage crisis." How would you rate his management of crisis and negotiations?

Liberals elections was dependent on fear, TDS, lies and that pretending Mark Carney is something he is not. Mark Carney:" because I am good negotiator, I have negotiated a number of situations in the past, I know how to manage crisis." How would you rate his management of crisis and negotiations?

Kirk Lubimov

57,852 views • 1 year ago

For 6 months I woke up at 5 AM to catch Asian markets on Polymarket. During that time I lost my girlfriend, gained 8 kg, and got used to drinking coffee instead of breakfast Then I wrote an agent that monitors everything for me while I sleep. In the 1st month income went up 15% and I finally deleted the 5 AM alarm Turns out a half-asleep human trades worse than a 200-line script I thought discipline meant waking up early. In reality it was just stubbornness that cost me money and health. When I finally sat down to build the agent it became clear why Here is what is under the hood: 1. Sentiment analysis powered by Claude. Every 15 minutes the agent runs a feed from 40+ Asian sources: Reuters Asia, Nikkei, South China Morning Post, Yonhap 2. NLP tone classification. It compares sentiment shifts to open markets on Polymarket through the API, and if the news has already dropped but the odds have not reacted yet that is the entry window 3. Kelly criterion. A mathematical formula for position sizing instead of my usual "I will bet more, feeling lucky" 4. A hard stop at 5% of the deposit per trade so that 1 mistake cannot kill the entire account 5. A cooldown between entries so the agent does not stack up a cluster of correlated positions These are exactly the rules I was missing at 5 AM. I knew them perfectly well but consistently ignored them because on adrenaline and caffeine every bet felt like an "obvious opportunity" When I ran a backtest on my old trades it was genuinely painful: 60% of the bets I placed by hand in a half-asleep state would have been rejected by the agent for failing the expected value filter Those were the exact ones dragging the whole result down When I was building my agent I needed a benchmark. A wallet that already trades on similar logic so I could compare my results to someone else's Found 1 that works almost like a mirror of what I described: same Asian markets, same cold calculation without emotion. I still keep it bookmarked and periodically check how it handles the same situations: That is actually the wallet I started with when testing auto-copying through a bot before I launched my own agent. A useful thing if you want to see how a strategy works on someone else's example first and only then build your own:

For 6 months I woke up at 5 AM to catch Asian markets on Polymarket. During that time I lost my girlfriend, gained 8 kg, and got used to drinking coffee instead of breakfast Then I wrote an agent that monitors everything for me while I sleep. In the 1st month income went up 15% and I finally deleted the 5 AM alarm Turns out a half-asleep human trades worse than a 200-line script I thought discipline meant waking up early. In reality it was just stubbornness that cost me money and health. When I finally sat down to build the agent it became clear why Here is what is under the hood: 1. Sentiment analysis powered by Claude. Every 15 minutes the agent runs a feed from 40+ Asian sources: Reuters Asia, Nikkei, South China Morning Post, Yonhap 2. NLP tone classification. It compares sentiment shifts to open markets on Polymarket through the API, and if the news has already dropped but the odds have not reacted yet that is the entry window 3. Kelly criterion. A mathematical formula for position sizing instead of my usual "I will bet more, feeling lucky" 4. A hard stop at 5% of the deposit per trade so that 1 mistake cannot kill the entire account 5. A cooldown between entries so the agent does not stack up a cluster of correlated positions These are exactly the rules I was missing at 5 AM. I knew them perfectly well but consistently ignored them because on adrenaline and caffeine every bet felt like an "obvious opportunity" When I ran a backtest on my old trades it was genuinely painful: 60% of the bets I placed by hand in a half-asleep state would have been rejected by the agent for failing the expected value filter Those were the exact ones dragging the whole result down When I was building my agent I needed a benchmark. A wallet that already trades on similar logic so I could compare my results to someone else's Found 1 that works almost like a mirror of what I described: same Asian markets, same cold calculation without emotion. I still keep it bookmarked and periodically check how it handles the same situations: That is actually the wallet I started with when testing auto-copying through a bot before I launched my own agent. A useful thing if you want to see how a strategy works on someone else's example first and only then build your own:

Blaze

126,718 views • 3 months ago

5,000 of you. I don’t even know how to put that into words. When I started sharing my art and stories here on X, I honestly didn’t know if anyone would care. The AI community can be loud, fast, overwhelming… and yet, you made space for me. You saw my work. You shared it. You quoted it. You commented. You encouraged me when I doubted myself. This feels like more than a number. It feels like a second chance. I truly believe this might be my last real shot at showing my art and stories to the world, and the fact that 5,000 of you chose to follow, support, and believe in what I create means more than I can explain. Every repost, every like, every thoughtful reply has carried me further than you know. Thank you for standing by an artist experimenting at the edge of AI and imagination. Thank you for helping my stories breathe. Thank you for being here. We’re just getting started.

5,000 of you. I don’t even know how to put that into words. When I started sharing my art and stories here on X, I honestly didn’t know if anyone would care. The AI community can be loud, fast, overwhelming… and yet, you made space for me. You saw my work. You shared it. You quoted it. You commented. You encouraged me when I doubted myself. This feels like more than a number. It feels like a second chance. I truly believe this might be my last real shot at showing my art and stories to the world, and the fact that 5,000 of you chose to follow, support, and believe in what I create means more than I can explain. Every repost, every like, every thoughtful reply has carried me further than you know. Thank you for standing by an artist experimenting at the edge of AI and imagination. Thank you for helping my stories breathe. Thank you for being here. We’re just getting started.

Toshi

18,193 views • 4 months ago

"Besides, every time I learn something new, it pushes some old stuff out of my brain. Remember when I took that home wine-making course and I forgot how to drive?" "That's because you were drunk!!"

"Besides, every time I learn something new, it pushes some old stuff out of my brain. Remember when I took that home wine-making course and I forgot how to drive?" "That's because you were drunk!!"

Simpsons Daily Glavins

46,046 views • 1 year ago

akane smiling in a frame for so long to the point that i thought at first that my screen froze and my internet wasn't working properly, but it was all part of the scene lol

akane smiling in a frame for so long to the point that i thought at first that my screen froze and my internet wasn't working properly, but it was all part of the scene lol

daily akane ♡

28,576 views • 2 months ago

"Besides, every time I learn something new, it pushes some old stuff out of my brain. Remember when I took that home wine-making course and I forgot how to drive?" "That's because you were drunk!"

"Besides, every time I learn something new, it pushes some old stuff out of my brain. Remember when I took that home wine-making course and I forgot how to drive?" "That's because you were drunk!"

Simpsons Daily Glavins

69,290 views • 6 months ago

I know with conviction that the true church of Christ does not sit idly by while darkness consumes its lands. I know this because the deepest joy I have ever experienced almost never happened. I almost traded it away. I bought the lie that secular America sells to the young. "Wait to have kids until you are established. Have your fun first. Live for yourself in your twenties." I believed it. I delayed. And I came within inches of forfeiting the one good that no career, no comfort, no pleasure could ever replace. That joy has a name. It is fatherhood. It is the weight of a child in my arms and the whole future he carries. Now I watch others walk the road I almost walked to its end. I watch them miss the divine joy because they were promised something better and the promise was hollow. There is a grief in me that does not leave. My joy cannot be multiplied without limit. I started too late. I will never have the large family I now know I was made for. So hear me clearly. I want to destroy secularism in this country. Not because I hate the people caught in it. I was one of them. I want to destroy it because it is a disease, and the birth collapse around us is the fever. So yes, I mean to make war on it. I mean to tear down the lie wherever it stands. And I mean to baptize the millions it has stolen.

I know with conviction that the true church of Christ does not sit idly by while darkness consumes its lands. I know this because the deepest joy I have ever experienced almost never happened. I almost traded it away. I bought the lie that secular America sells to the young. "Wait to have kids until you are established. Have your fun first. Live for yourself in your twenties." I believed it. I delayed. And I came within inches of forfeiting the one good that no career, no comfort, no pleasure could ever replace. That joy has a name. It is fatherhood. It is the weight of a child in my arms and the whole future he carries. Now I watch others walk the road I almost walked to its end. I watch them miss the divine joy because they were promised something better and the promise was hollow. There is a grief in me that does not leave. My joy cannot be multiplied without limit. I started too late. I will never have the large family I now know I was made for. So hear me clearly. I want to destroy secularism in this country. Not because I hate the people caught in it. I was one of them. I want to destroy it because it is a disease, and the birth collapse around us is the fever. So yes, I mean to make war on it. I mean to tear down the lie wherever it stands. And I mean to baptize the millions it has stolen.

Kirk Rollins

14,514 views • 26 days ago

Today was the day. I gifted my mother $10,000. Something I dreamed of in the start of my trading journey. My parents have always been there for me. At first they didn’t believe in my journey, yet still they supported me. I promised them MULTIPLE TIMES that I was going to take care of them, yet the only thing they did was laugh it off. Yet here we are. Why do I trade? To provide to my family and to the ones that supported me. To achieve all the goals that 18 year old me set out to achieve. I was lost, yet I didn’t stop because I knew that I had bigger things planned for me. Was it hard? Absolutely. Was it worth it? Absolutely. After 3 years of putting the work in, I became profitable, and now, 5 years in, I’m able to provide to myself and my family…and that’s the only thing I care about.

Today was the day. I gifted my mother $10,000. Something I dreamed of in the start of my trading journey. My parents have always been there for me. At first they didn’t believe in my journey, yet still they supported me. I promised them MULTIPLE TIMES that I was going to take care of them, yet the only thing they did was laugh it off. Yet here we are. Why do I trade? To provide to my family and to the ones that supported me. To achieve all the goals that 18 year old me set out to achieve. I was lost, yet I didn’t stop because I knew that I had bigger things planned for me. Was it hard? Absolutely. Was it worth it? Absolutely. After 3 years of putting the work in, I became profitable, and now, 5 years in, I’m able to provide to myself and my family…and that’s the only thing I care about.

Kimmel

75,335 views • 2 years ago

I promise you my last choice, only you. Not because I am tired of searching, but because my heart has already found its home. In a world full of maybe and almost, you are my always. I choose you in the quiet, in the storm, in the days I shine and the days I break. If love is a road with no end, I will walk it with your name in my breath, and call every tomorrow by your eyes.

I promise you my last choice, only you. Not because I am tired of searching, but because my heart has already found its home. In a world full of maybe and almost, you are my always. I choose you in the quiet, in the storm, in the days I shine and the days I break. If love is a road with no end, I will walk it with your name in my breath, and call every tomorrow by your eyes.

Poetry.

15,549 views • 6 months ago

One time I was at London Victoria station sitting by the piano and a guy was playing anime themes When I started walking away I said he was talented and he stopped me to say he only kept going because he saw me and asked for my number I had a boyfriend but FUCKKKK MANNNN FUCKKKKKKK I DONT ANYMORE!!!!

Sensitive content

One time I was at London Victoria station sitting by the piano and a guy was playing anime themes When I started walking away I said he was talented and he stopped me to say he only kept going because he saw me and asked for my number I had a boyfriend but FUCKKKK MANNNN FUCKKKKKKK I DONT ANYMORE!!!!

Ella 🧸

219,980 views • 9 months ago

Lala baptiste reflects on the way she was raised and how BAD it was because she was raised by a single mum and her daddy wasn’t active in her life, she says she doesn’t want that for her kids with jay cinco👀 “The way that i was raised, i was raised by a single mother, a single teen mum, my dad wasn’t really active in my life, i didn’t see that for myself, so i would not start now at the age of 26”

Lala baptiste reflects on the way she was raised and how BAD it was because she was raised by a single mum and her daddy wasn’t active in her life, she says she doesn’t want that for her kids with jay cinco👀 “The way that i was raised, i was raised by a single mother, a single teen mum, my dad wasn’t really active in my life, i didn’t see that for myself, so i would not start now at the age of 26”

stan🎥

98,870 views • 6 months ago

i was throwing $300 a month at tools that would die on me right when i needed them most. then this video showed up in my feed. a guy. a laptop. his hands moving through the air like he's conducting something invisible. 3D visuals responding to every finger. every gesture. live. i watched it three times before i believed it was real. the whole setup costs $2 a month. electricity. i sat with that for a while. i was paying $300 a month just to feel like i was doing it right. not because the expensive tools were better. just because i didn't know there was another way. now i do.

i was throwing $300 a month at tools that would die on me right when i needed them most. then this video showed up in my feed. a guy. a laptop. his hands moving through the air like he's conducting something invisible. 3D visuals responding to every finger. every gesture. live. i watched it three times before i believed it was real. the whole setup costs $2 a month. electricity. i sat with that for a while. i was paying $300 a month just to feel like i was doing it right. not because the expensive tools were better. just because i didn't know there was another way. now i do.

Crypto Mavka

14,037 views • 1 month ago

We (Claude and I) made a new package: voxmlx It's an MLX implementation of Mistral's Voxtral mini realtime speech recognition model. It supports streaming audio and runs pretty fast on a laptop. To use it, simply: `uvx voxmlx` Also I did not write a single line of code for this package. Every line of code was written by Claude Code. More on that in thread.

We (Claude and I) made a new package: voxmlx It's an MLX implementation of Mistral's Voxtral mini realtime speech recognition model. It supports streaming audio and runs pretty fast on a laptop. To use it, simply: `uvx voxmlx` Also I did not write a single line of code for this package. Every line of code was written by Claude Code. More on that in thread.

Awni Hannun

33,896 views • 5 months ago

Today, I was in one of Geneva's parks when suddenly a plane flew overhead. Because of the trauma I experienced in Gaza, my first instinct was fear. For a moment, I thought it was going to drop a missile on us. Then, a few seconds later, I remembered that I am in Switzerland now, and that I am safe. War changes people in ways that are difficult to explain. Even when you leave, some parts of it remain inside you. My body may be here in Switzerland, but my memories are still in Gaza.

Today, I was in one of Geneva's parks when suddenly a plane flew overhead. Because of the trauma I experienced in Gaza, my first instinct was fear. For a moment, I thought it was going to drop a missile on us. Then, a few seconds later, I remembered that I am in Switzerland now, and that I am safe. War changes people in ways that are difficult to explain. Even when you leave, some parts of it remain inside you. My body may be here in Switzerland, but my memories are still in Gaza.

Mahmoud Massri | مَحْمُود 🇵🇸

11,898 views • 26 days ago

I had to screen record this because she's describing the EXACT people my "cringe voice" is imitating in a way that I could not LOOL

I had to screen record this because she's describing the EXACT people my "cringe voice" is imitating in a way that I could not LOOL

Uruka 🐻🎻 Phase Connect

19,459 views • 5 months ago

Playing around with some more/new Shoulder Stability and rotational work. Still need to clean some things up, but I like that it checks a number of boxes.

Playing around with some more/new Shoulder Stability and rotational work. Still need to clean some things up, but I like that it checks a number of boxes.

Scott Leech

10,246 views • 5 months ago

Usually when I save a website URL it's because -I want to save the website design exactly how it is in that point in time -I want to know what frontend/animation trickery they did whether its just raw code or some framework so i made a site where I just drop the url -> get a screenshot + screen recording to capture any animations I found interesting a non-trivial amount of my notion links don't resonate with me due to redesigns and I think this is the simplest fix. Just like my notion list it lives in a browser tab and is still paste->enter->move on

Usually when I save a website URL it's because -I want to save the website design exactly how it is in that point in time -I want to know what frontend/animation trickery they did whether its just raw code or some framework so i made a site where I just drop the url -> get a screenshot + screen recording to capture any animations I found interesting a non-trivial amount of my notion links don't resonate with me due to redesigns and I think this is the simplest fix. Just like my notion list it lives in a browser tab and is still paste->enter->move on

Sabina

38,649 views • 3 months ago